Title :
Optimal Power Scheduling for Smart Grids Considering Controllable Loads and High Penetration of Photovoltaic Generation
Author :
Ziadi, Z. ; Taira, Shun ; Oshiro, Masato ; Funabashi, Toshihisa
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of the Ryukyus, Okinawa, Japan
Abstract :
The distributed generator (DG) has a huge economical and environmental potential, especially if it is based on renewable energy sources (RESs). It is very important for the future development of smart grids. However, high penetration of DGs into distribution systems can cause voltage deviations beyond the statutory range, and reverse power flow toward the substation transformer. Consequently, it can increase the distribution system losses if it is not well supervised. Thus, in order to meet smart grid objectives, DGs have to be controlled in coordination with other power resources existing in the distribution system. Controllable loads (CLs) can also help in promoting smart grids through demand response (DR) application. Therefore, this paper proposes a decision technique of an optimal reference schedule for DGs, battery energy storage system (BESS), CLs, and tap changing transformers. The main objective of the proposed optimization problem is to achieve loss reduction in the distribution system. However, other aims such as voltage control and power flow smoothing have been achieved. The optimization is performed based on predicted values of load demand and DG generation. Simulations are conducted for one operation day to illustrate the optimality of the proposed scheduling method and to assess the impact of CLs in smart grids.
Keywords :
distributed power generation; load flow control; optimal control; optimisation; photovoltaic power systems; power distribution control; power transformers; secondary cells; voltage control; battery energy storage system; controllable load; decision technique; distributed generator; distribution system loss; optimal power scheduling; optimal reference schedule; optimization problem; photovoltaic generation high penetration; power flow smoothing; renewable energy source; smart power grid; tap changing transformer; voltage control; voltage deviation; Energy management; Optimization; Reactive power; Schedules; Smart grids; Substations; Voltage control; Battery energy storage system; controllable loads; distributed generation; distribution system; loss reduction; optimization; photovoltaic generation; reactive power control; scheduling; voltage control;
Journal_Title :
Smart Grid, IEEE Transactions on
DOI :
10.1109/TSG.2014.2323969