Tavana Mohammad Reza, Khooban Mohammad-Hassan, Niknam Taher
Department of Electrical Engineering, Shiraz University of Technology, Iran.
Department of Electrical Engineering, Shiraz University of Technology, Iran.
ISA Trans. 2017 Jan;66:325-334. doi: 10.1016/j.isatra.2016.09.027. Epub 2016 Nov 25.
Static synchronous compensator (STATCOM) provides the means to improve quality and reliability of a power system as it has the functional capability to handle dynamic disturbances, such as transient stability and power oscillation damping as well as to providing voltage regulation. In this paper, a robust adaptive PI-based optimal fuzzy control strategy is proposed to control a STATCOM used in distribution systems. The proposed intelligent strategy is based on a combination of a new General Type-II Fuzzy Logic (GT2FL) with a simple heuristic algorithm named Teaching Learning Based Optimization (TLBO) Algorithm. The proposed framework optimally tunes parameters of a Proportional-Integral (PI) controller which, similar to most of other researchers regarding control of STATCOM, are in charge of controlling the device. The proposed controller guaranties robustness and stability against uncertainties caused by external disturbances or ever-changing nature of the power systems. The TLBO optimizes the parameters of the controller as well as the input and output membership functions. To validate the efficiency of the proposed controller, the obtained simulation results are compared with those of the two most recent researches applied in this field, namely, conventional Proportional Integral (PI) controller and Optimal Fuzzy PI (OFPI) controller. Results demonstrate the successfulness and effectiveness of the proposed online-TLBO General Type-2 Fuzzy PI (OGT2FPI) controller and its superiority over conventional approaches.
静止同步补偿器(STATCOM)提供了提高电力系统质量和可靠性的手段,因为它具有处理动态干扰的功能能力,如暂态稳定和功率振荡阻尼,以及提供电压调节。本文提出了一种基于鲁棒自适应PI的最优模糊控制策略,用于控制配电系统中使用的STATCOM。所提出的智能策略基于一种新型的二型模糊逻辑(GT2FL)与一种名为基于教学学习的优化(TLBO)算法的简单启发式算法相结合。所提出的框架对比例积分(PI)控制器的参数进行最优调整,与其他大多数关于STATCOM控制的研究人员一样,该控制器负责控制该装置。所提出的控制器保证了针对由外部干扰或电力系统不断变化的性质所引起的不确定性的鲁棒性和稳定性。TLBO对控制器的参数以及输入和输出隶属函数进行优化。为了验证所提出控制器的效率,将获得的仿真结果与该领域最近的两项研究结果进行了比较,即传统比例积分(PI)控制器和最优模糊PI(OFPI)控制器。结果证明了所提出的在线TLBO二型模糊PI(OGT2FPI)控制器的成功性和有效性及其相对于传统方法的优越性。