Demand side management as a mandatory inclusion for economic operation of rural and residential microgrid systems

被引:9
|
作者
Dey, Bishwajit [1 ,2 ]
Garcia Marquez, Fausto Pedro [3 ]
Bhattacharya, Aniruddha [4 ]
机构
[1] Gandhi Inst Engn & Technol GIET Univ, Dept Elect & Elect Engn, Gunupur, India
[2] IIT, Dept Elect Engn, ISM, Dhanbad, India
[3] Univ Castilla La Mancha, Ingenium Res Grp, Ciudad Real 13071, Spain
[4] NIT Durgapur, Dept Elect Engn, Durgapur, India
关键词
Microgrid; Demand-side management; Economic Load Dispatch; Dynamic Economic Load Dispatch; Hybrid WOASCA; LOAD DISPATCH; ENERGY MANAGEMENT; EMISSION DISPATCH; POWER-GENERATION; SEARCH ALGORITHM; OPTIMIZATION; STORAGE; COST; UNIT;
D O I
10.1016/j.seta.2022.102903
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The load requirement of a microgrid system fluctuates on an hourly manner. As the load demand rises and falls, utilities set various rates at different hours of the day, which is known as the time-of-usage (TOU) based electricity pricing. The two types of load that make up the microgrid system's hourly demand are elastic and inelastic. Demand-side management (DSM) restructures the entire demand model based on demand-price elasticity by moving elastic loads from peak load hours to those hours when the utility charges less. This research employs a hybrid intelligence method to reduce the total cost of three microgrid systems taking into account the implementation of DSM. Practical complexities like unit-commitment of the dispatchable fossil fuelled generators were considered. Numerical results project noticeable savings ranging from 8% to 18% for all the test systems when the DSM strategy was incorporated. A detailed comparative analysis with the results available in the literature corroborates the effectiveness of the proposed hybrid approach. Measures of central tendencies, non-parametric statistical analysis and algorithm execution time show better results of the hybrid optimization tool presented in this paper.
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页数:7
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