NDLI: Lyapunov-based hybrid model predictive control for energy management of microgrids

Content Provider	IET Digital Library
Author	Olama, Alireza Mendes, Paulo R. C. Camacho, Eduardo F.
Abstract	This study presents an advanced control structure aimed at the optimal economic energy management of a renewable energy-based microgrid. This control scheme is applied to energy optimisation in a microgrid with non-dispatchable renewable sources, such as photovoltaic and wind power generation, as well as dispatchable sources, as distributed generators, hybrid storage systems compound by battery bank, supercapacitors, hydrogen storage unit, and one electric vehicle charging station. The proposed controller consists of a Lyapunov-based hybrid model predictive control based on mixed logical dynamical (MLD) framework. The main contribution of the proposed technique is the assurance of the closed-loop stability and recursive feasibility, by a novel approach focused on MLD models, using ellipsoidal terminal constraints and the Lyapunov decreasing condition. Finally, simulation tests under different operational conditions are performed and the attained results have shown the safe and reliable operation of the proposed control algorithm compared to existing and well-known energy management techniques.
Starting Page	5770
Ending Page	5780
Page Count	11
ISSN	17518687
Volume Number	12
e-ISSN	17518695
Issue Number	Issue 21, Nov (2018)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-gtd/12/21
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2018.5852
Journal	IET Generation, Transmission & Distribution
Publisher Date	2018-09-19
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Advanced Control Structure Battery Bank Battery Storage Plants Closed Loop System Closed-loop Stability Control of Electric Power System Dispatchable Sources Distributed Generator Distributed Power Generation Electric Vehicle Charging Electric Vehicle Charging Station Ellipsoidal Terminal Constraint Energy Management Energy Management System Energy Optimisation Energy Storage Hybrid Storage System Hydrogen Storage Hydrogen Storage Unit Lyapunov Decreasing Condition Lyapunov Method Lyapunov-based Hybrid Model Predictive Control Mixed Logical Dynamical Framework MLD Framework Nondispatchable Renewable Source Optimal Control Optimal Economic Energy Management Other Power Stations And Plant Photovoltaic Power Generation Photovoltaic Power System Power Generation Control Power Generation Dispatch Power System Control Power System Economics Power System Managemen Power System Operation Power System Stability Predictive Control Recursive Feasibility Renewable Energy-based Microgrid Simulation Tests Solar Power Stations Stability in Control Theory Supercapacitor Transportation Wind Power Generation Wind Power Plant
Content Type	Text
Resource Type	Article
Subject	Control and Systems Engineering Energy Engineering and Power Technology Electrical and Electronic Engineering

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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