1. Vassilis Nikolopoulos, PhD c George Polymenopoulos, MSc,
Optimal Energy and Demand-side Management with Location-based Services and Adaptive Data Mining Algorithms using an innovative web-based Energy Information System (EMIR)
PROMITHEAS-2 International Black Sea Energy Policy Conference
Vassilis Nikolopoulos, PhD c
NTUA (Intelen Group)
George Polymenopoulos, MSc,
(HELESCO SA)
Vassili Loumos
Prof. NTUA
INTELEN R&D Group

2. Energy Governance What really is Energy Governance ?
Managing Energy and Services
Creating Energy Policy and IT Strategy
Analysing the notion of Energy Service
Energy Services Management using IT
Services Initiation
Services Transition
Services Improvement
Services Operation
Is this familiar with ITIL v3 ?
CoBIT comes after adding Energy KPIs
KEPA Prometheus Conference 2008

3. Energy Information Systems
Combining Energy and IT
Basic structural block -> Energy Services
Ways of managing those Services
Ways of analyzing Energy Information
Use Algorithms to make Information Knowledge
Using new Web Technologies
Use of Internet and Wireless Coms
Use well-defined ΙΤ Standards (CoBIT)
Use Energy Standards (ie. ASHRAE)
KEPA Prometheus Conference 2008

4. Energy Services over IT
Managers, Operators, Engineers
Data Analysis & Decision Support tools
Reporting tools
Process (sensors & instruments)
Monitoring & Control Systems
Data Historian
IT Network
KEPA Prometheus Conference 2008

5. Communication protocols
Energy Services over IT (ESCOs)
IT infrastructure
&
Data processing
Data Analysis
&
Decision Making
ESCO’s
Metering Devices
&
Communication protocols
Effective Reporting
&
Process Quality
KEPA Prometheus Conference 2008

6. Energy Profile core Attributes
Load Elasticity Demand to be completely inelastic (i.e. independent of market clearing price)
Load Seasonality Seasonality is a major driver for electricity demand observing seasonality over the daily, weekly, and yearly cycles
Load Mean Reversion Temporary spikes in electricity demand, often induced by extreme weather conditions. However, these spikes are not sustainable and demand reverts back to normal levels within a few days, hours
Stochastic Growth Growth in electricity demand is driven in part by trends in the overall economy
KEPA Prometheus Conference 2008

7. Basic Modeling
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8. Energy Efficiency Plan (EEAP - ΣΔΕΑ)
Collection and analysis of energy data and determination of the national target for energy savings in GWh.
Analysis and forecast of growth in end-demand for energy by sector and use
Available energy technologies and forecast of technological development
Determination of economic potential for energy savings and planning of measures to improve energy end-use efficiency
Determination of intermediate national target
When Top-down meets bottom-up approach
KEPA Prometheus Conference 2008

9. End Demand Analysis from EEAP
By Sector
Public Sector
Domestic Sector
Tertiary Sector (hotels, hospitals, school, sport centers)
Industry Sector
Transport
By Use
Heating, refrigeration, air conditioning, ventilation
Hot water use, Lighting
Engines and operating systems
Heated and refrigerated loads in the production process
Other uses
KEPA Prometheus Conference 2008

10. Objective Function for Services
The load is tied with the Contract Matrix Wn
The Matrix Wn represents the adaptive and Variable Pricing of n contracts for k customers
Various Energy Services can be connected with the above Objective Function in order to maximize profit (Norm Optimization)
KEPA Prometheus Conference 2008

11. Web Data Mining and Fusion
General Topology
Portal Engineering
Energy Data
Web Data Mining and Fusion
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12. Hypercubic Clustering
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13. AMR - System (Live)
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14. Live Installation
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15. Matlab Server Pages - MSP
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16. Energy Data Format
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17. Energy Data Format
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18. Energy Data Format
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19. Snapshots from the System
KEPA Prometheus Conference 2008

20. Snapshots

21. Snapshots

22. Snapshots

23. Snapshots

24. Back end Intelligence

25. Future Actions EU Sustener Project with plugme@EMIR
National Energy Profiling Pilot
Development of Smart Portals for Electronic Energy Services
Strong R&D in Energy Ranking / Mining Algorithms
Business Development in EIS and Services
FP7 and IEE proposals
Creation of the European Network plugme.eu
Target: Until end of Meters installed
Incorporate Mobile Services and Information
Create Energy Governance methodologies (IT Specs)
Smart Gadgets for C02 control
KEPA Prometheus Conference 2008

26. Questions ?