Model Predictive Control Based Energy Management System Literature Assessment for RES Integration

被引:11
作者
Tumeran, Nor Liza [1 ]
Yusoff, Siti Hajar [1 ]
Gunawan, Teddy Surya [1 ]
Hanifah, Mohd Shahrin Abu [1 ]
Zabidi, Suriza Ahmad [1 ]
Pranggono, Bernardi [2 ]
Yunus, Muhammad Sharir Fathullah Mohd [1 ]
Sapihie, Siti Nadiah Mohd [3 ]
Halbouni, Asmaa Hani [1 ]
机构
[1] Int Islamic Univ Malaysia, Elect & Comp Engn Dept, Kuala Lumpur 53100, Malaysia
[2] Anglia Ruskin Univ, Sch Comp & Informat Sci, Cambridge CB1 1PT, England
[3] Petronas Res Sdn Bhd, Bandar Baru Bangi 43000, Malaysia
关键词
model predictive control (MPC); energy management system (EMS); renewable energy (RE); renewable energy sources (RES); energy storage system (ESS); solar photovoltaic (PV); microgrid (MG); distributed energy resources (DERs); SECONDARY CONTROL; POWER CONVERTERS; CONTROL STRATEGY; OPTIMIZATION; MICROGRIDS; GENERATORS; OPERATION;
D O I
10.3390/en16083362
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Over the past few decades, the electric power industry evolved in response to growing concerns about climate change and the rising price of fossil fuels. The usage of renewable energy sources (RES) rose as a remedy for these problems. The increased penetration of RES in the existing generation system increased the need for an intelligent energy management system (EMS) so that the system can operate in any possible circumstances. Many sectors of society, including the education sector, are working to realize the importance of this sustainable energy system. This paper reviews the process of selecting an efficient control technique for continuous power flow from different RES to meet the load demand requirement using an enhanced model predictive control (MPC)-based EMS framework. This EMS is a software platform to provide fundamental support services and applications to deliver the functionality needed for the effective operation of electrical generation and transmission facilities to ensure adequate security of energy supply at minimum cost. The centralized EMS with technical objectives focusing on power quality and seamless power flow can be achieved through dynamically enhanced MPC.
引用
收藏
页数:27
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