Ramp-rate control approach based on dynamic smoothing parameter to mitigate solar PV output fluctuations

被引:40
|
作者
Sukumar, Shivashankar [1 ]
Mokhlis, Hazlie [2 ]
Mekhilef, Saad [2 ]
Karimi, M. [3 ,4 ]
Raza, Safdar [5 ]
机构
[1] Univ Tenaga Nas, IPE, Kajang 43000, Malaysia
[2] Univ Malaya, Dept Elect Engn, Kuala Lumpur 50603, Malaysia
[3] Univ Gonbad Kavous, Fac Basic Sci & Engn, Dept Elect Engn, Gonbad E Kavus, Iran
[4] Univ Manchester, Sch Elect & Elect Engn, Manchester, Lancs, England
[5] NFC IET, Dept Elect Engn, Multan, Pakistan
关键词
Energy storage; PV smoothing; Ramp-rate control; Solar PV; ENERGY-STORAGE; POWER-GENERATION; SYSTEMS; STRATEGIES; PLANTS; LIFE;
D O I
10.1016/j.ijepes.2017.10.015
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper a new ramp-rate control strategy based on exponential smoothing (ES) method is proposed. Different from conventional ES, the proposed method varies the smoothing parameter 'sigma' according to PV ramp rate. The proposed smoothing parameter is used to determine the switching status of the battery energy storage (BES). It is also used in determining the amount of power to be injected or absorbed by the BES in order to smooth the PV output power. The proposed ramp-rate control strategy is compared with moving average (MA) and conventional exponential smoothing (CES) methods. It has been found that MA and CES method exhibit memory effect that caused BES to operate all the time. The proposed ramp-rate control strategy overcomes this limitation by operating the BES only during significant fluctuation. As a result, the size of the BES capacity can be reduced and increasing its life span.
引用
收藏
页码:296 / 305
页数:10
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