Energy Production, Load and Battery Management Framework with Supporting Methods for Smart Microgrids
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Beschreibung
This open access book provides an overview of the results of a large university collaboration addressing the emerging topic of distributed, localized energy grids and also smart grids. The authors discuss promising, consolidated results from their consortium research activities from the past decade. The methods described achieve unprecedented accuracy levels within reasonable run-times, compatible with on-line monitoring and forecasting as needed for smart grids.
- Discusses physics-based, short-term wind turbine and PV Eyield forecasting techniques,, which enable unprecedented accuracy;
- Describes a multi-time-scale energy management framework, combining renewable production, HVAC loads and battery storage;
- Enables up-scalable approach to aggregated HVAC load modelling and forecasting.
This open access book provides an overview of the results of a large university collaboration addressing the emerging topic of distributed, localized energy grids and also smart grids. The authors discuss promising, consolidated results from their consortium research activities from the past decade. The methods described achieve unprecedented accuracy levels within reasonable run-times, compatible with on-line monitoring and forecasting as needed for smart grids.
- Discusses physics-based, short-term wind turbine and PV Eyield forecasting techniques,, which enable unprecedented accuracy;
- Describes a multi-time-scale energy management framework, combining renewable production, HVAC loads and battery storage;
- Enables up-scalable approach to aggregated HVAC load modelling and forecasting.
This book is open access, which means that you have free and unlimited access Discusses physics-based, short-term wind turbine and PV Eyield forecasting techniques Describes a multi-time-scale energy management framework, combining renewable production, HVAC loads and battery storage Enables up-scalable approach to aggregated HVAC load modelling and forecasting
Autor*in
Francky Catthoor
Themen in »Energy Production, Load and Battery Management Framework with Supporting Methods for Smart Microgrids«
Open Access PV Energy Yield Modeling Multi-timescale energy management Online HVAC Control for Energy Efficiency Smart thermostat Optimization-Based Energy Management