SlideShare ist ein Scribd-Unternehmen logo
1 von 46
Downloaden Sie, um offline zu lesen
PG&E Demand Response
Programs: An Overview
Osman Sezgen
November 17, 2009
2
MW
2008 System Load (CAISO / PG&E)
California’s Electricity Need
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Electric demand is highly variable, with peaks that
require higher capacity during short periods.
46,775 MW
(June 20th, 2008)
3
Source: California Independent System Operator Corporation
% Time per Year
Last 25% of capacity
needed less than 10% of
the time
California uses 5% of
capacity for less than 50
hours per year!
California’s Electricity Need
System Load Duration Curve
MW
Capacity used to
support peak demand
is expensive,
inefficient and
environmentally
unfriendly.
Demand Response: Benefits
Reduces electrical demand during “critical peak”
periods
Rewards customers contributing to demand
reduction
Enables:
– Reduced need for excess generation capacity to serve
peak loads: DR is a “virtual peaking plant”
– Enhanced electric grid reliability
– Lower average electric procurement costs
– Lower environmental impact
Demand Response Opportunities
Medium Commercial and Industrial (20 kW-
200kW)
• Air Conditioning
• Lighting
• Refrigeration
• Process
Large Commercial and Industrial (>200 kW)
• Air Conditioning
• Lighting
• Refrigeration
• Process
Residential and Small Commercial (<20 kW)
• Air Conditioning
• Plug-in EV
PG&EPeak MW
0
5000
10000
15000
20000
25000
1
Demand Response: From Utility Energy
Procurement Point of View
Connect customer demand response capability and
CAISO markets
– Provide retail tariffs and programs to the customers:
call events and settle with customers
– Schedule load, bid DR and settle with CASIO
Use DR capability to meet Resource Adequacy
Requirements
7
PG&E’s demand response programs
Demand response:
Occasional, temporary reduction - when notified or
when prices are high
Pays incentives
Enablement - hardware, software, equipment, controls,
programming
Participation - reduce demand temporarily when called
More commitment to flexibility = higher incentives
Demand Response vs. Energy Efficiency
Source: Public Interest Energy Research (PIER) Demand Response Research Center
1
Wattspersquarefoot
4.50
4.00
3.50
3.00
2.50
2.00
1.50
1.00
0.50
0.00
24 5 6 7 238 9 10 11 12 13 14 15 16 17 18 19 20 21 22 24
Demand Response
Standard
Energy Efficient
Wattspersquarefoot
4.50
4.00
3.50
3.00
2.50
2.00
1.50
1.00
0.50
0.00
23 4 5 6 7 238 9 10 11 12 13 14 15 16 17 18 19 20 21 22 24
Demand Response
Standard
Energy Efficient
9
Enablement Programs
Technical Incentives (TI)
– Up to $125/kW of demonstrated load drop
– Up to 50% of project cost for retrofit
– Up to 100% of project cost for new construction
– Must participate in DR program for 3 years
– DBP & PeakChoice Best Effort = $50/kW
Auto-DR
– Up to $300/kW (goes to $250/kW in Jan 2010)
– Up to 100% of project cost, you must be in DR for 3 years
– Facility control system communicates directly with PG&E
– You have full control and can opt out
10
Participation Programs: Key Features
Notification: Day-ahead vs. Day-of
Commitment: Voluntary vs. Committed
Event Trigger: Emergency vs. Price Sensitive
Operating Months: Summer vs. Year-around
Curtailment Window: Afternoon hours vs. 24 hours
11
Current DR Participation Programs for Large
Commercial and Industrial Customers
Voluntary
•Demand Bidding Program (DBP) – 103 MW
•PeakChoice (Best Effort) – 1 MW
Committed
•PeakChoice (Committed) – 4 MW
•Aggregator Programs
•Capacity Bidding Program (CBP) – 52 MW
•Aggregator Managed Portfolio (AMP) – 110 MW
•Base Interruptible Program (BIP) – 243 MW
•Bilateral Contracts (DWR) – 200 MW
Dynamic Rates
•Critical Peak Pricing Program (CPP) – 11 MW
12
Current DR Participation Programs for Residential and
Small Commercial/Industrial Customers
Committed Programs
•Smart AC – 137 MW
Dynamic Rates
•SmartRate* – 9 MW
*a CPP type rate
13
Voluntary Participation Programs
New to DR, no EMS, low flexibility, unpredictable
demand, different staff daily?
PeakChoice - Best Effort
– Min 10 kW, choose 30 min, 4.5 hours, 1 day, 2 day notice
– Also choose duration, # events, kW, time of day, and more
– No penalty, payments only when called & when perform
Demand Bidding Program (DBP)
– Min 50 kW bid, min 2 consecutive hours
– Day-of ($. 60/kW) and day-ahead ($.50/kW) notice
– Choose to bid in when called, no penalty for non-performance
14
Committed Participation Programs: Price
Sensitive
Have variable demand by season, or by month?
Capacity Bidding Program (CBP)
– can bid different kW each month
– capacity and energy payments, incentives vary by month
– sign up via aggregator or can self aggregate
Want guaranteed payments and control over event
criteria?
PeakChoice - Committed
– Min 10 kW, choose 30 min, 4.5 hours, 1 day, 2 day notice
– Also choose duration, # events, time of day and more
– Guaranteed monthly capacity payments, plus energy payments
– Penalties for non performance, but some break even flexibility
15
Committed Participation Programs:
Emergency
Can shift operations to off-peak, desire high
incentives, can respond in 30 minutes, year round?
Base Interruptible Program (BIP)
– Greater of 100kW or 15% of max peak
– Paid to reduce load down to FSL; Penalty $6/kWh
– Temporarily capped; waiting list
– Enroll Directly or through a BIP Aggregator
16
Participation Programs: Dynamic Rates
Can be flexible with your operations with day-ahead
notice and prefer defined number of events?
Critical Peak Pricing (CPP)
– earn credits (discounted rate) May – Oct
– No penalties, high price 12-6 PM on up to 12 days
– Energy charge multiplied by 5 for on-peak and 3 for off-peak
hours
– Note: CPP will transition to Peak Day Pricing (PDP) in 2010.
17
Participation Programs: Other
Plus more DR Programs:
– AMP: 5 aggregators, proprietary offers, find your unique fit
– Permanent Load Shift – Thermal Energy Storage (HVAC)
– SmartAC (under 200 kW)
18
History of Events
2006 2007 2008 2009
CPP 11 12 11 12
DBP 18 1 1 1
BIP 1 1 1 1
AMP 3 7 5
CBP 11 6 2
SmartAC 1 1 0
PeakChoice 1
History of Events Called
19
Customer examples
Large Office Building:
Identified 337 kW of DR potential
TI = up to $42,125 or AutoDR = up to $101,100
PeakChoice Committed = $27,418 (total May – Oct)
Mid Size Grocery Store:
Identified 80 kW of DR potential
TI = up to $10,000 or AutoDR = up to $24,000
PeakChoice Committed = $6,508 (total May – Oct)
20
Customer examples
Unified School District:
Identified 1 MW of DR potential
TI = up to $125,000 or AutoDR = up to $300,000
PeakChoice Committed = $81,360 (total May – Oct)
Small Hotel:
Identified 29 kW of DR potential
TI = up to $3,625 or AutoDR = up to $8,700
PeakChoice = $2,359 (total May – Oct)
21
Customer examples
Refrigerated warehouse:
Identified 1.3 MW of DR potential
TI = up to $162,500 or AutoDR = up to $390,000
PeakChoice Committed = $105,000 (total May – Oct)
Food Processing Plant:
Identified 8 MW of seasonal DR potential
TI = up to $500,000 or AutoDR = up to $1.2 million
Capacity Bidding = $320,880 (total Sep – Oct)
Major Trends
Dynamic Pricing (Dynamic Rates) for all customer
classes
Integration with the CAISO operations and markets
– Emergency programs are being restructured to be more
price sensitive
– Programs are being modified for local dispatch
– DR resources are being utilized to provide ancillary
services
Integration with other EE and Distributed Generation
Activities (Audits, Incentive Programs, Marketing
Activities)
Automation through enabling technology
DR leveraging SmartMeter and Home Area Network
related activities
Delivered DR MW in PG&E Service Area
0
200
400
600
800
1000
1200
1400
2009 2010 2011
MW
DWR Contract
DR Programs
Dynamic Rates
24
Dynamic Pricing
• Statewide initiative for dynamic pricing
• Peak day pricing (PDP) rate proposal
• PDP rate design and options
Moving Toward A More Efficient Model
Price
Variability
Economic Efficiency
+
+
Flat
TOU
RTP
Spiky Demand
Waste
Leveled Demand
Reduced Waste
Variable Electric Prices - Definitions
Time of Use (TOU): Prices vary across
peak and off-peak hours and sometimes
also across seasons. The rates and
pricing periods are fixed ahead of time.
Critical Peak Pricing (CPP) and
Peak Day Pricing (PDP): Very high
prices on event days. Discounted TOU
rates during other times.
Real-time Prices (RTP): Prices vary
around the clock and are not known
ahead of time. They are communicated
to customers on a day-ahead or hour-
ahead basis.
27
Peak day pricing (PDP) proposal
As the first step toward dynamic pricing,
PDP:
Allows the price of electricity to reflect the
true costs
Provides lower energy rates on non-event
days in exchange for higher rates on event
days
Includes options within the rates to maximize
customer participation and acceptance
While PDP is a default rate plan, the rate is not mandatory
and customers can opt out of PDP before the deadline.
28
Peak day pricing (PDP) proposal
The deadline for PDP decisions will be:
May 1st, 2010 for the first group
– Includes large commercial and industrial customers across PG&E’s
electric service territory that have service agreements with a demand
of 200kW or greater that are on an A10, E19 or E20 tariff.
February 1st, 2011 for the second group
– Includes small and medium-size businesses as well as large agricultural
customers
Customers will default to PDP beginning on these dates,
or when 12 months of interval data becomes available.
29
Peak day pricing (PDP) proposal
Customers exempt from PDP:
Demand response program participants (except CPP)
Customers without qualifying interval meters for the
past 12 months
Direct Access (DA) customers
Net metered, streetlight/traffic control, and standby
load customers
30
PDP rate design and options
The number of events based on temperature will
vary each year:
Estimated average of 10-11 events per year, over
past 25 years
Rates were designed for an average of 12 events
PG&E has proposed that the number of peak
events always be between 9 and 15
Typically, events take place during the summer but
may also occur during the winter
31
PDP rate design and options
Notification of peak events will be communicated via
email and phone.
Temperatures at or above
98° on weekdays or 105°
on weekends & holidays; or
California ISO declares
emergency conditions; or
Extremely high market prices
System-wide peak events could be triggered by:
32
PDP rate design and options
Time-of-Use (TOU) rates for Summer (May-Oct):
Credits
PDP will provide reduced summer-season demand
and energy charges
Credit amounts will vary depending on rate schedule
(E19, E20, or A10) and service voltage
Charges
PDP includes charges for peak event periods, which
are called from 2–6pm on peak event days (between
9 and 15 events)
The price of electricity during peak event periods will
increase $1.20 (proposed) per kWh over the normal
rate
33
PDP rate design and options
34
PDP rate design and options
Proposed PDP rate schedule for E19S:
+ =
35
PDP rate design and options
Proposed PDP rate schedule for A10S:
+ =
36
PDP rate design and options
Charges during Summer event weekday:
0
100
200
300
400
500
600
700
800
900
1000
1:00AM
2:00AM
3:00AM
4:00AM
5:00AM
6:00AM
7:00AM
8:00AM
9:00AM
10:00AM
11:00AM
12:00PM
1:00PM
2:00PM
3:00PM
4:00PM
5:00PM
6:00PM
7:00PM
8:00PM
9:00PM
10:00PM
11:00PM
12:00AM
CustomerDemand(kW)
Off-peak Partial-peak On-peak
Note: First Partial Peak begins at 8:30am; Second Partial Peak ends at 9:30pm
0
100
200
300
400
500
600
700
800
900
1000
1:00AM
2:00AM
3:00AM
4:00AM
5:00AM
6:00AM
7:00AM
8:00AM
9:00AM
10:00AM
11:00AM
12:00PM
1:00PM
2:00PM
3:00PM
4:00PM
5:00PM
6:00PM
7:00PM
8:00PM
9:00PM
10:00PM
11:00PM
12:00AM
CustomerDemand(kW)
Off-peak Partial-peak On-peak
PDP Adder: + $1.20 / kWh
Normal TOU Rates Apply
(less applicable PDP
demand and energy
charge credits)
1:00AM
2:00AM
3:00AM
4:00AM
5:00AM
6:00AM
7:00AM
8:00AM
9:00AM
10:00AM
11:00AM
12:00PM
1:00PM
2:00PM
3:00PM
4:00PM
5:00PM
6:00PM
7:00PM
8:00PM
9:00PM
10:00PM
11:00PM
12:00AM
Off-peak Partial-peak On-peak
12:00AM
37
PDP rate design and options
Capacity Reservation (E19 & E20 rates)
Customers can pay fixed charges for a portion of
their peak demand
This portion of on-peak usage will be protected
from the PDP adder during peak events
The capacity reservation charge (CRC) provides insurance
against PDP charges and mitigates bill volatility.
Summer Event Weekday (hours):
0
100
200
300
400
500
600
700
800
900
1000
1:00AM
2:00AM
3:00AM
4:00AM
5:00AM
6:00AM
7:00AM
8:00AM
9:00AM
10:00AM
11:00AM
12:00PM
1:00PM
2:00PM
3:00PM
4:00PM
5:00PM
6:00PM
7:00PM
8:00PM
9:00PM
10:00PM
11:00PM
12:00AM
CustomerDemand(kW)
Off-peak Partial-peak On-peak
38
PDP rate design and options
Note: First Partial Peak begins at 8:30am; Second Partial Peak ends at 9:30pm
Normal TOU Rates Apply
(less applicable PDP
demand and energy
charge credits)
1:00AM
2:00AM
3:00AM
4:00AM
5:00AM
6:00AM
7:00AM
8:00AM
9:00AM
10:00AM
11:00AM
12:00PM
1:00PM
2:00PM
3:00PM
4:00PM
5:00PM
6:00PM
7:00PM
8:00PM
9:00PM
10:00PM
11:00PM
12:00AM
Off-peak Partial-peak On-peak
12:00AM
300 kW
Capacity
Reservation
PDP Adder: + $1.20 / kWh
39
PDP rate design and options
Capacity Reservation Details
PDP credits are nullified for usage within the
Capacity Reservation
If your demand is less than the reservation, you will
still be charged for the full amount
Default setting is 50% of the customer’s average
peak-period maximum demand during the most
recent summer season
The capacity reservation charge (CRC) provides insurance
against PDP charges and mitigates bill volatility.
40
PDP rate design and options
While the Capacity Reservation Charge is not available for
customers on A10 rates, there is added rate flexibility.
A10 Rate Options
1. A10 Customers can choose 6-hour peak event
periods in exchange for lower applicable PDP
charges
2. Customers with A10 rates can also choose to have
PDP charges apply to their usage only during
every other PDP event
– Customers choosing this option will have their applicable
PDP demand & energy credits also reduced by 50%
41
0
100
200
300
400
500
600
700
800
900
1000
1:00
A
M2:00
A
M3:00
A
M4:00
A
M5:00
A
M6:00
A
M7:00
A
M8:00
A
M9:00
A
M
10:00
AM
11:00
AM
12:00
PM1:00
P
M2:00
P
M3:00
P
M4:00
P
M5:00
P
M6:00
PM7:00
P
M8:00
P
M9:00
P
M
10:00
PM
11:00
PM
12:00
AM
CustomerDemand(kW)
Off-peak Partial-peak On-peak PDP Adder
PDP rate design and options
PDP Adder: + $0.80 / kWh
Normal TOU Rates Apply
(less applicable PDP
demand and energy
charge credits)
Note: First Partial Peak begins at 8:30am; Second Partial Peak ends at 9:30pm
1:00AM
2:00AM
3:00AM
4:00AM
5:00AM
6:00AM
7:00AM
8:00AM
9:00AM
10:00AM
11:00AM
12:00PM
1:00PM
2:00PM
3:00PM
4:00PM
5:00PM
6:00PM
7:00PM
8:00PM
9:00PM
10:00PM
11:00PM
12:00AM
Off-peak Partial-peak On-peak
12:00AM
A10 summer event weekday (with 6-hr option):
42
PDP rate design and options
A10 credits (with every-other-event option):
43
PDP rate design and options
Bill Stabilization
In the first year the annual charge will be no
greater than under their applicable TOU rate
Customers will still be exposed to month-to-month
bill volatility during the first year
Bill will be trued-up at the end of the 12-month
trial
Bill Stabilization gives customers a one-year ‘safe
harbor’ period to facilitate the transition to PDP.
44
PDP rate design and options
To assess your billing impact:
Consider your tolerance for bill variance on a month-
to-month basis
Analyze the seasonality of your energy usage
Determine your ability to respond to up to 15 events
per year, including consecutive days
Gauge your ability to reduce or shift energy usage to
before 2pm or after 6pm
After considering these factors, customers should
select a rate plan that best suits them.
45
PDP rate design and options
Before May 1, 2010 select one of these options:
Affirm transition to PDP – set up your options and
notification preferences
Opt-out of PDP – confirm your applicable TOU rate
Sign up for demand response – participants of DR
will not be eligible for default to PDP
Customers will be able to affirm or opt-out of PDP after
March 1st, 2010. Customers can sign up for DR anytime.
New DR Products: PG&E DR Pilots for
Fast DR
Ancillary Services
Spinning reserve provided by SmartAC switches and thermostats:
Working with Lawrence Berkeley National Laboratory (LBNL)
Non-spinning reserve provided by C/I customers in 2009 using the
Participating Load (PL) Mechanism of CAISO MRTU Release 1
Integration of intermittent renewable
resources
Utilizing distributed storage for load following and/or regulation
(refrigerated warehouse, building pre-cooling, battery technologies):
Working with Demand Response Research Center at LBNL
Plug-in-hybrid pilot: Working with Clean Air Transportation
Department (10 site pilot involving HAN, EMS, Smart Chargers)
46

Weitere ähnliche Inhalte

Was ist angesagt?

Mini grid and Solar home system
Mini grid and Solar home systemMini grid and Solar home system
Mini grid and Solar home systemTuong Do
 
Wind power plant
Wind power plantWind power plant
Wind power plantshrey1993
 
demand side management
demand side managementdemand side management
demand side managementKomal Nigam
 
Mechanical design of overhead lines
Mechanical design of overhead linesMechanical design of overhead lines
Mechanical design of overhead linesMd. Rimon Mia
 
Electricity Markets Regulation - Lesson 8 - Pricing
Electricity Markets Regulation - Lesson 8 - PricingElectricity Markets Regulation - Lesson 8 - Pricing
Electricity Markets Regulation - Lesson 8 - PricingLeonardo ENERGY
 
VAWT Thesis Poster
VAWT Thesis PosterVAWT Thesis Poster
VAWT Thesis PosterRene Serrano
 
Power system voltage stability
Power system voltage stabilityPower system voltage stability
Power system voltage stabilitySiddhantMishra43
 
Site selection for Hydel Power Plant
Site selection for Hydel Power PlantSite selection for Hydel Power Plant
Site selection for Hydel Power PlantAFAQAHMED JAMADAR
 
SF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
SF6 Circuit breaker by Khalid, NIT Warangal 2014 BatchSF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
SF6 Circuit breaker by Khalid, NIT Warangal 2014 BatchKhalid Khan
 
Ppt on design of solar photovoltaic generation for residential building
Ppt on design of solar photovoltaic generation for residential buildingPpt on design of solar photovoltaic generation for residential building
Ppt on design of solar photovoltaic generation for residential buildingSiya Agarwal
 
Trends in Distribution Automation
Trends in Distribution AutomationTrends in Distribution Automation
Trends in Distribution AutomationSchneider Electric
 
Recent Trends In Power Generation
Recent Trends In Power GenerationRecent Trends In Power Generation
Recent Trends In Power GenerationGowtham MG
 
Transmission congestion management in deregulated power system operations
Transmission congestion management in deregulated power system operationsTransmission congestion management in deregulated power system operations
Transmission congestion management in deregulated power system operationsWriteKraft Dissertations
 

Was ist angesagt? (20)

Wind power existing & recent trends
Wind power existing & recent trendsWind power existing & recent trends
Wind power existing & recent trends
 
Mini grid and Solar home system
Mini grid and Solar home systemMini grid and Solar home system
Mini grid and Solar home system
 
Wind power plant
Wind power plantWind power plant
Wind power plant
 
demand side management
demand side managementdemand side management
demand side management
 
Mechanical design of overhead lines
Mechanical design of overhead linesMechanical design of overhead lines
Mechanical design of overhead lines
 
Gas insulated substation.
Gas insulated substation.Gas insulated substation.
Gas insulated substation.
 
Electricity Markets Regulation - Lesson 8 - Pricing
Electricity Markets Regulation - Lesson 8 - PricingElectricity Markets Regulation - Lesson 8 - Pricing
Electricity Markets Regulation - Lesson 8 - Pricing
 
VAWT Thesis Poster
VAWT Thesis PosterVAWT Thesis Poster
VAWT Thesis Poster
 
Power system voltage stability
Power system voltage stabilityPower system voltage stability
Power system voltage stability
 
Hybrid wind solar energy system
Hybrid wind solar energy systemHybrid wind solar energy system
Hybrid wind solar energy system
 
Understanding wind power made easy
Understanding wind power made easyUnderstanding wind power made easy
Understanding wind power made easy
 
Site selection for Hydel Power Plant
Site selection for Hydel Power PlantSite selection for Hydel Power Plant
Site selection for Hydel Power Plant
 
SF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
SF6 Circuit breaker by Khalid, NIT Warangal 2014 BatchSF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
SF6 Circuit breaker by Khalid, NIT Warangal 2014 Batch
 
Hvdc
HvdcHvdc
Hvdc
 
Ppt on design of solar photovoltaic generation for residential building
Ppt on design of solar photovoltaic generation for residential buildingPpt on design of solar photovoltaic generation for residential building
Ppt on design of solar photovoltaic generation for residential building
 
Trends in Distribution Automation
Trends in Distribution AutomationTrends in Distribution Automation
Trends in Distribution Automation
 
Recent Trends In Power Generation
Recent Trends In Power GenerationRecent Trends In Power Generation
Recent Trends In Power Generation
 
Transmission congestion management in deregulated power system operations
Transmission congestion management in deregulated power system operationsTransmission congestion management in deregulated power system operations
Transmission congestion management in deregulated power system operations
 
What does merit order mean
What does merit order meanWhat does merit order mean
What does merit order mean
 
Demand side management
Demand side managementDemand side management
Demand side management
 

Andere mochten auch

Integration of Demand Side Management, Distributed Generation, Renewable Ener...
Integration of Demand Side Management, Distributed Generation, Renewable Ener...Integration of Demand Side Management, Distributed Generation, Renewable Ener...
Integration of Demand Side Management, Distributed Generation, Renewable Ener...IEA DSM Implementing Agreement (IA)
 
Carol Propper: Reform and demand response in the NHS
Carol Propper: Reform and demand response in the NHS  Carol Propper: Reform and demand response in the NHS
Carol Propper: Reform and demand response in the NHS Nuffield Trust
 
Automated Demand Response Strategies for Market Participation and Grid Manage...
Automated Demand Response Strategies for Market Participation and Grid Manage...Automated Demand Response Strategies for Market Participation and Grid Manage...
Automated Demand Response Strategies for Market Participation and Grid Manage...IEA DSM Implementing Agreement (IA)
 
The Future of Residential Demand Response: BGE's Integration of Demand Respon...
The Future of Residential Demand Response: BGE's Integration of Demand Respon...The Future of Residential Demand Response: BGE's Integration of Demand Respon...
The Future of Residential Demand Response: BGE's Integration of Demand Respon...E Source Companies, LLC
 
Doe Smart Grid
Doe   Smart GridDoe   Smart Grid
Doe Smart GridWDMcCall
 
Efficiency & Demand Response Programs service from E Source
Efficiency & Demand Response Programs service from E SourceEfficiency & Demand Response Programs service from E Source
Efficiency & Demand Response Programs service from E SourceE Source Companies, LLC
 
Electric Vehicles and Demand Response Opportunty in California, 2010-2030
Electric Vehicles and Demand Response Opportunty in California, 2010-2030Electric Vehicles and Demand Response Opportunty in California, 2010-2030
Electric Vehicles and Demand Response Opportunty in California, 2010-2030Brian Moss
 
Autonomous Demand Response using Stochastic Differential Games
Autonomous Demand Response using Stochastic Differential GamesAutonomous Demand Response using Stochastic Differential Games
Autonomous Demand Response using Stochastic Differential GamesNajmeh Forouzandehmehr
 
Estimating demand response potential in urban condominiums of Japan 10.12.12
Estimating demand response potential in urban condominiums of Japan 10.12.12Estimating demand response potential in urban condominiums of Japan 10.12.12
Estimating demand response potential in urban condominiums of Japan 10.12.12Reina Kohtake
 
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)
 
Demand Response workshop - Powering Sydney
Demand Response workshop - Powering SydneyDemand Response workshop - Powering Sydney
Demand Response workshop - Powering SydneyTransGrid AU
 
Demand Response: The Key to a Competitive Facility
Demand Response: The Key to a Competitive FacilityDemand Response: The Key to a Competitive Facility
Demand Response: The Key to a Competitive FacilitySchneider Electric
 
Demand Response in Ireland
Demand Response in IrelandDemand Response in Ireland
Demand Response in IrelandKiwiPower1
 
How does Demand Response reduce electricity use?
How does Demand Response reduce electricity use?How does Demand Response reduce electricity use?
How does Demand Response reduce electricity use?Environmental Defense Fund
 
From Load Forecasting to Demand Response - A Web of Things Use Case
From Load Forecasting to Demand Response  - A Web of Things Use CaseFrom Load Forecasting to Demand Response  - A Web of Things Use Case
From Load Forecasting to Demand Response - A Web of Things Use CaseTill Riedel
 

Andere mochten auch (17)

Java easy learning
Java easy  learningJava easy  learning
Java easy learning
 
Integration of Demand Side Management, Distributed Generation, Renewable Ener...
Integration of Demand Side Management, Distributed Generation, Renewable Ener...Integration of Demand Side Management, Distributed Generation, Renewable Ener...
Integration of Demand Side Management, Distributed Generation, Renewable Ener...
 
Carol Propper: Reform and demand response in the NHS
Carol Propper: Reform and demand response in the NHS  Carol Propper: Reform and demand response in the NHS
Carol Propper: Reform and demand response in the NHS
 
Automated Demand Response Strategies for Market Participation and Grid Manage...
Automated Demand Response Strategies for Market Participation and Grid Manage...Automated Demand Response Strategies for Market Participation and Grid Manage...
Automated Demand Response Strategies for Market Participation and Grid Manage...
 
The Future of Residential Demand Response: BGE's Integration of Demand Respon...
The Future of Residential Demand Response: BGE's Integration of Demand Respon...The Future of Residential Demand Response: BGE's Integration of Demand Respon...
The Future of Residential Demand Response: BGE's Integration of Demand Respon...
 
Doe Smart Grid
Doe   Smart GridDoe   Smart Grid
Doe Smart Grid
 
Efficiency & Demand Response Programs service from E Source
Efficiency & Demand Response Programs service from E SourceEfficiency & Demand Response Programs service from E Source
Efficiency & Demand Response Programs service from E Source
 
KEPCO's Demand Side Management Programs
KEPCO's Demand Side Management ProgramsKEPCO's Demand Side Management Programs
KEPCO's Demand Side Management Programs
 
Electric Vehicles and Demand Response Opportunty in California, 2010-2030
Electric Vehicles and Demand Response Opportunty in California, 2010-2030Electric Vehicles and Demand Response Opportunty in California, 2010-2030
Electric Vehicles and Demand Response Opportunty in California, 2010-2030
 
Autonomous Demand Response using Stochastic Differential Games
Autonomous Demand Response using Stochastic Differential GamesAutonomous Demand Response using Stochastic Differential Games
Autonomous Demand Response using Stochastic Differential Games
 
Estimating demand response potential in urban condominiums of Japan 10.12.12
Estimating demand response potential in urban condominiums of Japan 10.12.12Estimating demand response potential in urban condominiums of Japan 10.12.12
Estimating demand response potential in urban condominiums of Japan 10.12.12
 
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 ...
 
Demand Response workshop - Powering Sydney
Demand Response workshop - Powering SydneyDemand Response workshop - Powering Sydney
Demand Response workshop - Powering Sydney
 
Demand Response: The Key to a Competitive Facility
Demand Response: The Key to a Competitive FacilityDemand Response: The Key to a Competitive Facility
Demand Response: The Key to a Competitive Facility
 
Demand Response in Ireland
Demand Response in IrelandDemand Response in Ireland
Demand Response in Ireland
 
How does Demand Response reduce electricity use?
How does Demand Response reduce electricity use?How does Demand Response reduce electricity use?
How does Demand Response reduce electricity use?
 
From Load Forecasting to Demand Response - A Web of Things Use Case
From Load Forecasting to Demand Response  - A Web of Things Use CaseFrom Load Forecasting to Demand Response  - A Web of Things Use Case
From Load Forecasting to Demand Response - A Web of Things Use Case
 

Ähnlich wie PG&E Demand Response Programs

Demand response, next generation products & services (rp)
Demand response, next generation products & services (rp)Demand response, next generation products & services (rp)
Demand response, next generation products & services (rp)Prabhdip Singh Rayat
 
Demand Response, Next generation products & services (RP)
Demand Response, Next generation products & services (RP)Demand Response, Next generation products & services (RP)
Demand Response, Next generation products & services (RP)Prabhdip Singh Rayat
 
Power Conservation Technology Integration Webinar
Power Conservation Technology Integration WebinarPower Conservation Technology Integration Webinar
Power Conservation Technology Integration WebinarLegend Power
 
Energy Efficiency Workshop - Powering Sydney
Energy Efficiency Workshop - Powering SydneyEnergy Efficiency Workshop - Powering Sydney
Energy Efficiency Workshop - Powering SydneyTransGrid AU
 
Sustainability Incentives presentation
Sustainability Incentives presentationSustainability Incentives presentation
Sustainability Incentives presentationRyan Slack
 
Top 10 Products That Save Money - David McDougall, EnerNOC
Top 10 Products That Save Money - David McDougall, EnerNOCTop 10 Products That Save Money - David McDougall, EnerNOC
Top 10 Products That Save Money - David McDougall, EnerNOCMassRecycle
 
Finding financing for industrial energy efficiency & chp
Finding financing for industrial energy efficiency & chpFinding financing for industrial energy efficiency & chp
Finding financing for industrial energy efficiency & chpTNenergy
 
Reducing emissions at a lower cost with new business models
Reducing emissions at a lower cost with new business modelsReducing emissions at a lower cost with new business models
Reducing emissions at a lower cost with new business modelsClimate Policy Initiative
 
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
 
2009 Sdge It Virtualization Presentation
2009 Sdge It Virtualization Presentation2009 Sdge It Virtualization Presentation
2009 Sdge It Virtualization Presentationfowlk9
 
Financing energy storage - Masterclass By MACQUARIE
Financing energy storage - Masterclass By MACQUARIEFinancing energy storage - Masterclass By MACQUARIE
Financing energy storage - Masterclass By MACQUARIEDavide Bonomi
 
Combined Heat and Power + Process Heating-Waste Heat Recovery 5-26-20 FINAL (...
Combined Heat and Power + Process Heating-Waste Heat Recovery 5-26-20 FINAL (...Combined Heat and Power + Process Heating-Waste Heat Recovery 5-26-20 FINAL (...
Combined Heat and Power + Process Heating-Waste Heat Recovery 5-26-20 FINAL (...Marimuthu886530
 
Electricity peak demand charges overview
Electricity peak demand charges overviewElectricity peak demand charges overview
Electricity peak demand charges overviewstem_marketing
 
Energy efficiency in the tennessee valley
Energy efficiency in the tennessee valleyEnergy efficiency in the tennessee valley
Energy efficiency in the tennessee valleyTNenergy
 
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...guest3e1229f
 
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...Alliance To Save Energy
 
coned-presentation-in-pdf-final.pdf
coned-presentation-in-pdf-final.pdfconed-presentation-in-pdf-final.pdf
coned-presentation-in-pdf-final.pdfJose Morales
 
Demand side management
Demand side managementDemand side management
Demand side managementRohit Garg
 

Ähnlich wie PG&E Demand Response Programs (20)

Demand response, next generation products & services (rp)
Demand response, next generation products & services (rp)Demand response, next generation products & services (rp)
Demand response, next generation products & services (rp)
 
Demand Response, Next generation products & services (RP)
Demand Response, Next generation products & services (RP)Demand Response, Next generation products & services (RP)
Demand Response, Next generation products & services (RP)
 
Power Conservation Technology Integration Webinar
Power Conservation Technology Integration WebinarPower Conservation Technology Integration Webinar
Power Conservation Technology Integration Webinar
 
Energy Efficiency Workshop - Powering Sydney
Energy Efficiency Workshop - Powering SydneyEnergy Efficiency Workshop - Powering Sydney
Energy Efficiency Workshop - Powering Sydney
 
Sustainability Incentives presentation
Sustainability Incentives presentationSustainability Incentives presentation
Sustainability Incentives presentation
 
Top 10 Products That Save Money - David McDougall, EnerNOC
Top 10 Products That Save Money - David McDougall, EnerNOCTop 10 Products That Save Money - David McDougall, EnerNOC
Top 10 Products That Save Money - David McDougall, EnerNOC
 
Finding financing for industrial energy efficiency & chp
Finding financing for industrial energy efficiency & chpFinding financing for industrial energy efficiency & chp
Finding financing for industrial energy efficiency & chp
 
Reducing emissions at a lower cost with new business models
Reducing emissions at a lower cost with new business modelsReducing emissions at a lower cost with new business models
Reducing emissions at a lower cost with new business models
 
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
 
2009 Sdge It Virtualization Presentation
2009 Sdge It Virtualization Presentation2009 Sdge It Virtualization Presentation
2009 Sdge It Virtualization Presentation
 
Financing energy storage - Masterclass By MACQUARIE
Financing energy storage - Masterclass By MACQUARIEFinancing energy storage - Masterclass By MACQUARIE
Financing energy storage - Masterclass By MACQUARIE
 
Demand Side Management
Demand Side ManagementDemand Side Management
Demand Side Management
 
Combined Heat and Power + Process Heating-Waste Heat Recovery 5-26-20 FINAL (...
Combined Heat and Power + Process Heating-Waste Heat Recovery 5-26-20 FINAL (...Combined Heat and Power + Process Heating-Waste Heat Recovery 5-26-20 FINAL (...
Combined Heat and Power + Process Heating-Waste Heat Recovery 5-26-20 FINAL (...
 
Electricity peak demand charges overview
Electricity peak demand charges overviewElectricity peak demand charges overview
Electricity peak demand charges overview
 
Energy efficiency in the tennessee valley
Energy efficiency in the tennessee valleyEnergy efficiency in the tennessee valley
Energy efficiency in the tennessee valley
 
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
 
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
Paul Hamilton, Schneider Electric: Lean and Clean: Equipping Modern Manufactu...
 
coned-presentation-in-pdf-final.pdf
coned-presentation-in-pdf-final.pdfconed-presentation-in-pdf-final.pdf
coned-presentation-in-pdf-final.pdf
 
Energy Services Overview
Energy Services OverviewEnergy Services Overview
Energy Services Overview
 
Demand side management
Demand side managementDemand side management
Demand side management
 

Mehr von michaeljmack

Auburn, NY - 200 Years of History 1793-1993
Auburn, NY - 200 Years of History  1793-1993Auburn, NY - 200 Years of History  1793-1993
Auburn, NY - 200 Years of History 1793-1993michaeljmack
 
Auburn High School, Auburn, NY, 1982 Yearbook
Auburn High School, Auburn, NY, 1982 YearbookAuburn High School, Auburn, NY, 1982 Yearbook
Auburn High School, Auburn, NY, 1982 Yearbookmichaeljmack
 
Auburn High School, Auburn, NY, 1980 Yearbook
Auburn High School, Auburn, NY, 1980 YearbookAuburn High School, Auburn, NY, 1980 Yearbook
Auburn High School, Auburn, NY, 1980 Yearbookmichaeljmack
 
Diesel Particulate Filters Control Systems
Diesel Particulate Filters Control SystemsDiesel Particulate Filters Control Systems
Diesel Particulate Filters Control Systemsmichaeljmack
 
Understanding Arc Flash
Understanding Arc FlashUnderstanding Arc Flash
Understanding Arc Flashmichaeljmack
 
Siemens MV GIS Switchgear
Siemens MV GIS SwitchgearSiemens MV GIS Switchgear
Siemens MV GIS Switchgearmichaeljmack
 
Fundamentals of transformer inrush
Fundamentals of transformer inrushFundamentals of transformer inrush
Fundamentals of transformer inrushmichaeljmack
 
Building information modeling
Building information modelingBuilding information modeling
Building information modelingmichaeljmack
 
15 years of experience stator ground fault protection
15 years of experience stator ground fault protection15 years of experience stator ground fault protection
15 years of experience stator ground fault protectionmichaeljmack
 
Emergency, Legally Required and Optional Standby Systems
Emergency, Legally Required and Optional Standby SystemsEmergency, Legally Required and Optional Standby Systems
Emergency, Legally Required and Optional Standby Systemsmichaeljmack
 
Lighting Control Solutions for Daylit Spaces
Lighting Control Solutions for Daylit SpacesLighting Control Solutions for Daylit Spaces
Lighting Control Solutions for Daylit Spacesmichaeljmack
 
COPS: An Arresting Look at NEC Article 708
COPS: An Arresting Look at NEC Article 708COPS: An Arresting Look at NEC Article 708
COPS: An Arresting Look at NEC Article 708michaeljmack
 
Seismic Compliance of Electrical Distribution
Seismic Compliance of Electrical DistributionSeismic Compliance of Electrical Distribution
Seismic Compliance of Electrical Distributionmichaeljmack
 
Generator Set Transient Performance
Generator Set Transient PerformanceGenerator Set Transient Performance
Generator Set Transient Performancemichaeljmack
 
Modeling of a digital protective relay in a RT Digital Simulator
Modeling of a digital protective relay in a RT Digital SimulatorModeling of a digital protective relay in a RT Digital Simulator
Modeling of a digital protective relay in a RT Digital Simulatormichaeljmack
 
Facts on Grid Friendly Wind Plants
Facts on Grid Friendly Wind PlantsFacts on Grid Friendly Wind Plants
Facts on Grid Friendly Wind Plantsmichaeljmack
 
Power Plant Horror Stories
Power Plant Horror StoriesPower Plant Horror Stories
Power Plant Horror Storiesmichaeljmack
 
Blackout Avoidance & Undervoltage Load Shedding
Blackout Avoidance & Undervoltage Load SheddingBlackout Avoidance & Undervoltage Load Shedding
Blackout Avoidance & Undervoltage Load Sheddingmichaeljmack
 
Transformer Fundamentals
Transformer FundamentalsTransformer Fundamentals
Transformer Fundamentalsmichaeljmack
 

Mehr von michaeljmack (20)

Auburn, NY - 200 Years of History 1793-1993
Auburn, NY - 200 Years of History  1793-1993Auburn, NY - 200 Years of History  1793-1993
Auburn, NY - 200 Years of History 1793-1993
 
Auburn High School, Auburn, NY, 1982 Yearbook
Auburn High School, Auburn, NY, 1982 YearbookAuburn High School, Auburn, NY, 1982 Yearbook
Auburn High School, Auburn, NY, 1982 Yearbook
 
Auburn High School, Auburn, NY, 1980 Yearbook
Auburn High School, Auburn, NY, 1980 YearbookAuburn High School, Auburn, NY, 1980 Yearbook
Auburn High School, Auburn, NY, 1980 Yearbook
 
Surge Protection
Surge ProtectionSurge Protection
Surge Protection
 
Diesel Particulate Filters Control Systems
Diesel Particulate Filters Control SystemsDiesel Particulate Filters Control Systems
Diesel Particulate Filters Control Systems
 
Understanding Arc Flash
Understanding Arc FlashUnderstanding Arc Flash
Understanding Arc Flash
 
Siemens MV GIS Switchgear
Siemens MV GIS SwitchgearSiemens MV GIS Switchgear
Siemens MV GIS Switchgear
 
Fundamentals of transformer inrush
Fundamentals of transformer inrushFundamentals of transformer inrush
Fundamentals of transformer inrush
 
Building information modeling
Building information modelingBuilding information modeling
Building information modeling
 
15 years of experience stator ground fault protection
15 years of experience stator ground fault protection15 years of experience stator ground fault protection
15 years of experience stator ground fault protection
 
Emergency, Legally Required and Optional Standby Systems
Emergency, Legally Required and Optional Standby SystemsEmergency, Legally Required and Optional Standby Systems
Emergency, Legally Required and Optional Standby Systems
 
Lighting Control Solutions for Daylit Spaces
Lighting Control Solutions for Daylit SpacesLighting Control Solutions for Daylit Spaces
Lighting Control Solutions for Daylit Spaces
 
COPS: An Arresting Look at NEC Article 708
COPS: An Arresting Look at NEC Article 708COPS: An Arresting Look at NEC Article 708
COPS: An Arresting Look at NEC Article 708
 
Seismic Compliance of Electrical Distribution
Seismic Compliance of Electrical DistributionSeismic Compliance of Electrical Distribution
Seismic Compliance of Electrical Distribution
 
Generator Set Transient Performance
Generator Set Transient PerformanceGenerator Set Transient Performance
Generator Set Transient Performance
 
Modeling of a digital protective relay in a RT Digital Simulator
Modeling of a digital protective relay in a RT Digital SimulatorModeling of a digital protective relay in a RT Digital Simulator
Modeling of a digital protective relay in a RT Digital Simulator
 
Facts on Grid Friendly Wind Plants
Facts on Grid Friendly Wind PlantsFacts on Grid Friendly Wind Plants
Facts on Grid Friendly Wind Plants
 
Power Plant Horror Stories
Power Plant Horror StoriesPower Plant Horror Stories
Power Plant Horror Stories
 
Blackout Avoidance & Undervoltage Load Shedding
Blackout Avoidance & Undervoltage Load SheddingBlackout Avoidance & Undervoltage Load Shedding
Blackout Avoidance & Undervoltage Load Shedding
 
Transformer Fundamentals
Transformer FundamentalsTransformer Fundamentals
Transformer Fundamentals
 

Kürzlich hochgeladen

Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptDineshKumar4165
 
Introduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaIntroduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaOmar Fathy
 
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxA CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxmaisarahman1
 
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...HenryBriggs2
 
Bridge Jacking Design Sample Calculation.pptx
Bridge Jacking Design Sample Calculation.pptxBridge Jacking Design Sample Calculation.pptx
Bridge Jacking Design Sample Calculation.pptxnuruddin69
 
Engineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planesEngineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planesRAJNEESHKUMAR341697
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesMayuraD1
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueBhangaleSonal
 
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...soginsider
 
Rums floating Omkareshwar FSPV IM_16112021.pdf
Rums floating Omkareshwar FSPV IM_16112021.pdfRums floating Omkareshwar FSPV IM_16112021.pdf
Rums floating Omkareshwar FSPV IM_16112021.pdfsmsksolar
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxJuliansyahHarahap1
 
data_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdfdata_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdfJiananWang21
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VDineshKumar4165
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . pptDineshKumar4165
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsvanyagupta248
 
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...Health
 
2016EF22_0 solar project report rooftop projects
2016EF22_0 solar project report rooftop projects2016EF22_0 solar project report rooftop projects
2016EF22_0 solar project report rooftop projectssmsksolar
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdfKamal Acharya
 

Kürzlich hochgeladen (20)

Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
 
Introduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaIntroduction to Serverless with AWS Lambda
Introduction to Serverless with AWS Lambda
 
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptxA CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
A CASE STUDY ON CERAMIC INDUSTRY OF BANGLADESH.pptx
 
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
 
Integrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - NeometrixIntegrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - Neometrix
 
Bridge Jacking Design Sample Calculation.pptx
Bridge Jacking Design Sample Calculation.pptxBridge Jacking Design Sample Calculation.pptx
Bridge Jacking Design Sample Calculation.pptx
 
Engineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planesEngineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planes
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakes
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torque
 
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
 
Rums floating Omkareshwar FSPV IM_16112021.pdf
Rums floating Omkareshwar FSPV IM_16112021.pdfRums floating Omkareshwar FSPV IM_16112021.pdf
Rums floating Omkareshwar FSPV IM_16112021.pdf
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptx
 
data_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdfdata_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdf
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech students
 
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
 
2016EF22_0 solar project report rooftop projects
2016EF22_0 solar project report rooftop projects2016EF22_0 solar project report rooftop projects
2016EF22_0 solar project report rooftop projects
 
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced LoadsFEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdf
 

PG&E Demand Response Programs

  • 1. PG&E Demand Response Programs: An Overview Osman Sezgen November 17, 2009
  • 2. 2 MW 2008 System Load (CAISO / PG&E) California’s Electricity Need Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Electric demand is highly variable, with peaks that require higher capacity during short periods. 46,775 MW (June 20th, 2008)
  • 3. 3 Source: California Independent System Operator Corporation % Time per Year Last 25% of capacity needed less than 10% of the time California uses 5% of capacity for less than 50 hours per year! California’s Electricity Need System Load Duration Curve MW Capacity used to support peak demand is expensive, inefficient and environmentally unfriendly.
  • 4. Demand Response: Benefits Reduces electrical demand during “critical peak” periods Rewards customers contributing to demand reduction Enables: – Reduced need for excess generation capacity to serve peak loads: DR is a “virtual peaking plant” – Enhanced electric grid reliability – Lower average electric procurement costs – Lower environmental impact
  • 5. Demand Response Opportunities Medium Commercial and Industrial (20 kW- 200kW) • Air Conditioning • Lighting • Refrigeration • Process Large Commercial and Industrial (>200 kW) • Air Conditioning • Lighting • Refrigeration • Process Residential and Small Commercial (<20 kW) • Air Conditioning • Plug-in EV PG&EPeak MW 0 5000 10000 15000 20000 25000 1
  • 6. Demand Response: From Utility Energy Procurement Point of View Connect customer demand response capability and CAISO markets – Provide retail tariffs and programs to the customers: call events and settle with customers – Schedule load, bid DR and settle with CASIO Use DR capability to meet Resource Adequacy Requirements
  • 7. 7 PG&E’s demand response programs Demand response: Occasional, temporary reduction - when notified or when prices are high Pays incentives Enablement - hardware, software, equipment, controls, programming Participation - reduce demand temporarily when called More commitment to flexibility = higher incentives
  • 8. Demand Response vs. Energy Efficiency Source: Public Interest Energy Research (PIER) Demand Response Research Center 1 Wattspersquarefoot 4.50 4.00 3.50 3.00 2.50 2.00 1.50 1.00 0.50 0.00 24 5 6 7 238 9 10 11 12 13 14 15 16 17 18 19 20 21 22 24 Demand Response Standard Energy Efficient Wattspersquarefoot 4.50 4.00 3.50 3.00 2.50 2.00 1.50 1.00 0.50 0.00 23 4 5 6 7 238 9 10 11 12 13 14 15 16 17 18 19 20 21 22 24 Demand Response Standard Energy Efficient
  • 9. 9 Enablement Programs Technical Incentives (TI) – Up to $125/kW of demonstrated load drop – Up to 50% of project cost for retrofit – Up to 100% of project cost for new construction – Must participate in DR program for 3 years – DBP & PeakChoice Best Effort = $50/kW Auto-DR – Up to $300/kW (goes to $250/kW in Jan 2010) – Up to 100% of project cost, you must be in DR for 3 years – Facility control system communicates directly with PG&E – You have full control and can opt out
  • 10. 10 Participation Programs: Key Features Notification: Day-ahead vs. Day-of Commitment: Voluntary vs. Committed Event Trigger: Emergency vs. Price Sensitive Operating Months: Summer vs. Year-around Curtailment Window: Afternoon hours vs. 24 hours
  • 11. 11 Current DR Participation Programs for Large Commercial and Industrial Customers Voluntary •Demand Bidding Program (DBP) – 103 MW •PeakChoice (Best Effort) – 1 MW Committed •PeakChoice (Committed) – 4 MW •Aggregator Programs •Capacity Bidding Program (CBP) – 52 MW •Aggregator Managed Portfolio (AMP) – 110 MW •Base Interruptible Program (BIP) – 243 MW •Bilateral Contracts (DWR) – 200 MW Dynamic Rates •Critical Peak Pricing Program (CPP) – 11 MW
  • 12. 12 Current DR Participation Programs for Residential and Small Commercial/Industrial Customers Committed Programs •Smart AC – 137 MW Dynamic Rates •SmartRate* – 9 MW *a CPP type rate
  • 13. 13 Voluntary Participation Programs New to DR, no EMS, low flexibility, unpredictable demand, different staff daily? PeakChoice - Best Effort – Min 10 kW, choose 30 min, 4.5 hours, 1 day, 2 day notice – Also choose duration, # events, kW, time of day, and more – No penalty, payments only when called & when perform Demand Bidding Program (DBP) – Min 50 kW bid, min 2 consecutive hours – Day-of ($. 60/kW) and day-ahead ($.50/kW) notice – Choose to bid in when called, no penalty for non-performance
  • 14. 14 Committed Participation Programs: Price Sensitive Have variable demand by season, or by month? Capacity Bidding Program (CBP) – can bid different kW each month – capacity and energy payments, incentives vary by month – sign up via aggregator or can self aggregate Want guaranteed payments and control over event criteria? PeakChoice - Committed – Min 10 kW, choose 30 min, 4.5 hours, 1 day, 2 day notice – Also choose duration, # events, time of day and more – Guaranteed monthly capacity payments, plus energy payments – Penalties for non performance, but some break even flexibility
  • 15. 15 Committed Participation Programs: Emergency Can shift operations to off-peak, desire high incentives, can respond in 30 minutes, year round? Base Interruptible Program (BIP) – Greater of 100kW or 15% of max peak – Paid to reduce load down to FSL; Penalty $6/kWh – Temporarily capped; waiting list – Enroll Directly or through a BIP Aggregator
  • 16. 16 Participation Programs: Dynamic Rates Can be flexible with your operations with day-ahead notice and prefer defined number of events? Critical Peak Pricing (CPP) – earn credits (discounted rate) May – Oct – No penalties, high price 12-6 PM on up to 12 days – Energy charge multiplied by 5 for on-peak and 3 for off-peak hours – Note: CPP will transition to Peak Day Pricing (PDP) in 2010.
  • 17. 17 Participation Programs: Other Plus more DR Programs: – AMP: 5 aggregators, proprietary offers, find your unique fit – Permanent Load Shift – Thermal Energy Storage (HVAC) – SmartAC (under 200 kW)
  • 18. 18 History of Events 2006 2007 2008 2009 CPP 11 12 11 12 DBP 18 1 1 1 BIP 1 1 1 1 AMP 3 7 5 CBP 11 6 2 SmartAC 1 1 0 PeakChoice 1 History of Events Called
  • 19. 19 Customer examples Large Office Building: Identified 337 kW of DR potential TI = up to $42,125 or AutoDR = up to $101,100 PeakChoice Committed = $27,418 (total May – Oct) Mid Size Grocery Store: Identified 80 kW of DR potential TI = up to $10,000 or AutoDR = up to $24,000 PeakChoice Committed = $6,508 (total May – Oct)
  • 20. 20 Customer examples Unified School District: Identified 1 MW of DR potential TI = up to $125,000 or AutoDR = up to $300,000 PeakChoice Committed = $81,360 (total May – Oct) Small Hotel: Identified 29 kW of DR potential TI = up to $3,625 or AutoDR = up to $8,700 PeakChoice = $2,359 (total May – Oct)
  • 21. 21 Customer examples Refrigerated warehouse: Identified 1.3 MW of DR potential TI = up to $162,500 or AutoDR = up to $390,000 PeakChoice Committed = $105,000 (total May – Oct) Food Processing Plant: Identified 8 MW of seasonal DR potential TI = up to $500,000 or AutoDR = up to $1.2 million Capacity Bidding = $320,880 (total Sep – Oct)
  • 22. Major Trends Dynamic Pricing (Dynamic Rates) for all customer classes Integration with the CAISO operations and markets – Emergency programs are being restructured to be more price sensitive – Programs are being modified for local dispatch – DR resources are being utilized to provide ancillary services Integration with other EE and Distributed Generation Activities (Audits, Incentive Programs, Marketing Activities) Automation through enabling technology DR leveraging SmartMeter and Home Area Network related activities
  • 23. Delivered DR MW in PG&E Service Area 0 200 400 600 800 1000 1200 1400 2009 2010 2011 MW DWR Contract DR Programs Dynamic Rates
  • 24. 24 Dynamic Pricing • Statewide initiative for dynamic pricing • Peak day pricing (PDP) rate proposal • PDP rate design and options
  • 25. Moving Toward A More Efficient Model Price Variability Economic Efficiency + + Flat TOU RTP Spiky Demand Waste Leveled Demand Reduced Waste
  • 26. Variable Electric Prices - Definitions Time of Use (TOU): Prices vary across peak and off-peak hours and sometimes also across seasons. The rates and pricing periods are fixed ahead of time. Critical Peak Pricing (CPP) and Peak Day Pricing (PDP): Very high prices on event days. Discounted TOU rates during other times. Real-time Prices (RTP): Prices vary around the clock and are not known ahead of time. They are communicated to customers on a day-ahead or hour- ahead basis.
  • 27. 27 Peak day pricing (PDP) proposal As the first step toward dynamic pricing, PDP: Allows the price of electricity to reflect the true costs Provides lower energy rates on non-event days in exchange for higher rates on event days Includes options within the rates to maximize customer participation and acceptance While PDP is a default rate plan, the rate is not mandatory and customers can opt out of PDP before the deadline.
  • 28. 28 Peak day pricing (PDP) proposal The deadline for PDP decisions will be: May 1st, 2010 for the first group – Includes large commercial and industrial customers across PG&E’s electric service territory that have service agreements with a demand of 200kW or greater that are on an A10, E19 or E20 tariff. February 1st, 2011 for the second group – Includes small and medium-size businesses as well as large agricultural customers Customers will default to PDP beginning on these dates, or when 12 months of interval data becomes available.
  • 29. 29 Peak day pricing (PDP) proposal Customers exempt from PDP: Demand response program participants (except CPP) Customers without qualifying interval meters for the past 12 months Direct Access (DA) customers Net metered, streetlight/traffic control, and standby load customers
  • 30. 30 PDP rate design and options The number of events based on temperature will vary each year: Estimated average of 10-11 events per year, over past 25 years Rates were designed for an average of 12 events PG&E has proposed that the number of peak events always be between 9 and 15 Typically, events take place during the summer but may also occur during the winter
  • 31. 31 PDP rate design and options Notification of peak events will be communicated via email and phone. Temperatures at or above 98° on weekdays or 105° on weekends & holidays; or California ISO declares emergency conditions; or Extremely high market prices System-wide peak events could be triggered by:
  • 32. 32 PDP rate design and options Time-of-Use (TOU) rates for Summer (May-Oct):
  • 33. Credits PDP will provide reduced summer-season demand and energy charges Credit amounts will vary depending on rate schedule (E19, E20, or A10) and service voltage Charges PDP includes charges for peak event periods, which are called from 2–6pm on peak event days (between 9 and 15 events) The price of electricity during peak event periods will increase $1.20 (proposed) per kWh over the normal rate 33 PDP rate design and options
  • 34. 34 PDP rate design and options Proposed PDP rate schedule for E19S: + =
  • 35. 35 PDP rate design and options Proposed PDP rate schedule for A10S: + =
  • 36. 36 PDP rate design and options Charges during Summer event weekday: 0 100 200 300 400 500 600 700 800 900 1000 1:00AM 2:00AM 3:00AM 4:00AM 5:00AM 6:00AM 7:00AM 8:00AM 9:00AM 10:00AM 11:00AM 12:00PM 1:00PM 2:00PM 3:00PM 4:00PM 5:00PM 6:00PM 7:00PM 8:00PM 9:00PM 10:00PM 11:00PM 12:00AM CustomerDemand(kW) Off-peak Partial-peak On-peak Note: First Partial Peak begins at 8:30am; Second Partial Peak ends at 9:30pm 0 100 200 300 400 500 600 700 800 900 1000 1:00AM 2:00AM 3:00AM 4:00AM 5:00AM 6:00AM 7:00AM 8:00AM 9:00AM 10:00AM 11:00AM 12:00PM 1:00PM 2:00PM 3:00PM 4:00PM 5:00PM 6:00PM 7:00PM 8:00PM 9:00PM 10:00PM 11:00PM 12:00AM CustomerDemand(kW) Off-peak Partial-peak On-peak PDP Adder: + $1.20 / kWh Normal TOU Rates Apply (less applicable PDP demand and energy charge credits) 1:00AM 2:00AM 3:00AM 4:00AM 5:00AM 6:00AM 7:00AM 8:00AM 9:00AM 10:00AM 11:00AM 12:00PM 1:00PM 2:00PM 3:00PM 4:00PM 5:00PM 6:00PM 7:00PM 8:00PM 9:00PM 10:00PM 11:00PM 12:00AM Off-peak Partial-peak On-peak 12:00AM
  • 37. 37 PDP rate design and options Capacity Reservation (E19 & E20 rates) Customers can pay fixed charges for a portion of their peak demand This portion of on-peak usage will be protected from the PDP adder during peak events The capacity reservation charge (CRC) provides insurance against PDP charges and mitigates bill volatility.
  • 38. Summer Event Weekday (hours): 0 100 200 300 400 500 600 700 800 900 1000 1:00AM 2:00AM 3:00AM 4:00AM 5:00AM 6:00AM 7:00AM 8:00AM 9:00AM 10:00AM 11:00AM 12:00PM 1:00PM 2:00PM 3:00PM 4:00PM 5:00PM 6:00PM 7:00PM 8:00PM 9:00PM 10:00PM 11:00PM 12:00AM CustomerDemand(kW) Off-peak Partial-peak On-peak 38 PDP rate design and options Note: First Partial Peak begins at 8:30am; Second Partial Peak ends at 9:30pm Normal TOU Rates Apply (less applicable PDP demand and energy charge credits) 1:00AM 2:00AM 3:00AM 4:00AM 5:00AM 6:00AM 7:00AM 8:00AM 9:00AM 10:00AM 11:00AM 12:00PM 1:00PM 2:00PM 3:00PM 4:00PM 5:00PM 6:00PM 7:00PM 8:00PM 9:00PM 10:00PM 11:00PM 12:00AM Off-peak Partial-peak On-peak 12:00AM 300 kW Capacity Reservation PDP Adder: + $1.20 / kWh
  • 39. 39 PDP rate design and options Capacity Reservation Details PDP credits are nullified for usage within the Capacity Reservation If your demand is less than the reservation, you will still be charged for the full amount Default setting is 50% of the customer’s average peak-period maximum demand during the most recent summer season The capacity reservation charge (CRC) provides insurance against PDP charges and mitigates bill volatility.
  • 40. 40 PDP rate design and options While the Capacity Reservation Charge is not available for customers on A10 rates, there is added rate flexibility. A10 Rate Options 1. A10 Customers can choose 6-hour peak event periods in exchange for lower applicable PDP charges 2. Customers with A10 rates can also choose to have PDP charges apply to their usage only during every other PDP event – Customers choosing this option will have their applicable PDP demand & energy credits also reduced by 50%
  • 41. 41 0 100 200 300 400 500 600 700 800 900 1000 1:00 A M2:00 A M3:00 A M4:00 A M5:00 A M6:00 A M7:00 A M8:00 A M9:00 A M 10:00 AM 11:00 AM 12:00 PM1:00 P M2:00 P M3:00 P M4:00 P M5:00 P M6:00 PM7:00 P M8:00 P M9:00 P M 10:00 PM 11:00 PM 12:00 AM CustomerDemand(kW) Off-peak Partial-peak On-peak PDP Adder PDP rate design and options PDP Adder: + $0.80 / kWh Normal TOU Rates Apply (less applicable PDP demand and energy charge credits) Note: First Partial Peak begins at 8:30am; Second Partial Peak ends at 9:30pm 1:00AM 2:00AM 3:00AM 4:00AM 5:00AM 6:00AM 7:00AM 8:00AM 9:00AM 10:00AM 11:00AM 12:00PM 1:00PM 2:00PM 3:00PM 4:00PM 5:00PM 6:00PM 7:00PM 8:00PM 9:00PM 10:00PM 11:00PM 12:00AM Off-peak Partial-peak On-peak 12:00AM A10 summer event weekday (with 6-hr option):
  • 42. 42 PDP rate design and options A10 credits (with every-other-event option):
  • 43. 43 PDP rate design and options Bill Stabilization In the first year the annual charge will be no greater than under their applicable TOU rate Customers will still be exposed to month-to-month bill volatility during the first year Bill will be trued-up at the end of the 12-month trial Bill Stabilization gives customers a one-year ‘safe harbor’ period to facilitate the transition to PDP.
  • 44. 44 PDP rate design and options To assess your billing impact: Consider your tolerance for bill variance on a month- to-month basis Analyze the seasonality of your energy usage Determine your ability to respond to up to 15 events per year, including consecutive days Gauge your ability to reduce or shift energy usage to before 2pm or after 6pm After considering these factors, customers should select a rate plan that best suits them.
  • 45. 45 PDP rate design and options Before May 1, 2010 select one of these options: Affirm transition to PDP – set up your options and notification preferences Opt-out of PDP – confirm your applicable TOU rate Sign up for demand response – participants of DR will not be eligible for default to PDP Customers will be able to affirm or opt-out of PDP after March 1st, 2010. Customers can sign up for DR anytime.
  • 46. New DR Products: PG&E DR Pilots for Fast DR Ancillary Services Spinning reserve provided by SmartAC switches and thermostats: Working with Lawrence Berkeley National Laboratory (LBNL) Non-spinning reserve provided by C/I customers in 2009 using the Participating Load (PL) Mechanism of CAISO MRTU Release 1 Integration of intermittent renewable resources Utilizing distributed storage for load following and/or regulation (refrigerated warehouse, building pre-cooling, battery technologies): Working with Demand Response Research Center at LBNL Plug-in-hybrid pilot: Working with Clean Air Transportation Department (10 site pilot involving HAN, EMS, Smart Chargers) 46