Optimal design of probabilistically robust PIλDμ controller to improve small signal stability of PV integrated power system

被引:7
|
作者
Shahsavari, Hossein [1 ]
Nateghi, Alireza [2 ]
机构
[1] Azarbaijan Shahid Madani Univ, Dept Elect Engn, Tabriz, Iran
[2] Shahid Sattari Aeronaut Univ, Dept Elect Engn, Tehran, Iran
关键词
FRACTIONAL PID CONTROLLERS; PHOTOVOLTAIC GENERATION; CONTROL STRATEGY; LARGE-SCALE; ALGORITHM; MODEL; PENETRATION; AGC;
D O I
10.1016/j.jfranklin.2019.03.035
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapidly increasing penetration level of power generated by large scale photovoltaic (PV) units into the power systems, the effect of the variable output power of the PV unit on the stability of the system cannot be ignored. This paper presents a mathematical approach to study the effect of high infiltration of PV power plant on the small signal stability of a power network and design of optimal fractional order PID ((PID mu)-D-lambda) controller for improving the probabilistic small signal stability of the power systems, taking into consideration the uncertainty of system operating conditions. Due to the probabilistic characteristics of large scale PV power generation, deterministic analysis approaches are not able to fully reveal the impact of high-level PV penetration. At first, this work introduces the main module and mathematical modeling of the large scale PV generation jointly with the single-machine infinite-bus power system. In the following, the paper proposes an efficient method that tunes power system stabilizer (PSS) to have the robustness for damping electro-mechanical oscillations in power systems with incorporated random PV power. For this reason, a robust PSS based on hybridization of (PID mu)-D-lambda controller and Non-dominated Sorting Genetic Algorithm (NSGAII) is designed. This paper targets at finding the optimal gain scheduling of the (PID mu)-D-lambda through the use of the advanced heuristic optimization technique with two objective functions in PV-grid connected systems. The performance of the proposed NSGAII-based (PID mu)-D-lambda controller (NSGAII-(PID mu)-D-lambda) under different solar irradiation, temperature conditions and disturbances is tested. Simulation results illustrate that the model presented can be used in designing of essential controllers for large scale PV power plant. (C) 2019 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:7183 / 7209
页数:27
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