SlideShare ist ein Scribd-Unternehmen logo
1 von 55
Downloaden Sie, um offline zu lesen
1
Smart Metering, Load Control
and Energy-using Behaviour
Dr David Crossley
Managing Director
Energy Futures Australia Pty Ltd
Workshop on Smart Metering
to Use Less Energy
Brugge, Belgium, 10 October 2007
2
Presentation Topics
● Changing energy-using behaviour
● Advanced metering and behaviour change
● Load control technology and behaviour change
● Metering and load control technology products
● Case studies: using technology to change
behaviour
● Options for low cost technology programs
● Conclusions
● Information resources
3
Changing Energy-using Behaviour
4
What Behaviour Change?
● This presentation is concerned with achieving
changes in the quantities of energy we use and the
timing of when we use it
● We need to significantly increase the efficiency with
which we use energy to combat global warming
● We need to change the time at which we use
energy to reduce the massive expenditure required
to expand electricity networks to handle peak loads
● Achieving both these goals requires significant
behaviour changes
5
Achieving Behaviour Change (1)
● Three approaches have typically been used to
encourage people to change their energy-using
behaviour:
►information, eg publications, websites, energy
information centres, energy audits, energy labelling
of appliances, equipment and buildings
►pricing, eg inclining block tariffs, and time-varying
pricing, such as time of use (TOU), critical peak
pricing (CPP), real-time pricing (RTP)
►regulation, eg minimum energy efficiency
performance standards (MEPS) for appliances,
equipment and buildings
6
Achieving Behaviour Change (2)
● The effectiveness of the three approaches has been
variable:
►information alone has generally been not very
effective
►effectiveness of pricing is variable; better results are
achieved when combined with an information
campaign and perception of some sort of “energy
crisis”; behavioural response may reduce over time
►regulation has been quite effective, but it forces
behaviour change rather than encouraging long-
term attitudinal change; complete market
transformation is required for maximum effect
7
Role of Technology
● Technology is a (relatively) new factor that can
greatly assist in achieving changes in energy-using
behaviour
● Two types of technology can be used to achieve
behaviour change:
►advanced metering; and
►load control technology
8
Advanced Metering and
Behaviour Change
9
Types of Metering (1)
● Accumulation meters simply record energy
consumption progressively over time
● Interval meters record the quantities of energy
consumed over set, frequent time intervals
● Typically, the minimum time interval set for
recording energy consumption is every 15 minutes
and the maximum interval is every hour
● Interval meters enable time-varying energy pricing
in which the energy price during the day can be set
at high levels during peak periods when the energy
system may be constrained
10
Types of Metering (2)
● Smart meters typically include one-way or two-way
communications between the energy supplier and the
meter
● The communication capability enables other functionalities:
►automated and remote meter reading
►remote connection and disconnection
►outage detection
►tamper detection
►monitoring of power quality
►remote time synchronisation
►an interface for an in-home display unit
►an interface for load control devices
11
Advanced Metering Infrastructure (1)
● A recent definition by FERC:
Advanced metering is a metering system that records
customer consumption (and possibly other parameters)
hourly or more frequently and that provides for daily or
more frequent transmittal of measurements over a
communication network to a central collection point
● Advanced metering refers to the full measurement and
collection system, and includes customer meters (usually
smart meters), communication networks, and data
management systems
● This full measurement and data collection system is
commonly referred to as advanced metering
infrastructure (AMI)
12
Advanced Metering Infrastructure (2)
Components of an AMI System
Disconnect
Customer
Load
Management
Meter
Distributors’
Systems
Network
Management
System
Metering Data
Systems
Market
Settlement
Retailers’
Systems
Connect/
System
B2B
Hub
AMI System
In Home
Display
Communications
Network
Operator’s
System
Management
13
Capabilities of Smart Metering
● Advanced meters enable the implementation of
time-varying pricing under which the price per unit
of energy varies according to the time of the day
● Seasonal variation in prices is also possible
● Time-varying tariffs send price signals to customers
that reflect the underlying costs of generating,
transporting and supplying electricity, enabling
resources to be allocated more efficiently
● Price-based demand response programs can
reduce or shape customer demand, particularly to
reduce loads at peak times
14
Load Control Technology and
Behaviour Change
15
What is Load Control?
● Load control comprises a system or program that
enables end-use loads to be changed in response
to particular events, eg high electricity prices or
problems on the electricity network
● The operator of the load control system may be:
►an electricity supplier or network operator
►a market or system operator
►a demand side response service provider; or
►the end-user themselves
16
Load Control System
Components of a Load Control System
Central control initiation device
Data receipt device
Database
Automated QC procedures
Program Operator
Wired link
PSTN
Internet
Fibre-optic
Power line carrier
or
Wireless link
Paging system
Radio
Mobile phone
Microwave
GPRS
Wi-Fi
Communications Customer Site
Communications device
Control Device
Switch
Demand controller
Measurement device
Thermostat
Information display device
17
Capabilities of Load Control Technology (1)
● Load control technology now exists that:
►automates many energy-using activities
►enables a single “set and forget” decision by
facility operators and householders in relation to
energy use
►provides energy suppliers and network operators
with flexible methods to influence the quantity
and timing of energy use
● Smart meters are not necessary to carry out load
control; switching signals do not necessarily have to
pass through the meter
18
Capabilities of Load Control Technology (2)
● Switching of end-use loads can be carried out:
►automatically, in response to a signal linked to a
particular event, eg high energy prices or network
constraints
►manually, also in response to an event (the initiator of
the switching requires information about the event)
● Switching may be carried out locally by the end-user, or
remotely by a signal sent by a load control program
operator
● Switching of loads may involve:
►cycling loads on and off according to pre-set timing
schedules
►reducing loads to pre-set levels; or
►switching off loads completely
19
Metering and Load Control
Technology Products
20
Technology Product Types
● Load control technology products can be classified
as follows:
►metering and information display devices
►appliance and equipment controllers
►integrated load control systems
● The following products have been chosen to
represent the broad range of existing applications
for load control technology; there are many other
similar products available on the world market
21
Metering & Information Display Devices (1)
CCI Power-Mate
Clipsal Cent-A-Meter
22
Metering & Information Display Devices (2)
Ampy Email ecoMeter
Home Energy Monitor
Ampy Email
EM1200 Interval Meter
23
Metering & Information Display Devices (3)
Open Energy Orb
24
Appliance and Equipment Controllers (1)
Grid Friendly™ Appliance Controller
Enermet SWITCHit™
Appliance Controller
25
Appliance and Equipment Controllers (2)
Enermet
ROA Ripple Control Receiver
Hunt Load Control Switch
26
Integrated Load Control Systems (1)
a)
b)
LeKeyBox
Appliance Controller
Web-based User Interface
27
Integrated Load Control Systems (2)
Shree Dutt Technologies
Electricity Manager
28
Integrated Load Control Systems (3)
Phase 6/Tytronics Rippleband Neighbourhood Node,
Load Agent and Meter Interfaces
29
Integrated Load Control Systems (4)
Communications Network for the
Rippleband Load Control System
30
Case Studies: Using Technology
to Change Behaviour
31
LIPAedge Direct Load Control Program (1)
● The LIPAedge program is the largest residential/small
commercial direct load control program using two-way
communication in the United States
● Long Island Power Authority (LIPA) uses central control of
thermostats in air-conditioning to achieve peak load
reductions
● Carrier EMi thermostats are used in the LIPAedge
program; they are programmable both locally and remotely
through the internet; two-way communication is by
radio paging
● Two-way communication allows LIPA to monitor capability
and response; it also enables customers to control their
individual thermostats via the internet, a benefit that
motivates participation
32
LIPAedge Direct Load Control Program (2)
Carrier EMi Thermostat
Web-based User Interface
33
LIPAedge Direct Load Control Program (3)
● LIPA customers receive a thermostat and installation free
of charge, plus a one-time bonus payment of USD 25
(residential) or USD 50 (small commercial)
● Customers agree to have their central air conditioning
systems adjusted between 2 pm and 6 pm for a maximum
of seven days throughout the four month summer season
● Customers have access to a dedicated web page for their
thermostat and are able to remotely change the set point of
their air conditioner at any time, overriding the LIPA setting
● About 20,400 residential and 3,000 commercial and small
industrial customers are enrolled in the LIPAedge program,
delivering about 25 MW of peak load reduction
34
LIPAedge Direct Load Control Program (4)
● The LIPA system operator uses a web-based control
system; two-way pagers are used to transmit curtailment
commands to 20,000 thermostats and to receive
acknowledgment and monitoring information
● For a summer load curtailment, the system operator might
send a command at 9:00 am directing all thermostats to
move their set points up 4 degrees, starting at 2:00 pm and
ending at 6:00 pm
● Alternatively, the system operator could send a command
directing all thermostats to completely curtail immediately
● Commands are received and acted upon by all loads,
providing full response within about 90 seconds; in contrast
a generator response requires a 10-minute ramp time
35
LIPAedge Direct Load Control Program (5)
36
California ADRS Trial (1)
● One of the trials carried out in 2003 and 2004 as
part of the California Statewide Peak Pricing Trials
evaluated an Advanced Demand Response System
(ADRS) in the residential sector
● The ADRS technology was capable of
automatically reducing load whenever a price level
set by the householder was exceeded, providing a
one-time “set and forget” solution
● The current electricity price was continuously
displayed on a thermostat and a household
homepage accessible through the internet
37
California ADRS Trial (2)
● The ADRS technology included:
►two-way communicating interval meter
►wireless internet gateway and cable modem
►smart thermostat(s)
►load control and monitoring device (LCM)
►web-enabled user interface and data
management software
38
California ADRS Trial (3)
● Via the Internet, participants in the ADRS Trial could:
►view real time interval demand and trends in
historical consumption
►set climate control and pool pump runtime
preferences
►program desired response to increased electricity
prices
■change thermostat temperature set point
■reschedule operation of LCM controlled
appliances
39
CPP
TOU
ADRS
TOU-ADRS TOU-CPP CPP-ADRS
Average Critical Peak Weekday Load Profile Jul to Sep 2004
Source: ADRS Load Impact Presentation 18 Dec 2004
California ADRS Trial (4)
40
Carbon Trust Smart Metering Trial (1)
● This study, carried out from 2004 to 2006 by the
United Kingdom Carbon Trust, was unusual in that
it focussed on savings in total energy use rather
than peak load reductions
● The study investigated how smart metering can
enable businesses to identify energy, cost and
carbon savings by providing detailed information
about the way in which they use their energy
● A total of 582 advanced meters were installed in
small and medium enterprises (SMEs) across the
UK and metering services were provided to these
sites by seven different consortia
41
Carbon Trust Smart Metering Trial (2)
● In addition to the installation of smart meters, a
variety of different metering services were included
in the trial, ranging from basic data provision to
detailed advice on energy saving communicated
through phone calls and site visits
● The highest energy savings were achieved by
providing energy consumption profiles and energy
saving recommendations via email
● This is a significant finding which suggests that, in
the future, low-cost metering services could be
provided using automated systems
42
Carbon Trust Smart Metering Trial (3)
Average Annual Percentage Carbon Savings
for All Sites
43
Carbon Trust Smart Metering Trial (4)
1. Base load reductions – the
overall base load of the site
could be reduced by identifying
excessive constant energy use
2. Process optimisation – the
profile could be used to identify
what equipment is running and
when; altering start-up and
shutdown times could reduce
consumption by limiting the
duration of high-energy use at
the start and end of shifts
3. Peak usage reduction – the
profile could be used to analyse
timings and frequencies to
establish the causes of peaks in
energy usage, and identifying
specific activities/equipment
contributing to the peaks
44
Options for Low Cost
Technology Programs
45
Distribution of Low Cost Information Display Devices
Purpose: To raise end-use customers’ awareness about their electricity use and
cost and encourage a change in their electricity-using behaviour
Target Audience: Primarily residential; small businesses could also be targeted
Technology: Device that displays information about electricity use and costs,
and may also provide information about other factors, eg greenhouse gas
emissions
Communications: None
Type of Metering Required: None
Infrastructure Required: None
Pricing Initiatives: Time-varying price structures, eg TOU, RTP and/or CPP
Education and Awareness Raising: Promotion and education campaign
encouraging customers to change their electricity-using behaviour
Examples of Technology Products: Power-Mate™; Cent-A-Meter™; Open
Energy Orb
Indicative Cost: EUR40 to EUR130 per customer site
46
Installation of Frequency Sensors in Household Appliances
Purpose: To achieve automated switching of household appliances in
response to system frequency variations
Target Audience: Manufacturers of household appliances
Technology: Computer chip that senses frequency disturbances on the
network and turns an appliance off for a few minutes to allow the network
to stabilise during a crisis
Communications: None
Type of Metering Required: None
Infrastructure Required: None
Pricing Initiatives: None required
Education and Awareness Raising: Education campaign explaining the
technology to householders
Examples of Technology Products: Grid Friendly™ appliance controller
Indicative Cost: About EUR1.50 per appliance in large manufacturing
quantities plus the cost of any education campaign
47
Roll Out of Low Cost Plug-in Appliance Controllers
Purpose: To enable low cost direct load control of appliances and equipment
Target Audience: Primarily residential; small businesses could also be targeted
Technology: Plug-in device that enables remote control of appliances through
power line signalling
Communications: One-way
Type of Metering Required: None
Infrastructure Required: Ripple control infrastructure
Pricing Initiatives: Time-varying price structures and/or incentive payments
required to motivate customers to install the controllers
Education and Awareness Raising: Promotion and education campaign
explaining the purpose and objectives of the program and encouraging
customers not to override load control signals
Examples of Technology Products: SWITCHit™; Rippleband Plug-in Relay
Indicative Cost: EUR15 to EUR30 per connected appliance or piece of
equipment plus the cost of an education campaign and any infrastructure
required
48
Roll Out of Smart Air Conditioner Thermostats
Purpose: To enable low cost direct load control of air conditioners
Target Audience: Residential and small commercial customers
Technology: Programmable thermostat with two-way communications
Communications: Two-way
Type of Metering Required: None
Infrastructure Required: Two-way communications infrastructure
Pricing Initiatives: Time-varying price structures and/or incentive payments
required to motivate customers to install the thermostats
Education and Awareness Raising: Promotion and education campaign
explaining the purpose and objectives of the program and encouraging
customers not to override load control signals
Examples of Technology Products: ComfortChoice Demand Management
Solution
Indicative Cost: EUR160 to EUR190 per thermostat; additional costs for
installing and maintenance of the thermostats and for the communications
network
49
Promotion of Integrated Direct Load Control Systems
Purpose: To enable relatively complex demand side response programs.
Target Audience: Primarily residential and small commercial customers
Technology: Integrated load control system combining appliance and
equipment controllers with two-way communications technology
Communications: Two-way
Type of Metering Required: Interval
Infrastructure Required: Two-way communications infrastructure
Pricing Initiatives: Time-varying price structures, eg TOU, RTP or CPP
would be required to motivate customers to install the equipment;
alternatively, or in addition, incentive payments could be used
Education and Awareness Raising: Promotion and education campaign
explaining the purpose and objectives of the planned DSR program
Examples of Technology Products: LeKey Energy Management System; SD
Electricity Manager; Rippleband Load Control System
Indicative Cost: Range EUR200 to EUR400 per site plus the costs for an
education campaign and communications network
50
Conclusions
51
Metering and Load Control (1)
● Interval metering is necessary to implement time-
varying pricing
● Interval metering is not necessary to carry out
load control functions – available technology can
remotely switch loads without requiring connection
to a meter
● One-way communication (not necessarily through
a meter) is essential to carry out remote switching
of loads
52
Metering and Load Control (2)
● Two-way communication is not essential to carry
out remote switching of loads but it can provide
valuable information to the program operator about
the results of the switching
● Metering in some form is required for settlement of
the financial transactions associated with load
control programs
53
Smart Metering and Saving Energy
● Installing smart meters will, by itself, do nothing to save
energy
● Energy savings will only be achieved if installing the meters
results in changing people’s behaviour so that they use
less energy in total
● Some studies suggest that rolling out advanced meters to
all electricity consumers in a country may achieve savings
of between 4% and 10% in total national electricity use
● However, energy savings can only be achieved if the
installation of the meters is accompanied by supporting
technology and programs, such as information displays,
time-varying pricing, energy audits and particularly some
form of load control
54
Information Resources
55
Information Resources
● David Crossley: crossley@efa.com.au
● Energy Futures Australia, my company’s website:
www.efa.com.au
● The International Energy Agency DSM Programme carries
out multi-national research projects on demand side
management. Website for information about the IEA DSM
Programme: www.ieadsm.org
● The IEA DSM Programme is currently undertaking a
research project on using advanced metering and load
control to support electricity networks. Website for
information about this project: www.ieadsm.org/
ViewTask.aspx?ID=16&Task=15&Sort=0

Weitere ähnliche Inhalte

Was ist angesagt?

Advance Metering Infrastructure:Smart Meter
Advance Metering Infrastructure:Smart MeterAdvance Metering Infrastructure:Smart Meter
Advance Metering Infrastructure:Smart MeterMD NAWAZ
 
IRJET- IoT based Monitoring and Controlling of Smart Speaking Energy Mete...
IRJET-  	  IoT based Monitoring and Controlling of Smart Speaking Energy Mete...IRJET-  	  IoT based Monitoring and Controlling of Smart Speaking Energy Mete...
IRJET- IoT based Monitoring and Controlling of Smart Speaking Energy Mete...IRJET Journal
 
Ppt gsm based automatic energy meter
Ppt gsm based automatic energy meterPpt gsm based automatic energy meter
Ppt gsm based automatic energy meterKhiti Ranjan jena
 
Digital energy meter
Digital energy meter Digital energy meter
Digital energy meter preeti naga
 
Gsm based energy meter with cost indicator
Gsm based energy meter with cost indicatorGsm based energy meter with cost indicator
Gsm based energy meter with cost indicatorRajiv Timilsina
 
Echelon Smart Metering - Grid Analytics
Echelon Smart Metering - Grid AnalyticsEchelon Smart Metering - Grid Analytics
Echelon Smart Metering - Grid AnalyticsEchelon Corporation
 
Smart Power Grid Monitoring System
Smart Power Grid Monitoring SystemSmart Power Grid Monitoring System
Smart Power Grid Monitoring SystemImane Haf
 
GSM Based Automatic Meter Reading – A Review
GSM Based Automatic Meter Reading – A ReviewGSM Based Automatic Meter Reading – A Review
GSM Based Automatic Meter Reading – A Reviewpaperpublications3
 
Getting Smart About Smart Energy
Getting Smart About Smart EnergyGetting Smart About Smart Energy
Getting Smart About Smart EnergyRobert Cormia
 
Prepaid energy meter using gprs gsm technology
Prepaid energy meter using gprs gsm technologyPrepaid energy meter using gprs gsm technology
Prepaid energy meter using gprs gsm technologySasikala Nawarathne
 
3 phase energy meter on Zigbee1
3 phase energy meter on Zigbee13 phase energy meter on Zigbee1
3 phase energy meter on Zigbee1Sumit Vyas
 
Advanced Metering Infrastructure (AMI)
Advanced Metering Infrastructure (AMI)Advanced Metering Infrastructure (AMI)
Advanced Metering Infrastructure (AMI)Naveena Navi
 
document of prepaid energy meter using gsm
document of prepaid energy meter using gsmdocument of prepaid energy meter using gsm
document of prepaid energy meter using gsmudaypallyreddy
 
AUTOMATIC ENERGY METER READING SYSTEM FOR BILLING PURPOSE
AUTOMATIC ENERGY METER READING SYSTEM FOR BILLING PURPOSEAUTOMATIC ENERGY METER READING SYSTEM FOR BILLING PURPOSE
AUTOMATIC ENERGY METER READING SYSTEM FOR BILLING PURPOSEBitan Das
 
Low cost ppt final
Low cost ppt finalLow cost ppt final
Low cost ppt finalJeff Joseph
 
Gsm energy meter
Gsm energy meterGsm energy meter
Gsm energy meterikm104
 
Renewable energy grid integration
Renewable energy grid integrationRenewable energy grid integration
Renewable energy grid integrationRCREEE
 

Was ist angesagt? (19)

Advance Metering Infrastructure:Smart Meter
Advance Metering Infrastructure:Smart MeterAdvance Metering Infrastructure:Smart Meter
Advance Metering Infrastructure:Smart Meter
 
IRJET- IoT based Monitoring and Controlling of Smart Speaking Energy Mete...
IRJET-  	  IoT based Monitoring and Controlling of Smart Speaking Energy Mete...IRJET-  	  IoT based Monitoring and Controlling of Smart Speaking Energy Mete...
IRJET- IoT based Monitoring and Controlling of Smart Speaking Energy Mete...
 
Ppt gsm based automatic energy meter
Ppt gsm based automatic energy meterPpt gsm based automatic energy meter
Ppt gsm based automatic energy meter
 
Digital energy meter
Digital energy meter Digital energy meter
Digital energy meter
 
Gsm based energy meter with cost indicator
Gsm based energy meter with cost indicatorGsm based energy meter with cost indicator
Gsm based energy meter with cost indicator
 
Echelon Smart Metering - Grid Analytics
Echelon Smart Metering - Grid AnalyticsEchelon Smart Metering - Grid Analytics
Echelon Smart Metering - Grid Analytics
 
Tariff Metering
Tariff MeteringTariff Metering
Tariff Metering
 
Smart Power Grid Monitoring System
Smart Power Grid Monitoring SystemSmart Power Grid Monitoring System
Smart Power Grid Monitoring System
 
GSM Based Automatic Meter Reading – A Review
GSM Based Automatic Meter Reading – A ReviewGSM Based Automatic Meter Reading – A Review
GSM Based Automatic Meter Reading – A Review
 
Smart gprs/gsm
Smart gprs/gsmSmart gprs/gsm
Smart gprs/gsm
 
Getting Smart About Smart Energy
Getting Smart About Smart EnergyGetting Smart About Smart Energy
Getting Smart About Smart Energy
 
Prepaid energy meter using gprs gsm technology
Prepaid energy meter using gprs gsm technologyPrepaid energy meter using gprs gsm technology
Prepaid energy meter using gprs gsm technology
 
3 phase energy meter on Zigbee1
3 phase energy meter on Zigbee13 phase energy meter on Zigbee1
3 phase energy meter on Zigbee1
 
Advanced Metering Infrastructure (AMI)
Advanced Metering Infrastructure (AMI)Advanced Metering Infrastructure (AMI)
Advanced Metering Infrastructure (AMI)
 
document of prepaid energy meter using gsm
document of prepaid energy meter using gsmdocument of prepaid energy meter using gsm
document of prepaid energy meter using gsm
 
AUTOMATIC ENERGY METER READING SYSTEM FOR BILLING PURPOSE
AUTOMATIC ENERGY METER READING SYSTEM FOR BILLING PURPOSEAUTOMATIC ENERGY METER READING SYSTEM FOR BILLING PURPOSE
AUTOMATIC ENERGY METER READING SYSTEM FOR BILLING PURPOSE
 
Low cost ppt final
Low cost ppt finalLow cost ppt final
Low cost ppt final
 
Gsm energy meter
Gsm energy meterGsm energy meter
Gsm energy meter
 
Renewable energy grid integration
Renewable energy grid integrationRenewable energy grid integration
Renewable energy grid integration
 

Ähnlich wie Smart Metering, Load Control and Energy-using Behaviour

Smart Metering, Load Control and Customer Behaviour – Task 15 - IEA DSM Progr...
Smart Metering, Load Control and Customer Behaviour – Task 15 - IEA DSM Progr...Smart Metering, Load Control and Customer Behaviour – Task 15 - IEA DSM Progr...
Smart Metering, Load Control and Customer Behaviour – Task 15 - IEA DSM Progr...IEA DSM Implementing Agreement (IA)
 
IREC part 02
IREC part 02IREC part 02
IREC part 02RCREEE
 
SmartHomeEnergyManagementSystemforMonitoringandSchedulingofHomeAppliancesUsin...
SmartHomeEnergyManagementSystemforMonitoringandSchedulingofHomeAppliancesUsin...SmartHomeEnergyManagementSystemforMonitoringandSchedulingofHomeAppliancesUsin...
SmartHomeEnergyManagementSystemforMonitoringandSchedulingofHomeAppliancesUsin...farzikaam26
 
IRJET- Smart and Efficient Load Control System using Dynamic Tariff
IRJET- Smart and Efficient Load Control System using Dynamic TariffIRJET- Smart and Efficient Load Control System using Dynamic Tariff
IRJET- Smart and Efficient Load Control System using Dynamic TariffIRJET Journal
 
Portland State University Smart Grid Class
Portland State University Smart Grid ClassPortland State University Smart Grid Class
Portland State University Smart Grid ClassMike Hoffman
 
IRJET- Automatic Demand Response Controller with Load Shifting Algorithm usin...
IRJET- Automatic Demand Response Controller with Load Shifting Algorithm usin...IRJET- Automatic Demand Response Controller with Load Shifting Algorithm usin...
IRJET- Automatic Demand Response Controller with Load Shifting Algorithm usin...IRJET Journal
 
MODERN SMART GRIDS AND LEVERAGING SMART METER DATA.pptx
MODERN SMART GRIDS AND LEVERAGING SMART METER DATA.pptxMODERN SMART GRIDS AND LEVERAGING SMART METER DATA.pptx
MODERN SMART GRIDS AND LEVERAGING SMART METER DATA.pptxJasmeet939104
 
Real Time Pricing Simulator for Smart Grids
Real Time Pricing Simulator for Smart GridsReal Time Pricing Simulator for Smart Grids
Real Time Pricing Simulator for Smart GridsSwantika Dhundia
 
The Greener Grid
The Greener GridThe Greener Grid
The Greener GridV Rajesh
 
Mitsubishi electric energy saving data collection server eco webserveriii-die...
Mitsubishi electric energy saving data collection server eco webserveriii-die...Mitsubishi electric energy saving data collection server eco webserveriii-die...
Mitsubishi electric energy saving data collection server eco webserveriii-die...Dien Ha The
 
Mitsubishi electric energy saving data collection server eco webserveriii
Mitsubishi electric energy saving data collection server eco webserveriiiMitsubishi electric energy saving data collection server eco webserveriii
Mitsubishi electric energy saving data collection server eco webserveriiiDien Ha The
 
Mitsubishi energy saving data collecting server eco-webserverⅲ_dienhathe.vn
Mitsubishi energy saving data collecting server eco-webserverⅲ_dienhathe.vnMitsubishi energy saving data collecting server eco-webserverⅲ_dienhathe.vn
Mitsubishi energy saving data collecting server eco-webserverⅲ_dienhathe.vnDien Ha The
 
Mitsubishi energy saving data collecting server eco webserver ⅲ_dienhathe.vn
Mitsubishi energy saving data collecting server eco webserver ⅲ_dienhathe.vnMitsubishi energy saving data collecting server eco webserver ⅲ_dienhathe.vn
Mitsubishi energy saving data collecting server eco webserver ⅲ_dienhathe.vnDien Ha The
 
Smart energy in the European Union
Smart energy in the European UnionSmart energy in the European Union
Smart energy in the European UnionFrédéric Melchior
 
ISA Energy - VPS - Corporate Presentation
ISA Energy - VPS - Corporate PresentationISA Energy - VPS - Corporate Presentation
ISA Energy - VPS - Corporate PresentationNuno Torrado Francisco
 
Water+Energy - The Next Frontier
Water+Energy - The Next FrontierWater+Energy - The Next Frontier
Water+Energy - The Next FrontierSoma Bhadra
 

Ähnlich wie Smart Metering, Load Control and Energy-using Behaviour (20)

Smart Metering, Load Control and Customer Behaviour – Task 15 - IEA DSM Progr...
Smart Metering, Load Control and Customer Behaviour – Task 15 - IEA DSM Progr...Smart Metering, Load Control and Customer Behaviour – Task 15 - IEA DSM Progr...
Smart Metering, Load Control and Customer Behaviour – Task 15 - IEA DSM Progr...
 
ppt main
ppt mainppt main
ppt main
 
1013
10131013
1013
 
IREC part 02
IREC part 02IREC part 02
IREC part 02
 
SmartHomeEnergyManagementSystemforMonitoringandSchedulingofHomeAppliancesUsin...
SmartHomeEnergyManagementSystemforMonitoringandSchedulingofHomeAppliancesUsin...SmartHomeEnergyManagementSystemforMonitoringandSchedulingofHomeAppliancesUsin...
SmartHomeEnergyManagementSystemforMonitoringandSchedulingofHomeAppliancesUsin...
 
IRJET- Smart and Efficient Load Control System using Dynamic Tariff
IRJET- Smart and Efficient Load Control System using Dynamic TariffIRJET- Smart and Efficient Load Control System using Dynamic Tariff
IRJET- Smart and Efficient Load Control System using Dynamic Tariff
 
Portland State University Smart Grid Class
Portland State University Smart Grid ClassPortland State University Smart Grid Class
Portland State University Smart Grid Class
 
IRJET- Automatic Demand Response Controller with Load Shifting Algorithm usin...
IRJET- Automatic Demand Response Controller with Load Shifting Algorithm usin...IRJET- Automatic Demand Response Controller with Load Shifting Algorithm usin...
IRJET- Automatic Demand Response Controller with Load Shifting Algorithm usin...
 
MODERN SMART GRIDS AND LEVERAGING SMART METER DATA.pptx
MODERN SMART GRIDS AND LEVERAGING SMART METER DATA.pptxMODERN SMART GRIDS AND LEVERAGING SMART METER DATA.pptx
MODERN SMART GRIDS AND LEVERAGING SMART METER DATA.pptx
 
Real Time Pricing Simulator for Smart Grids
Real Time Pricing Simulator for Smart GridsReal Time Pricing Simulator for Smart Grids
Real Time Pricing Simulator for Smart Grids
 
The Greener Grid
The Greener GridThe Greener Grid
The Greener Grid
 
Mitsubishi electric energy saving data collection server eco webserveriii-die...
Mitsubishi electric energy saving data collection server eco webserveriii-die...Mitsubishi electric energy saving data collection server eco webserveriii-die...
Mitsubishi electric energy saving data collection server eco webserveriii-die...
 
Mitsubishi electric energy saving data collection server eco webserveriii
Mitsubishi electric energy saving data collection server eco webserveriiiMitsubishi electric energy saving data collection server eco webserveriii
Mitsubishi electric energy saving data collection server eco webserveriii
 
Mitsubishi energy saving data collecting server eco-webserverⅲ_dienhathe.vn
Mitsubishi energy saving data collecting server eco-webserverⅲ_dienhathe.vnMitsubishi energy saving data collecting server eco-webserverⅲ_dienhathe.vn
Mitsubishi energy saving data collecting server eco-webserverⅲ_dienhathe.vn
 
Mitsubishi energy saving data collecting server eco webserver ⅲ_dienhathe.vn
Mitsubishi energy saving data collecting server eco webserver ⅲ_dienhathe.vnMitsubishi energy saving data collecting server eco webserver ⅲ_dienhathe.vn
Mitsubishi energy saving data collecting server eco webserver ⅲ_dienhathe.vn
 
Smart energy in the European Union
Smart energy in the European UnionSmart energy in the European Union
Smart energy in the European Union
 
ISA Energy - VPS - Corporate Presentation
ISA Energy - VPS - Corporate PresentationISA Energy - VPS - Corporate Presentation
ISA Energy - VPS - Corporate Presentation
 
LTE MTC evolution
LTE MTC evolutionLTE MTC evolution
LTE MTC evolution
 
Water+Energy - The Next Frontier
Water+Energy - The Next FrontierWater+Energy - The Next Frontier
Water+Energy - The Next Frontier
 
Demand side management
Demand side managementDemand side management
Demand side management
 

Mehr von IEA DSM Implementing Agreement (IA)

Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
Converting Demand Side Operation in to an Accurate Tool for the Transmission ...Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
Converting Demand Side Operation in to an Accurate Tool for the Transmission ...IEA DSM Implementing Agreement (IA)
 
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...IEA DSM Implementing Agreement (IA)
 
Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...IEA DSM Implementing Agreement (IA)
 
From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...IEA DSM Implementing Agreement (IA)
 
Registration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutionsRegistration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutionsIEA DSM Implementing Agreement (IA)
 
The New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-upThe New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-upIEA DSM Implementing Agreement (IA)
 
Measuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in NorwayMeasuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in NorwayIEA DSM Implementing Agreement (IA)
 
The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...IEA DSM Implementing Agreement (IA)
 
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...IEA DSM Implementing Agreement (IA)
 
Energy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn moneyEnergy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn moneyIEA DSM Implementing Agreement (IA)
 
Australian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management ActivitiesAustralian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management ActivitiesIEA DSM Implementing Agreement (IA)
 

Mehr von IEA DSM Implementing Agreement (IA) (20)

Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
Converting Demand Side Operation in to an Accurate Tool for the Transmission ...Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
Converting Demand Side Operation in to an Accurate Tool for the Transmission ...
 
Customer Organizations
Customer OrganizationsCustomer Organizations
Customer Organizations
 
Market Mechanisms for White Certificates
Market Mechanisms for White CertificatesMarket Mechanisms for White Certificates
Market Mechanisms for White Certificates
 
Consumer's Services Companies
Consumer's Services CompaniesConsumer's Services Companies
Consumer's Services Companies
 
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
Utilities Industry & the Capital Market - Under Pressure - Utilities Global S...
 
Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...Practical experiences with internal and external energy performance contracti...
Practical experiences with internal and external energy performance contracti...
 
Efficiency Valuation: Fine Tuning M&V for Business Transactions
Efficiency Valuation: Fine Tuning M&V for Business TransactionsEfficiency Valuation: Fine Tuning M&V for Business Transactions
Efficiency Valuation: Fine Tuning M&V for Business Transactions
 
From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...From theory based policy evaluation to smart policy design: lessons learned f...
From theory based policy evaluation to smart policy design: lessons learned f...
 
Registration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutionsRegistration and validation in Denmark – the principles and the chosen solutions
Registration and validation in Denmark – the principles and the chosen solutions
 
The New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-upThe New Structure for PSO Activities in Denmark – Goals and Overall Set-up
The New Structure for PSO Activities in Denmark – Goals and Overall Set-up
 
Measuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in NorwayMeasuring and verifying energy savings within the Energy Fund Model in Norway
Measuring and verifying energy savings within the Energy Fund Model in Norway
 
The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...The Italian white certificates market and the measurement and verification of...
The Italian white certificates market and the measurement and verification of...
 
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
Energy Efficiency Obligations - the UK Practical Experience on Validating & E...
 
EU Directive on Energy End-Use and Services
EU Directive on Energy End-Use and ServicesEU Directive on Energy End-Use and Services
EU Directive on Energy End-Use and Services
 
Automatic meter management – A customer's perspective
Automatic meter management – A customer's perspectiveAutomatic meter management – A customer's perspective
Automatic meter management – A customer's perspective
 
Options for a White Certificates scheme in the Netherlands
Options for a White Certificates scheme in the NetherlandsOptions for a White Certificates scheme in the Netherlands
Options for a White Certificates scheme in the Netherlands
 
Energy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn moneyEnergy services in practice – Saving energy and directly earn money
Energy services in practice – Saving energy and directly earn money
 
Monitoring information for EU reporting
Monitoring information for EU reportingMonitoring information for EU reporting
Monitoring information for EU reporting
 
Australian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management ActivitiesAustralian Energy Efficiency and Demand Side Management Activities
Australian Energy Efficiency and Demand Side Management Activities
 
USA Activities on DSM (Demand Response & Energy Efficiency)
USA Activities on DSM (Demand Response & Energy Efficiency)USA Activities on DSM (Demand Response & Energy Efficiency)
USA Activities on DSM (Demand Response & Energy Efficiency)
 

Kürzlich hochgeladen

Uncommon Grace The Autobiography of Isaac Folorunso
Uncommon Grace The Autobiography of Isaac FolorunsoUncommon Grace The Autobiography of Isaac Folorunso
Uncommon Grace The Autobiography of Isaac FolorunsoKayode Fayemi
 
AWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdf
AWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdfAWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdf
AWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdfSkillCertProExams
 
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...Sheetaleventcompany
 
Introduction to Prompt Engineering (Focusing on ChatGPT)
Introduction to Prompt Engineering (Focusing on ChatGPT)Introduction to Prompt Engineering (Focusing on ChatGPT)
Introduction to Prompt Engineering (Focusing on ChatGPT)Chameera Dedduwage
 
ANCHORING SCRIPT FOR A CULTURAL EVENT.docx
ANCHORING SCRIPT FOR A CULTURAL EVENT.docxANCHORING SCRIPT FOR A CULTURAL EVENT.docx
ANCHORING SCRIPT FOR A CULTURAL EVENT.docxNikitaBankoti2
 
My Presentation "In Your Hands" by Halle Bailey
My Presentation "In Your Hands" by Halle BaileyMy Presentation "In Your Hands" by Halle Bailey
My Presentation "In Your Hands" by Halle Baileyhlharris
 
Thirunelveli call girls Tamil escorts 7877702510
Thirunelveli call girls Tamil escorts 7877702510Thirunelveli call girls Tamil escorts 7877702510
Thirunelveli call girls Tamil escorts 7877702510Vipesco
 
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...Kayode Fayemi
 
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night EnjoyCall Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night EnjoyPooja Nehwal
 
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...Hasting Chen
 
Report Writing Webinar Training
Report Writing Webinar TrainingReport Writing Webinar Training
Report Writing Webinar TrainingKylaCullinane
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesPooja Nehwal
 
Presentation on Engagement in Book Clubs
Presentation on Engagement in Book ClubsPresentation on Engagement in Book Clubs
Presentation on Engagement in Book Clubssamaasim06
 
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptxChiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptxraffaeleoman
 
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort ServiceDelhi Call girls
 
Air breathing and respiratory adaptations in diver animals
Air breathing and respiratory adaptations in diver animalsAir breathing and respiratory adaptations in diver animals
Air breathing and respiratory adaptations in diver animalsaqsarehman5055
 
Dreaming Music Video Treatment _ Project & Portfolio III
Dreaming Music Video Treatment _ Project & Portfolio IIIDreaming Music Video Treatment _ Project & Portfolio III
Dreaming Music Video Treatment _ Project & Portfolio IIINhPhngng3
 
Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...
Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...
Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...Delhi Call girls
 
Mohammad_Alnahdi_Oral_Presentation_Assignment.pptx
Mohammad_Alnahdi_Oral_Presentation_Assignment.pptxMohammad_Alnahdi_Oral_Presentation_Assignment.pptx
Mohammad_Alnahdi_Oral_Presentation_Assignment.pptxmohammadalnahdi22
 

Kürzlich hochgeladen (20)

Uncommon Grace The Autobiography of Isaac Folorunso
Uncommon Grace The Autobiography of Isaac FolorunsoUncommon Grace The Autobiography of Isaac Folorunso
Uncommon Grace The Autobiography of Isaac Folorunso
 
AWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdf
AWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdfAWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdf
AWS Data Engineer Associate (DEA-C01) Exam Dumps 2024.pdf
 
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
 
Introduction to Prompt Engineering (Focusing on ChatGPT)
Introduction to Prompt Engineering (Focusing on ChatGPT)Introduction to Prompt Engineering (Focusing on ChatGPT)
Introduction to Prompt Engineering (Focusing on ChatGPT)
 
ANCHORING SCRIPT FOR A CULTURAL EVENT.docx
ANCHORING SCRIPT FOR A CULTURAL EVENT.docxANCHORING SCRIPT FOR A CULTURAL EVENT.docx
ANCHORING SCRIPT FOR A CULTURAL EVENT.docx
 
My Presentation "In Your Hands" by Halle Bailey
My Presentation "In Your Hands" by Halle BaileyMy Presentation "In Your Hands" by Halle Bailey
My Presentation "In Your Hands" by Halle Bailey
 
Thirunelveli call girls Tamil escorts 7877702510
Thirunelveli call girls Tamil escorts 7877702510Thirunelveli call girls Tamil escorts 7877702510
Thirunelveli call girls Tamil escorts 7877702510
 
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
 
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night EnjoyCall Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
 
ICT role in 21st century education and it's challenges.pdf
ICT role in 21st century education and it's challenges.pdfICT role in 21st century education and it's challenges.pdf
ICT role in 21st century education and it's challenges.pdf
 
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
 
Report Writing Webinar Training
Report Writing Webinar TrainingReport Writing Webinar Training
Report Writing Webinar Training
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
 
Presentation on Engagement in Book Clubs
Presentation on Engagement in Book ClubsPresentation on Engagement in Book Clubs
Presentation on Engagement in Book Clubs
 
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptxChiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
 
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
 
Air breathing and respiratory adaptations in diver animals
Air breathing and respiratory adaptations in diver animalsAir breathing and respiratory adaptations in diver animals
Air breathing and respiratory adaptations in diver animals
 
Dreaming Music Video Treatment _ Project & Portfolio III
Dreaming Music Video Treatment _ Project & Portfolio IIIDreaming Music Video Treatment _ Project & Portfolio III
Dreaming Music Video Treatment _ Project & Portfolio III
 
Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...
Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...
Busty Desi⚡Call Girls in Sector 51 Noida Escorts >༒8448380779 Escort Service-...
 
Mohammad_Alnahdi_Oral_Presentation_Assignment.pptx
Mohammad_Alnahdi_Oral_Presentation_Assignment.pptxMohammad_Alnahdi_Oral_Presentation_Assignment.pptx
Mohammad_Alnahdi_Oral_Presentation_Assignment.pptx
 

Smart Metering, Load Control and Energy-using Behaviour

  • 1. 1 Smart Metering, Load Control and Energy-using Behaviour Dr David Crossley Managing Director Energy Futures Australia Pty Ltd Workshop on Smart Metering to Use Less Energy Brugge, Belgium, 10 October 2007
  • 2. 2 Presentation Topics ● Changing energy-using behaviour ● Advanced metering and behaviour change ● Load control technology and behaviour change ● Metering and load control technology products ● Case studies: using technology to change behaviour ● Options for low cost technology programs ● Conclusions ● Information resources
  • 4. 4 What Behaviour Change? ● This presentation is concerned with achieving changes in the quantities of energy we use and the timing of when we use it ● We need to significantly increase the efficiency with which we use energy to combat global warming ● We need to change the time at which we use energy to reduce the massive expenditure required to expand electricity networks to handle peak loads ● Achieving both these goals requires significant behaviour changes
  • 5. 5 Achieving Behaviour Change (1) ● Three approaches have typically been used to encourage people to change their energy-using behaviour: ►information, eg publications, websites, energy information centres, energy audits, energy labelling of appliances, equipment and buildings ►pricing, eg inclining block tariffs, and time-varying pricing, such as time of use (TOU), critical peak pricing (CPP), real-time pricing (RTP) ►regulation, eg minimum energy efficiency performance standards (MEPS) for appliances, equipment and buildings
  • 6. 6 Achieving Behaviour Change (2) ● The effectiveness of the three approaches has been variable: ►information alone has generally been not very effective ►effectiveness of pricing is variable; better results are achieved when combined with an information campaign and perception of some sort of “energy crisis”; behavioural response may reduce over time ►regulation has been quite effective, but it forces behaviour change rather than encouraging long- term attitudinal change; complete market transformation is required for maximum effect
  • 7. 7 Role of Technology ● Technology is a (relatively) new factor that can greatly assist in achieving changes in energy-using behaviour ● Two types of technology can be used to achieve behaviour change: ►advanced metering; and ►load control technology
  • 9. 9 Types of Metering (1) ● Accumulation meters simply record energy consumption progressively over time ● Interval meters record the quantities of energy consumed over set, frequent time intervals ● Typically, the minimum time interval set for recording energy consumption is every 15 minutes and the maximum interval is every hour ● Interval meters enable time-varying energy pricing in which the energy price during the day can be set at high levels during peak periods when the energy system may be constrained
  • 10. 10 Types of Metering (2) ● Smart meters typically include one-way or two-way communications between the energy supplier and the meter ● The communication capability enables other functionalities: ►automated and remote meter reading ►remote connection and disconnection ►outage detection ►tamper detection ►monitoring of power quality ►remote time synchronisation ►an interface for an in-home display unit ►an interface for load control devices
  • 11. 11 Advanced Metering Infrastructure (1) ● A recent definition by FERC: Advanced metering is a metering system that records customer consumption (and possibly other parameters) hourly or more frequently and that provides for daily or more frequent transmittal of measurements over a communication network to a central collection point ● Advanced metering refers to the full measurement and collection system, and includes customer meters (usually smart meters), communication networks, and data management systems ● This full measurement and data collection system is commonly referred to as advanced metering infrastructure (AMI)
  • 12. 12 Advanced Metering Infrastructure (2) Components of an AMI System Disconnect Customer Load Management Meter Distributors’ Systems Network Management System Metering Data Systems Market Settlement Retailers’ Systems Connect/ System B2B Hub AMI System In Home Display Communications Network Operator’s System Management
  • 13. 13 Capabilities of Smart Metering ● Advanced meters enable the implementation of time-varying pricing under which the price per unit of energy varies according to the time of the day ● Seasonal variation in prices is also possible ● Time-varying tariffs send price signals to customers that reflect the underlying costs of generating, transporting and supplying electricity, enabling resources to be allocated more efficiently ● Price-based demand response programs can reduce or shape customer demand, particularly to reduce loads at peak times
  • 14. 14 Load Control Technology and Behaviour Change
  • 15. 15 What is Load Control? ● Load control comprises a system or program that enables end-use loads to be changed in response to particular events, eg high electricity prices or problems on the electricity network ● The operator of the load control system may be: ►an electricity supplier or network operator ►a market or system operator ►a demand side response service provider; or ►the end-user themselves
  • 16. 16 Load Control System Components of a Load Control System Central control initiation device Data receipt device Database Automated QC procedures Program Operator Wired link PSTN Internet Fibre-optic Power line carrier or Wireless link Paging system Radio Mobile phone Microwave GPRS Wi-Fi Communications Customer Site Communications device Control Device Switch Demand controller Measurement device Thermostat Information display device
  • 17. 17 Capabilities of Load Control Technology (1) ● Load control technology now exists that: ►automates many energy-using activities ►enables a single “set and forget” decision by facility operators and householders in relation to energy use ►provides energy suppliers and network operators with flexible methods to influence the quantity and timing of energy use ● Smart meters are not necessary to carry out load control; switching signals do not necessarily have to pass through the meter
  • 18. 18 Capabilities of Load Control Technology (2) ● Switching of end-use loads can be carried out: ►automatically, in response to a signal linked to a particular event, eg high energy prices or network constraints ►manually, also in response to an event (the initiator of the switching requires information about the event) ● Switching may be carried out locally by the end-user, or remotely by a signal sent by a load control program operator ● Switching of loads may involve: ►cycling loads on and off according to pre-set timing schedules ►reducing loads to pre-set levels; or ►switching off loads completely
  • 19. 19 Metering and Load Control Technology Products
  • 20. 20 Technology Product Types ● Load control technology products can be classified as follows: ►metering and information display devices ►appliance and equipment controllers ►integrated load control systems ● The following products have been chosen to represent the broad range of existing applications for load control technology; there are many other similar products available on the world market
  • 21. 21 Metering & Information Display Devices (1) CCI Power-Mate Clipsal Cent-A-Meter
  • 22. 22 Metering & Information Display Devices (2) Ampy Email ecoMeter Home Energy Monitor Ampy Email EM1200 Interval Meter
  • 23. 23 Metering & Information Display Devices (3) Open Energy Orb
  • 24. 24 Appliance and Equipment Controllers (1) Grid Friendly™ Appliance Controller Enermet SWITCHit™ Appliance Controller
  • 25. 25 Appliance and Equipment Controllers (2) Enermet ROA Ripple Control Receiver Hunt Load Control Switch
  • 26. 26 Integrated Load Control Systems (1) a) b) LeKeyBox Appliance Controller Web-based User Interface
  • 27. 27 Integrated Load Control Systems (2) Shree Dutt Technologies Electricity Manager
  • 28. 28 Integrated Load Control Systems (3) Phase 6/Tytronics Rippleband Neighbourhood Node, Load Agent and Meter Interfaces
  • 29. 29 Integrated Load Control Systems (4) Communications Network for the Rippleband Load Control System
  • 30. 30 Case Studies: Using Technology to Change Behaviour
  • 31. 31 LIPAedge Direct Load Control Program (1) ● The LIPAedge program is the largest residential/small commercial direct load control program using two-way communication in the United States ● Long Island Power Authority (LIPA) uses central control of thermostats in air-conditioning to achieve peak load reductions ● Carrier EMi thermostats are used in the LIPAedge program; they are programmable both locally and remotely through the internet; two-way communication is by radio paging ● Two-way communication allows LIPA to monitor capability and response; it also enables customers to control their individual thermostats via the internet, a benefit that motivates participation
  • 32. 32 LIPAedge Direct Load Control Program (2) Carrier EMi Thermostat Web-based User Interface
  • 33. 33 LIPAedge Direct Load Control Program (3) ● LIPA customers receive a thermostat and installation free of charge, plus a one-time bonus payment of USD 25 (residential) or USD 50 (small commercial) ● Customers agree to have their central air conditioning systems adjusted between 2 pm and 6 pm for a maximum of seven days throughout the four month summer season ● Customers have access to a dedicated web page for their thermostat and are able to remotely change the set point of their air conditioner at any time, overriding the LIPA setting ● About 20,400 residential and 3,000 commercial and small industrial customers are enrolled in the LIPAedge program, delivering about 25 MW of peak load reduction
  • 34. 34 LIPAedge Direct Load Control Program (4) ● The LIPA system operator uses a web-based control system; two-way pagers are used to transmit curtailment commands to 20,000 thermostats and to receive acknowledgment and monitoring information ● For a summer load curtailment, the system operator might send a command at 9:00 am directing all thermostats to move their set points up 4 degrees, starting at 2:00 pm and ending at 6:00 pm ● Alternatively, the system operator could send a command directing all thermostats to completely curtail immediately ● Commands are received and acted upon by all loads, providing full response within about 90 seconds; in contrast a generator response requires a 10-minute ramp time
  • 35. 35 LIPAedge Direct Load Control Program (5)
  • 36. 36 California ADRS Trial (1) ● One of the trials carried out in 2003 and 2004 as part of the California Statewide Peak Pricing Trials evaluated an Advanced Demand Response System (ADRS) in the residential sector ● The ADRS technology was capable of automatically reducing load whenever a price level set by the householder was exceeded, providing a one-time “set and forget” solution ● The current electricity price was continuously displayed on a thermostat and a household homepage accessible through the internet
  • 37. 37 California ADRS Trial (2) ● The ADRS technology included: ►two-way communicating interval meter ►wireless internet gateway and cable modem ►smart thermostat(s) ►load control and monitoring device (LCM) ►web-enabled user interface and data management software
  • 38. 38 California ADRS Trial (3) ● Via the Internet, participants in the ADRS Trial could: ►view real time interval demand and trends in historical consumption ►set climate control and pool pump runtime preferences ►program desired response to increased electricity prices ■change thermostat temperature set point ■reschedule operation of LCM controlled appliances
  • 39. 39 CPP TOU ADRS TOU-ADRS TOU-CPP CPP-ADRS Average Critical Peak Weekday Load Profile Jul to Sep 2004 Source: ADRS Load Impact Presentation 18 Dec 2004 California ADRS Trial (4)
  • 40. 40 Carbon Trust Smart Metering Trial (1) ● This study, carried out from 2004 to 2006 by the United Kingdom Carbon Trust, was unusual in that it focussed on savings in total energy use rather than peak load reductions ● The study investigated how smart metering can enable businesses to identify energy, cost and carbon savings by providing detailed information about the way in which they use their energy ● A total of 582 advanced meters were installed in small and medium enterprises (SMEs) across the UK and metering services were provided to these sites by seven different consortia
  • 41. 41 Carbon Trust Smart Metering Trial (2) ● In addition to the installation of smart meters, a variety of different metering services were included in the trial, ranging from basic data provision to detailed advice on energy saving communicated through phone calls and site visits ● The highest energy savings were achieved by providing energy consumption profiles and energy saving recommendations via email ● This is a significant finding which suggests that, in the future, low-cost metering services could be provided using automated systems
  • 42. 42 Carbon Trust Smart Metering Trial (3) Average Annual Percentage Carbon Savings for All Sites
  • 43. 43 Carbon Trust Smart Metering Trial (4) 1. Base load reductions – the overall base load of the site could be reduced by identifying excessive constant energy use 2. Process optimisation – the profile could be used to identify what equipment is running and when; altering start-up and shutdown times could reduce consumption by limiting the duration of high-energy use at the start and end of shifts 3. Peak usage reduction – the profile could be used to analyse timings and frequencies to establish the causes of peaks in energy usage, and identifying specific activities/equipment contributing to the peaks
  • 44. 44 Options for Low Cost Technology Programs
  • 45. 45 Distribution of Low Cost Information Display Devices Purpose: To raise end-use customers’ awareness about their electricity use and cost and encourage a change in their electricity-using behaviour Target Audience: Primarily residential; small businesses could also be targeted Technology: Device that displays information about electricity use and costs, and may also provide information about other factors, eg greenhouse gas emissions Communications: None Type of Metering Required: None Infrastructure Required: None Pricing Initiatives: Time-varying price structures, eg TOU, RTP and/or CPP Education and Awareness Raising: Promotion and education campaign encouraging customers to change their electricity-using behaviour Examples of Technology Products: Power-Mate™; Cent-A-Meter™; Open Energy Orb Indicative Cost: EUR40 to EUR130 per customer site
  • 46. 46 Installation of Frequency Sensors in Household Appliances Purpose: To achieve automated switching of household appliances in response to system frequency variations Target Audience: Manufacturers of household appliances Technology: Computer chip that senses frequency disturbances on the network and turns an appliance off for a few minutes to allow the network to stabilise during a crisis Communications: None Type of Metering Required: None Infrastructure Required: None Pricing Initiatives: None required Education and Awareness Raising: Education campaign explaining the technology to householders Examples of Technology Products: Grid Friendly™ appliance controller Indicative Cost: About EUR1.50 per appliance in large manufacturing quantities plus the cost of any education campaign
  • 47. 47 Roll Out of Low Cost Plug-in Appliance Controllers Purpose: To enable low cost direct load control of appliances and equipment Target Audience: Primarily residential; small businesses could also be targeted Technology: Plug-in device that enables remote control of appliances through power line signalling Communications: One-way Type of Metering Required: None Infrastructure Required: Ripple control infrastructure Pricing Initiatives: Time-varying price structures and/or incentive payments required to motivate customers to install the controllers Education and Awareness Raising: Promotion and education campaign explaining the purpose and objectives of the program and encouraging customers not to override load control signals Examples of Technology Products: SWITCHit™; Rippleband Plug-in Relay Indicative Cost: EUR15 to EUR30 per connected appliance or piece of equipment plus the cost of an education campaign and any infrastructure required
  • 48. 48 Roll Out of Smart Air Conditioner Thermostats Purpose: To enable low cost direct load control of air conditioners Target Audience: Residential and small commercial customers Technology: Programmable thermostat with two-way communications Communications: Two-way Type of Metering Required: None Infrastructure Required: Two-way communications infrastructure Pricing Initiatives: Time-varying price structures and/or incentive payments required to motivate customers to install the thermostats Education and Awareness Raising: Promotion and education campaign explaining the purpose and objectives of the program and encouraging customers not to override load control signals Examples of Technology Products: ComfortChoice Demand Management Solution Indicative Cost: EUR160 to EUR190 per thermostat; additional costs for installing and maintenance of the thermostats and for the communications network
  • 49. 49 Promotion of Integrated Direct Load Control Systems Purpose: To enable relatively complex demand side response programs. Target Audience: Primarily residential and small commercial customers Technology: Integrated load control system combining appliance and equipment controllers with two-way communications technology Communications: Two-way Type of Metering Required: Interval Infrastructure Required: Two-way communications infrastructure Pricing Initiatives: Time-varying price structures, eg TOU, RTP or CPP would be required to motivate customers to install the equipment; alternatively, or in addition, incentive payments could be used Education and Awareness Raising: Promotion and education campaign explaining the purpose and objectives of the planned DSR program Examples of Technology Products: LeKey Energy Management System; SD Electricity Manager; Rippleband Load Control System Indicative Cost: Range EUR200 to EUR400 per site plus the costs for an education campaign and communications network
  • 51. 51 Metering and Load Control (1) ● Interval metering is necessary to implement time- varying pricing ● Interval metering is not necessary to carry out load control functions – available technology can remotely switch loads without requiring connection to a meter ● One-way communication (not necessarily through a meter) is essential to carry out remote switching of loads
  • 52. 52 Metering and Load Control (2) ● Two-way communication is not essential to carry out remote switching of loads but it can provide valuable information to the program operator about the results of the switching ● Metering in some form is required for settlement of the financial transactions associated with load control programs
  • 53. 53 Smart Metering and Saving Energy ● Installing smart meters will, by itself, do nothing to save energy ● Energy savings will only be achieved if installing the meters results in changing people’s behaviour so that they use less energy in total ● Some studies suggest that rolling out advanced meters to all electricity consumers in a country may achieve savings of between 4% and 10% in total national electricity use ● However, energy savings can only be achieved if the installation of the meters is accompanied by supporting technology and programs, such as information displays, time-varying pricing, energy audits and particularly some form of load control
  • 55. 55 Information Resources ● David Crossley: crossley@efa.com.au ● Energy Futures Australia, my company’s website: www.efa.com.au ● The International Energy Agency DSM Programme carries out multi-national research projects on demand side management. Website for information about the IEA DSM Programme: www.ieadsm.org ● The IEA DSM Programme is currently undertaking a research project on using advanced metering and load control to support electricity networks. Website for information about this project: www.ieadsm.org/ ViewTask.aspx?ID=16&Task=15&Sort=0