Takagi-Sugeno fuzzy gain controller for Vehicle-to-Grid (V2G) load frequency control

被引:0
|
作者
Marsadek, Marayati [1 ]
Nagi, Farrukh [1 ]
Permal, Navinesshani [2 ]
Ramasamy, Agileswari A. P. [1 ]
Azwin, Aidil [1 ]
机构
[1] Univ Tenaga Nas, Inst Power Engn IPE, Putrajaya, Malaysia
[2] UCSI Univ, Fac Engn & Built Environm FETBE, Kuala Lumpur, Malaysia
来源
SYSTEMS AND SOFT COMPUTING | 2024年 / 6卷
关键词
Takagi-Sugeno fuzzy controller; Load frequency control; Tie-line control; Vehicle-to-Grid (V2G); Batteries lumped model; Implicit Euler solver; AUTOMATIC-GENERATION CONTROL; POWER-SYSTEMS; ELECTRIC VEHICLES; PID CONTROLLER;
D O I
10.1016/j.sasc.2024.200150
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Load Frequency Control (LFC) has gained more importance with the introduction of deregulated Renewable Energy Sources (RES) connectivity with the grid. Electrical Vehicles (EVs) can feed electricity back into the grid in Vehicle-to-Grid (V2G) mode to maintain stability. However, the increasing number of EVs penetrating the grid causes frequency instability in the power system. If required, EVs may utilize bi-directional chargers to transfer power back to the grid in the V2G mode while they are charging or in a grid-connected state, restoring the frequency instability of the grid. The frequency restoration response time is important to reset the grid frequency fluctuations in the shortest time possible to avoid shutting down the power system. This paper presents a TakagiSugeno (T-S) fuzzy linear output controller for LFC in two-area systems with tie-line control. This work models EV batteries as a single lump of large-capacity battery energy storage systems. The EV's battery system provides ancillary power to the two-area power system to reset it to a steady state after a load disturbance. The T-S fuzzy controller's linear output dependency on its inputs enables it to respond efficiently to load variations in the nonlinear two-area power systems. The proposed controller parameters are evaluated from stability analyses and its robustness is tested with sensitivity analysis. It is compared with other fuzzy controllers, and it demonstrates a fast-settling time and reduced frequency deviation response.
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页数:11
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