Model predictive control-based operation management for a residential microgrid with considering forecast uncertainties and demand response strategies

This study proposes a model predictive control (MPC)-based home energy management system for residential microgrid (RM) in which all related information such as the time-varying information of the load demand, electricity price and renewable energy generations, are all taken into account. A novel fi...

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Bibliographic Details
Published in:	IET generation, transmission & distribution Vol. 10; no. 10; pp. 2367 - 2378
Main Authors:	Zhang, Yan, Wang, Rui, Zhang, Tao, Liu, Yajie, Guo, Bo
Format:	Journal Article
Language:	English
Published:	The Institution of Engineering and Technology 07.07.2016
Subjects:	demand forecasting demand response strategy demand side management Distributed generation distributed power generation Economic forecasting electrical energy storage unit electricity price Electricity pricing energy management systems finite‐horizon mixed‐integer linear programming problem forecast uncertainty hybrid electric vehicles Hybrid vehicles integer programming iterative formulation iterative methods linear programming load demand time‐varying information Mathematical models model predictive control‐based operation management MPC‐based home energy management system optimal control plug‐in hybrid electric vehicle power generation control power generation economics power grids predictive control pricing renewable energy generation renewable energy sources Residential energy residential microgrid responsive electrical load responsive thermal load RM optimal control action Sensitivity analysis thermal energy storage thermal energy storage unit Transmissions (automotive) iterative methods integer programming sensitivity analysis plug-in hybrid electric vehicle power generation control linear programming renewable energy generation distributed power generation model predictive control-based operation management electrical energy storage unit thermal energy storage power generation economics responsive electrical load power grids demand forecasting renewable energy sources electricity price RM optimal control action optimal control finite-horizon mixed-integer linear programming problem thermal energy storage unit MPC-based home energy management system responsive thermal load forecast uncertainty energy management systems demand response strategy load demand time-varying information residential microgrid hybrid electric vehicles demand side management predictive control pricing iterative formulation
ISSN:	1751-8687, 1751-8695
Online Access:	Get full text
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