Efficient energy management framework for enhancing the techno-economic-environmental performance of grid-connected microgrids under uncertain conditions

被引:10
作者
Rawa, Muhyaddin [1 ,2 ]
Abusorrah, Abdullah [1 ,2 ]
Al-Turki, Yusuf [1 ,2 ]
Sindi, Hatem [1 ,2 ]
Bassi, Hussain [1 ]
Mostafa, Mostafa H. [3 ]
机构
[1] King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Smart Grids Res Grp, Jeddah 21589, Saudi Arabia
[2] King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi Arabia
[3] Int Acad Engn & Media Sci, Dept Elect Power & Machines, Cairo, Egypt
关键词
Energy management; Energy storage; Fuzzy C clustering; GAMS; Microgrids; Optimization; Renewables; Uncertainty; OPTIMIZATION; SYSTEMS;
D O I
10.1016/j.asej.2023.102336
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Due to the limited availability of fossil fuels and environmental concerns over greenhouse gas emissions, micro-grid systems (MGSs) have become crucial for integrating a high penetration of renewables. Nonetheless, the complexity of the operation of MGS increases in the actual operating process due to the irregular nature of renewables, electrical loads (load demands), and uncertain market prices. The core aim of this paper is to suggest a bi-objective optimization model for managing energy efficiently in a gridconnected MG while considering the unsteadiness of electrical load demands, market prices, and renewable output powers. Also, the suggested model tries to improve the MG's scheduling while considering the wind turbine, photovoltaic, loads, and market pricing uncertainty. MG operators can develop strategies that balance cost savings with risk management and ensure long-term sustainability by considering the uncertainty of the different generation/demand resources and markets. The suggested optimization model includes two distinct objective functions - minimizing the 24-hour horizon's total projected cost of the grid-connected MG and reducing MG emissions during the considered period. Further, a simultaneous reduction of the overall operating cost and the pollutant emission MG over 24 h is presented. The general algebraic modeling system (GAMS) has been used to solve the presented multi-objective problem. The findings clearly demonstrate the efficacy of the suggested energy management (EM) methodology for improving the techno-economic-environmental performance of grid-connected MGs under uncertain situations. (c) 2023 THE AUTHORS. Published by Elsevier BV on behalf of Faculty of Engineering, Ain Shams University This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-ncnd/4.0/).
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页数:14
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共 48 条
[1]   BONMIN solver-based coordination of distributed FACTS compensators and distributed generation units in modern distribution networks [J].
Ahmed, Emad M. ;
Rakocevic, Stevan ;
Calasan, Martin ;
Ali, Ziad M. ;
Hasanien, Hany M. ;
Turky, Rania A. ;
Aleem, Shady H. E. Abdel .
AIN SHAMS ENGINEERING JOURNAL, 2022, 13 (04)
[2]   A Multi-Objective Planning Strategy for Electric Vehicle Charging Stations towards Low Carbon-Oriented Modern Power Systems [J].
Ahmed, Hassan Yousif ;
Ali, Ziad M. ;
Refaat, Mohamed M. ;
Aleem, Shady H. E. Abdel .
SUSTAINABILITY, 2023, 15 (03)
[3]   Developing Hybrid Demand Response Technique for Energy Management in Microgrid Based on Pelican Optimization Algorithm [J].
Alamir, Nehmedo ;
Kamel, Salah ;
Megahed, Tamer F. ;
Hori, Maiya ;
Abdelkader, Sobhy M. .
ELECTRIC POWER SYSTEMS RESEARCH, 2023, 214
[4]   GAMS supported optimization and predictability study of a multi-objective adsorption process with conflicting regions of optimal operating conditions [J].
Amosa, Mutiu Kolade ;
Majozi, Thokozani .
COMPUTERS & CHEMICAL ENGINEERING, 2016, 94 :354-361
[5]   Energy Management in Multi-Microgrid Systems-Development and Assessment [J].
Arefifar, Seyed Ali ;
Ordonez, Martin ;
Mohamed, Yasser Abdel-Rady I. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2017, 32 (02) :910-922
[6]   New modifications and applications of fuzzy C-means methodology [J].
Berget, Ingunn ;
Mevik, Bjorn-Helge ;
Næs, Tormod .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2008, 52 (05) :2403-2418
[7]   Large-scale optimal integration of wind and solar photovoltaic power in water-energy systems on islands [J].
Cabrera, Pedro ;
Antonio Carta, Jose ;
Lund, Henrik ;
Thellufsen, Jakob Zinck .
ENERGY CONVERSION AND MANAGEMENT, 2021, 235
[8]   An exact MINLP model for optimal location and sizing of DGs in distribution networks: A general algebraic modeling system approach [J].
Danilo Montoya, Oscar ;
Gil-Gonzalez, Walter ;
Grisales-Norena, L. F. .
AIN SHAMS ENGINEERING JOURNAL, 2020, 11 (02) :409-418
[9]   Microgrid system energy management with demand response program for clean and economical operation [J].
Dey, Bishwajit ;
Misra, Srikant ;
Marquez, Fausto Pedro Garcia .
APPLIED ENERGY, 2023, 334
[10]   Enhancement of Hosting Capacity with Soft Open Points and Distribution System Reconfiguration: Multi-Objective Bilevel Stochastic Optimization [J].
Diaaeldin, Ibrahim Mohamed ;
Abdel Aleem, Shady H. E. ;
El-Rafei, Ahmed ;
Abdelaziz, Almoataz Y. ;
Zobaa, Ahmed F. .
ENERGIES, 2020, 13 (20)