Optimal Scheduling of Isolated Microgrids With Hybrid Renewables and Energy Storage Systems Considering Demand Response

被引:22
作者
Ali, Muaiz [1 ]
Abdulgalil, Mohamed A. A. [1 ]
Habiballah, Ibrahim [1 ]
Khalid, Muhammad [1 ,2 ,3 ]
机构
[1] King Fahd Univ Petr & Minerals, Elect Engn Dept, Dhahran 31261, Saudi Arabia
[2] King Fahd Univ Petr & Minerals, IRC Renewable Energy & Power Syst IRC REPS, Dhahran 31261, Saudi Arabia
[3] King Fahd Univ Petr & Minerals, SDAIA KFUPM Joint Res Ctr Artificial Intelligence, Dhahran 31261, Saudi Arabia
关键词
Microgrid; optimal dispatch; distributed energy resources; renewable energy sources; demand response program; RELIABILITY;
D O I
10.1109/ACCESS.2023.3296540
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The integration of renewable energy sources and energy storage systems (ESSs) in microgrids has increased significantly in the last decades. Therefore, several methods have been developed to decrease the operating cost of such microgrids. In this paper, a new method considering the demand response has been developed to minimize the operating cost in microgrids integrated with renewables and ESSs. The demand response allows the operator and consumer to shift some of the load from the high-price periods to the low-price periods. In this case, the operating cost is minimized for operators and the bill prices decrease for consumers. The operating cost has decreased by 2.60% for a horizon of 24 hours and 3.72% for a horizon of one year. Also, there was a big reduction of the peak demand and standard deviation of the load profile of one year. The DR reduces the need to use the ESS to balance supply and demand. This results in increasing the ESS lifetime and leads to a big saving in ESS investment costs. The optimization problem has been solved using the mixed integer quadratically constrained programming (MIQCP) using the CPLEX solver in the General Algebraic Modeling System (GAMS).
引用
收藏
页码:80266 / 80273
页数:8
相关论文
共 38 条
[21]   Optimal Scheduling of Integrated Demand Response-Enabled Community-Integrated Energy Systems in Uncertain Environments [J].
Li, Yang ;
Wang, Bin ;
Yang, Zhen ;
Li, Jiazheng ;
Li, Guoqing .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2022, 58 (02) :2640-2651
[22]   Optimal Scheduling of an Isolated Microgrid With Battery Storage Considering Load and Renewable Generation Uncertainties [J].
Li, Yang ;
Yang, Zhen ;
Li, Guoqing ;
Zhao, Dongbo ;
Tian, Wei .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (02) :1565-1575
[23]  
Mohammad N, 2017, AUSTR UNIV POWER ENG
[24]   Distributed Energy Resources Based Microgrid: Review of Architecture, Control, and Reliability [J].
Muhtadi, Abir ;
Pandit, Dilip ;
Nguyen, Nga ;
Mitra, Joydeep .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2021, 57 (03) :2223-2235
[25]   Mechanism Design for Demand Response Programs [J].
Muthirayan, Deepan ;
Kalathil, Dileep ;
Poolla, Kameshwar ;
Varaiya, Pravin .
IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (01) :61-73
[26]   WEIBULL PARAMETERS FOR WIND-SPEED DISTRIBUTION IN SAUDI-ARABIA [J].
REHMAN, S ;
HALAWANI, TO ;
HUSAIN, T .
SOLAR ENERGY, 1994, 53 (06) :473-479
[27]   Optimal Scheduling of Reconfigurable Microgrids in Both Grid-Connected and Isolated Modes Considering the Uncertainty of DERs [J].
Rezaeeian, Sepideh ;
Bayat, Narges ;
Rabiee, Abbas ;
Nikkhah, Saman ;
Soroudi, Alireza .
ENERGIES, 2022, 15 (15)
[28]   Optimal Day-Ahead Scheduling of Microgrids with Battery Energy Storage System [J].
Silva, Vanderlei Aparecido ;
Aoki, Alexandre Rasi ;
Lambert-Torres, Germano .
ENERGIES, 2020, 13 (19)
[29]   Optimal Operation of Stand-Alone Microgrid Considering Emission Issues and Demand Response Program Using Whale Optimization Algorithm [J].
Tahmasebi, Mehrdad ;
Pasupuleti, Jagadeesh ;
Mohamadian, Fatemeh ;
Shakeri, Mohammad ;
Guerrero, Josep M. ;
Khan, M. Reyasudin Basir ;
Nazir, Muhammad Shahzad ;
Safari, Amir ;
Bazmohammadi, Najmeh .
SUSTAINABILITY, 2021, 13 (14)
[30]   A Mixed-Integer Programming Approach for Unit Commitment in Micro-Grid with Incentive-Based Demand Response and Battery Energy Storage System [J].
Tuyen Nguyen-Duc ;
Linh Hoang-Tuan ;
Hung Ta-Xuan ;
Long Do-Van ;
Takano, Hirotaka .
ENERGIES, 2022, 15 (19)