Optimal Energy Management in a Smart Micro Grid with Demand Side Participation

被引:5
|
作者
Tseng, Cheng-Jui [1 ]
Dwijendra, Ngakan Ketut Acwin [2 ]
Opulencia, Maria Jade Catalan [3 ]
Ganieva, Sarvinoz [4 ]
Muda, Iskandar [5 ]
机构
[1] CTBC Business Sch, Sch Technol Finance, Tainan, Taiwan
[2] Udayana Univ, Fac Engn, Dept Architecture, Bali, Indonesia
[3] Ajman Univ Ajman, Coll Business Adm, Ajman, U Arab Emirates
[4] Tashkent State Pedag Univ, Dept Bot & Ecol, Tashkent, Uzbekistan
[5] Univ Sumatera Utara, Fac Econ & Business, Dept Doctoral Program, Medan, Indonesia
关键词
Energy management; max-min fuzzy procedure; multi-criteria optimization; optimal participation of demand side; weight sum method (WSM);
D O I
10.2478/rtuect-2022-0018
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The energy management in energy systems is the main solution for energy companies in order to provide minimization of the energy generation costs and emission polluting. In this work, a multi-criteria optimization model is implemented for minimizing the generation cost and emission in a smart micro grid (SMG) at day-ahead planning. In this modelling, the demand side participates in optimal energy management through two strategies such as demand shifting and onsite generation by the energy storage system (ESS). The optimal participation of demand side is modelled based on energy price in energy market. Implementation of the proposed approach in GAMS software is done, and weight sum method (WSM) is employed for solving multi-criteria optimization. The desired optimal solution of multi-criteria objectives is found via the max-min fuzzy procedure. Finally, confirmation of the proposed approach is analysed by numerical simulation in two case studies.
引用
收藏
页码:228 / 239
页数:12
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