عنوان انگلیسی مقاله:
Energy management of wind-PV-storage-grid based large electricity consumer using robust optimization technique
ترجمه فارسی عنوان مقاله:
مدیریت انرژی مصرف کننده بزرگ برق مبتنی بر شبکه بادی و PV با استفاده از روش بهینه سازی قدرتمند
Sciencedirect - Elsevier - Journal of Energy Storage, 27 (2020) 101054. doi:10.1016/j.est.2019.101054
Dongmin Yua,b, Tao Zhanga,b, Guixiong Heb, Sayyad Nojavanc, Kittisak Jermsittiparsertd,⁎, Noradin Ghadimie
Large electricity consumers (LEC) can purchase energy from various energy resources such as bilateral contracts,
pool market, micro-turbines, battery storage systems, wind turbines, photovoltaic panels (PV). The uncertainty
of market price leads to uncertainty in the total cost to the LEC. Therefore, in this article, the robust optimization
(RO) technique is provided to investigate the uncertainty of the pool market price in the presented problem.
Also, demand response program (DRP) is provided to decrease the purchased cost to the LEC as much as possible.
According to the obtained results, without considering DRP, purchased cost is approximately $40,253.252 and
$42,586.984, respectively in the risk-neutral strategy (ideal condition) and robust strategy (worst condition).
Furthermore, the purchased cost is reduced nearly $36,945.362 and $39,789.267 in the risk-neutral and robust
strategies with considering DRP. So, it can be concluded that the purchased cost to the LEC with considering DRP
is reduced 8.2% and 6.5% in risk-neutral and robust strategies, respectively.
Keywords: Large electricity consumers (LEC) | Wind turbine | Photovoltaic panel (PV) | Demand response program (DRP) | Robust optimization approach (RO)