شماره ركورد كنفرانس :
3788
عنوان مقاله :
Optimal Operation of Wind Farm in Presence of Pumped-Storage Station as Smart Infrastructure and Load Estimation Using Artificial Neural Networks
عنوان به زبان ديگر :
Optimal Operation of Wind Farm in Presence of Pumped-Storage Station as Smart Infrastructure and Load Estimation Using Artificial Neural Networks
پديدآورندگان :
Shayeghi Hossein hshayeghi@gmail.com Faculty of Technical and Engineering University of Mohaghegh Ardabili Ardabil, Iran , Ahmadpour Ali* a.ahmadpour@uma.ac.ir Faculty of Technical and Engineering University of Mohaghegh Ardabili Ardabil, Iran , Hosseini Khashe Heiran Mir Mohsen m.m.hosseini@student.uma.ac.ir Faculty of Technical and Engineering University of Mohaghegh Ardabili Ardabil, Iran
كليدواژه :
—Artificial Neural Networks Algorithm , Electricity Market , Optimal Operation , Pumped , Storage Power Plant , Smart Grids , Wind Power Plant.
عنوان كنفرانس :
هفتمين كنفرانس ملي شبكه هاي هوشمند انرژي 96
چكيده فارسي :
Wind power plants in power systems are cleaned and efficient. Determination of optimal location and power output, is the essential phase in the operation of a wind power plant. In this paper, a smart grid is considered. Then, the optimal operation of a wind power plant in the electricity market will be explained. This issue is described by viewpoint of wind and pumped-storage power plants, distribution utility, and global operation. For solution of this problem, a pumped-storage power plant is used to help generation of the wind power plant. Also, by using Artificial Neural Networks (ANNs) algorithm, loads are estimated. To demonstrate the advantages of the proposed method, the Spanish wind farm’s practical data has been used. Simulations have been done in MATLAB software, and the results are presented.
چكيده لاتين :
Wind power plants in power systems are cleaned and efficient. Determination of optimal location and power output, is the essential phase in the operation of a wind power plant. In this paper, a smart grid is considered. Then, the optimal operation of a wind power plant in the electricity market will be explained. This issue is described by viewpoint of wind and pumped-storage power plants, distribution utility, and global operation. For solution of this problem, a pumped-storage power plant is used to help generation of the wind power plant. Also, by using Artificial Neural Networks (ANNs) algorithm, loads are estimated. To demonstrate the advantages of the proposed method, the Spanish wind farm’s practical data has been used. Simulations have been done in MATLAB software, and the results are presented.
