Optimal Capacity and Operational Planning for Renewable Energy-Based Microgrid Considering Different Demand-Side Management Strategies

被引:8
|
作者
Kiptoo, Mark Kipngetich [1 ]
Adewuyi, Oludamilare Bode [2 ]
Howlader, Harun Or Rashid [3 ]
Nakadomari, Akito [1 ]
Senjyu, Tomonobu [1 ]
机构
[1] Univ Ryukyus, Grad Sch Sci & Engn, 1 Senbaru, Nishihara, Okinawa 9030213, Japan
[2] Univ Tsukuba, Fac Engn Informat & Syst, 1 Chome-1-1 Tennodai, Ibaraki 3058577, Japan
[3] Univ Hawaii Manoa, Hawaii Nat Energy Inst, Honolulu, HI 96822 USA
关键词
variable renewable energy resources (VREs); demand response program (DRP); power capacity-based dynamic pricing (PCDP) DRP; loss of power supply probability (LPSP); energy storage dependency (ESD); critical peak pricing (CPP) DRP; OF-THE-ART; LITHIUM-ION; OPTIMIZATION; BATTERY; ELECTRICITY; SYSTEM; FLEXIBILITY;
D O I
10.3390/en16104147
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
A bi-objective joint optimization planning approach that combines component sizing and short-term operational planning into a single model with demand response strategies to realize a techno-economically feasible renewable energy-based microgrid is discussed in this paper. The system model includes a photovoltaic system, wind turbine, and battery. An enhanced demand response program with dynamic pricing devised based on instantaneous imbalances between surplus, deficit, and the battery's power capacity is developed. A quantitative metric for assessing energy storage performance is also proposed and utilized. Emergency, critical peak pricing, and power capacity-based dynamic pricing (PCDP) demand response programs (DRPs) are comparatively analyzed to determine the most cost-effective planning approach. Four simulation scenarios to determine the most techno-economic planning approach are formulated and solved using a mixed-integer linear programming algorithm optimization solver with the epsilon constraint method in Matlab. The objective function is to minimize the total annualized costs (TACs) while satisfying the reliability criterion regarding the loss of power supply probability and energy storage dependency. The results show that including the DRP resulted in a significant reduction in TACs and system component capacities. The cost-benefit of incorporating PCDP DRP strategies in the planning model increases the overall system flexibility.
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页数:25
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