A modular energy management system for multi-energy systems - C… · 6 A modular energy management...
Transcript of A modular energy management system for multi-energy systems - C… · 6 A modular energy management...
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BEST Days
6th Central European Biomass Conference – CEBC 2020
Graz, 22nd of January, 2020
A modular energy management
system for multi-energy systems
Daniel Muschick, Valentin Kaisermayer, Andreas Moser, Markus Gölles
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Motivation for Optimization
Growing complexity of
integration in networks
(variable tariffs, energy market)
A modular energy management system for multi-energy systems 22.01.2020
Integration of renewable,
but volatile energy sources
Increased coupling
between sectors
Need to ensure economical and
ecological energy supply
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• We need a forecast of the yield from renewable sources,
of the energy demand and tariffs…
• … for an effective buffer & battery management …
• … and a cost-efficient unit commitment of the producers
Motivation for Predictive Control Strategies
We need a predictive control strategy
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Principle: Model Predictive Control
„Moving horizon“- principle Optimization Control
■ Only commands for the next
15 minutes are carried out
■ After 15 min. the process is
repeated using the newest
measurements
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• The EMS delivers an Operating Strategy
– Unit dispatch (on/off), set points
– Charging / discharging of (thermal) storages and batteries
– Selling / purchasing energy from networks
(gas, heating grid, power grid)
Energy Management System
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• The operating strategy is derived automatically from a given configuration
– Simply connect standard building blocks for typical technologies (gas boiler, CHP, thermal storage , …)
– Load and yield profiles are estimated automatically by self-learning algorithms based on measurement data and weather forecasts
Energy Management System Modular Framework
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Steps Towards an Implementation
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Implementations
• First demonstrator at small heating grid in Großschönau – Proof of concept
• Demo at Innsbrucker Kommunalbetriebe (IKB) – Two connected thermal storages, waste water heat pump, CHP, PV, P2H
– Operational since the beginning of the heating season
• Production Facility Energy Management System – Participation in the balancing energy market
– Handling of uncertainties
– Further implementations in pilot plants planned
• … and several others currently under development – from family homes to food and agro industry
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First Results: Demo @ IKB Dashboard © World-Direct
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Conclusion & Outlook
• Modularity enables quick implementation of future
multi-energy system planning and operation tasks
• Data-driven approaches additionally enable benefits
beyond optimal operation
– Monitoring, predictive maintenance, fault detection
• Ongoing Research
– Technology flexibilization through controller interaction
– Demand side management
– Varying temperature levels
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BEST Days
6th Central European Biomass Conference – CEBC 2020
Graz, 22nd of January, 2020
A modular energy management
system for multi-energy systems
Daniel Muschick
Tel.: + 43 5 02378-9248
Markus Gölles
Tel.: + 43 5 02378-9208
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First results from implementation
Building complex in Innsbruck (AUT)
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First Results: Building complex in Innsbruck (AUT) Configuration
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First Results: Building complex in Innsbruck (AUT) Demand forecast – Electrical Power
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First Results: Building complex in Innsbruck (AUT) Yield Forecast - Photovoltaics
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First Results: Building complex in Innsbruck (AUT) Control Strategy
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First Results: Building complex in Innsbruck (AUT) Control Strategy