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What is Smartive?
A Littlestoryaboutus
Smartive develops intelligent platforms to improve the operation an efficiency of the
energy market.
Smartive is very committed with the sustainable growth, the introduction of renewal
energies and the promotion of energy efficiency. As a Smart company Smartive
uses artificial intelligence, cloud computing, and data mining algorithms to provide
smart and efficient solutions to our clients.
We are focusing on deliver intuitive, easy and attractive interfaces to provide
accurate real-time data analysis supporting any web connected device in the
market.
1
What do we do?
Ourservices
22
Monitoring platforms
Smartive develops IT solutions for the energy market. Smartive provides
advanced services of real time SCADA data processing to diagnose wind
turbines. SmartCast©
Low cost diagnosis systems
Online solutions maintenance operations
Smartive is focused on the development of low cost diagnosis systems based
on cloud computing, smart devices, and real time data processing.
Smartive provides access to IT platforms allowing the supervision, monitoring,
diagnose and prognosis the performance of wind turbines. By means of smart
devices (smartphones and tablets) we provide solutions to improve not only the
performance of a wind turbine but also to plan maintenance operations.
Wind SCADA
3
SCADA Parameters
4
WTRM.TrmTmp.Brg1 Transmission Transmission temperature Bearing 1
WTRM.TrmTmp.Brg2 Transmission temperature Bearing 2
WTRM.TrmTmp.GbxOil Transmission temperature Gearbox oil
WTRM.TrmTmp.GbxBrg151 Transmission temperature Gearbox Bearing 151
WTRM.TrmTmp.GbxBrg451 Transmission temperature Gearbox Bearing 451
WTRM.TrmTmp.Gbx Transmission temperature Gearbox
WTRM.TrmTmp.GbxBrg450 Transmission temperature Gearbox Bearing 450
WTRM.TrmTmp.GbxBrg152 Transmission temperature Gearbox Bearing 152
WTRM.TrmTmp.GbxBrg452 Transmission temperature Gearbox Bearing 452
WTRM.TrmTmp.GbxClWtBkw Transmission temperature Gearbox Cooling system
WTRM.TrmTmp.GbxClWtFrw Transmission temperature Gearbox Cooling system
WTRM.TrmTmp.GnClWtBkw Transmission temperature Generator Cooling system
WTRM.TrmTmp.GnClWtFrw Transmission temperature Generator Cooling system
WTRM.TrmTmp.GnBrgDE Transmission temperature generator bearing
WTRM.TrmTmp.GnBrgNDE Transmission temperature generator bearing
WTRM.Brg.OilPres Bearing oil pressure
WTRM.Gbx.OilPres Gearbox oil pressure
WTRM.Brg.OilPresIn Bearing oil pressure In
WGEN.GnTmp.phsA Generator Generator Temperature Phase A
WGEN.GnTmp.phsB Generator Temperature Phase B
WGEN.GnTmp.phsC Generator Temperature Phase C
WGEN.RtrSpd.IGR Rotor Speed IGR
WGEN.Spd Speed
WGEN.RtrSpd.WP2035 Rotor Speed WP2035
WTUR.ExtPwrReactSp Exernal Power Reactive (Set point/Speed)
From 30 and up to
300 parameters.
Frequencies:
1 second (1Hz)
5 minutes
10 minutes
Diagnosis Spaces
5
There are spaces that clearly
indicates potential failures.
Non Linear Classifiers
6
 General idea: the original input space can always be mapped
to some higher-dimensional feature space where the training
set is separable:
Φ: x → φ(x)
SMARTIVE Classifiers
7
8
SMARTIVE Technology
Collaborative Algorithms
Hierarchical Hybrid (H2) Classification Structure
9
SMARTIVE Results
test/out 0 1 Total Test %
0 13205 7 13212 99.41
1 22 56 78 0.59
Total Out 13227 63 13290 100
%
test/out 0 1 Total Test
0 99.36 0.05 99.41
1 0.17 0.42 0.59
Total Out 99.53 0.47 100
71% real Prediction
GearboxAnalysis
10
SMARTIVE Results
Main BearingAnalysis
11
Why Cloud- Diagnosis?
SmartCast
Data Server
(Web)
SmartCast
Local Server
(OPC)
Client
Local Network
12
SMARTCast Solution
SmartcastPredictiveandSCADA monitoringPlatform
13
SmartCast is the most reliable tool in the predictive maintenance at low cost that is
available. This is a software application that does not require installation of
additional sensors, so installation is inexpensive and simple. But on the other hand
is based on a complex work and extensive experience and knowledge of wind
turbines.
The big difference between SmartCast and the other products in the market is
precisely its ease of installation and high accuracy.
Through the data collected in the Scada and using complex algorithms based on AI
the diagnose is achieved.
Our TechnologyTechnologyusedinourproducts
14
IT solutions
The Smartive technology aim to improve the operation and reduce the maintenance costs and increase the efficiency of
windpowerstations.
SmartiveIT solutionshasuserfriendlydesignandintuitiveinterfaces
Technology Based
ArtificialIntelligence
Cloud Computing &DataMining.
SignalProcessing
Instrumentation
Awarded Idea
Smartive technology is based on the awarded developments of iTesTiT as the best Thesis in the UPC (2010) and the best
EntrepreneurialideabasedonResearhconVALORTEC Contest(2011).
InternationalContacts
Investment and partnersSmartivePartnersandcustomers
22
Ourmain InnovationPartnersare:
Smartive currently have active partners and investors but as a company we are keen to
work with anyone passionate and committed with the sustainable growth, renewal
empowerment and energy efficiency.
15
CurrentPartnersonthe WindPowerSectorare:
Info@smartive.eu
www.smartive.eu
+34 620 602 495

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Smartive develops intelligent platforms to improve energy efficiency

  • 1.
  • 2. What is Smartive? A Littlestoryaboutus Smartive develops intelligent platforms to improve the operation an efficiency of the energy market. Smartive is very committed with the sustainable growth, the introduction of renewal energies and the promotion of energy efficiency. As a Smart company Smartive uses artificial intelligence, cloud computing, and data mining algorithms to provide smart and efficient solutions to our clients. We are focusing on deliver intuitive, easy and attractive interfaces to provide accurate real-time data analysis supporting any web connected device in the market. 1
  • 3. What do we do? Ourservices 22 Monitoring platforms Smartive develops IT solutions for the energy market. Smartive provides advanced services of real time SCADA data processing to diagnose wind turbines. SmartCast© Low cost diagnosis systems Online solutions maintenance operations Smartive is focused on the development of low cost diagnosis systems based on cloud computing, smart devices, and real time data processing. Smartive provides access to IT platforms allowing the supervision, monitoring, diagnose and prognosis the performance of wind turbines. By means of smart devices (smartphones and tablets) we provide solutions to improve not only the performance of a wind turbine but also to plan maintenance operations.
  • 5. SCADA Parameters 4 WTRM.TrmTmp.Brg1 Transmission Transmission temperature Bearing 1 WTRM.TrmTmp.Brg2 Transmission temperature Bearing 2 WTRM.TrmTmp.GbxOil Transmission temperature Gearbox oil WTRM.TrmTmp.GbxBrg151 Transmission temperature Gearbox Bearing 151 WTRM.TrmTmp.GbxBrg451 Transmission temperature Gearbox Bearing 451 WTRM.TrmTmp.Gbx Transmission temperature Gearbox WTRM.TrmTmp.GbxBrg450 Transmission temperature Gearbox Bearing 450 WTRM.TrmTmp.GbxBrg152 Transmission temperature Gearbox Bearing 152 WTRM.TrmTmp.GbxBrg452 Transmission temperature Gearbox Bearing 452 WTRM.TrmTmp.GbxClWtBkw Transmission temperature Gearbox Cooling system WTRM.TrmTmp.GbxClWtFrw Transmission temperature Gearbox Cooling system WTRM.TrmTmp.GnClWtBkw Transmission temperature Generator Cooling system WTRM.TrmTmp.GnClWtFrw Transmission temperature Generator Cooling system WTRM.TrmTmp.GnBrgDE Transmission temperature generator bearing WTRM.TrmTmp.GnBrgNDE Transmission temperature generator bearing WTRM.Brg.OilPres Bearing oil pressure WTRM.Gbx.OilPres Gearbox oil pressure WTRM.Brg.OilPresIn Bearing oil pressure In WGEN.GnTmp.phsA Generator Generator Temperature Phase A WGEN.GnTmp.phsB Generator Temperature Phase B WGEN.GnTmp.phsC Generator Temperature Phase C WGEN.RtrSpd.IGR Rotor Speed IGR WGEN.Spd Speed WGEN.RtrSpd.WP2035 Rotor Speed WP2035 WTUR.ExtPwrReactSp Exernal Power Reactive (Set point/Speed) From 30 and up to 300 parameters. Frequencies: 1 second (1Hz) 5 minutes 10 minutes
  • 6. Diagnosis Spaces 5 There are spaces that clearly indicates potential failures.
  • 7. Non Linear Classifiers 6  General idea: the original input space can always be mapped to some higher-dimensional feature space where the training set is separable: Φ: x → φ(x)
  • 9. 8 SMARTIVE Technology Collaborative Algorithms Hierarchical Hybrid (H2) Classification Structure
  • 10. 9 SMARTIVE Results test/out 0 1 Total Test % 0 13205 7 13212 99.41 1 22 56 78 0.59 Total Out 13227 63 13290 100 % test/out 0 1 Total Test 0 99.36 0.05 99.41 1 0.17 0.42 0.59 Total Out 99.53 0.47 100 71% real Prediction GearboxAnalysis
  • 12. 11 Why Cloud- Diagnosis? SmartCast Data Server (Web) SmartCast Local Server (OPC) Client Local Network
  • 14. SmartcastPredictiveandSCADA monitoringPlatform 13 SmartCast is the most reliable tool in the predictive maintenance at low cost that is available. This is a software application that does not require installation of additional sensors, so installation is inexpensive and simple. But on the other hand is based on a complex work and extensive experience and knowledge of wind turbines. The big difference between SmartCast and the other products in the market is precisely its ease of installation and high accuracy. Through the data collected in the Scada and using complex algorithms based on AI the diagnose is achieved.
  • 15. Our TechnologyTechnologyusedinourproducts 14 IT solutions The Smartive technology aim to improve the operation and reduce the maintenance costs and increase the efficiency of windpowerstations. SmartiveIT solutionshasuserfriendlydesignandintuitiveinterfaces Technology Based ArtificialIntelligence Cloud Computing &DataMining. SignalProcessing Instrumentation Awarded Idea Smartive technology is based on the awarded developments of iTesTiT as the best Thesis in the UPC (2010) and the best EntrepreneurialideabasedonResearhconVALORTEC Contest(2011).
  • 16. InternationalContacts Investment and partnersSmartivePartnersandcustomers 22 Ourmain InnovationPartnersare: Smartive currently have active partners and investors but as a company we are keen to work with anyone passionate and committed with the sustainable growth, renewal empowerment and energy efficiency. 15 CurrentPartnersonthe WindPowerSectorare: