Distribution network reconfiguration with distributed generation based on parallel slime mould algorithm. (1st April 2022)

• Record Type: Journal Article
• Authors: Wang, Hong-Jiang; Pan, Jeng-Shyang; Nguyen, Trong-The; Weng, Shaowei
• Is Part Of: Energy. Volume 244(2022)Part B
• Publication Date: 2022-04-01
• Subjects: Distribution network reconfiguration -- Slime mould algorithm -- Parallel communication -- Different types of distributed generation -- Analytic hierarchy process; Power resources -- Periodicals; Power (Mechanics) -- Periodicals; Energy consumption -- Periodicals; 333.7905
• DOI: 10.1016/j.energy.2021.123011
• Languages: English
• ISSNs: 0360-5442

Abstract

Abstract: This paper proposes a solution for the distribution network reconfiguration (DNR) problem with distributed generation (DG) based on the parallel slime mould algorithm (PSMA). Firstly, we construct the four optimization objectives of active power loss, voltage stability index, load balance degree, and switching operation times are integrated by the analytic hierarchy process (AHP) and the DNR problem models with different DG types. Next, we propose PSMA based on the grouping communication strategy and inertia weight; we verify the performance of PSMA by testing a CEC2014 test suite. Finally, we apply the PSMA for the six types of DG of the IEEE-33 bus distribution network as the case study; the outcomes are compared with the other four algorithms. Experimental results show that the PSMA can solve the DNR problem with DG more accurately and quickly than the other three algorithms. At the same time, the results show that the type and access location of DG will affect the DNR problem in different degrees. Highlights: A multi-factor distribution network reconfiguration (DNR) model is constructed by using the analytic hierarchy process. Different types of DG are considered in the DNR problem. A parallel slime mould algorithm (PSMA) is proposed. PSMA is applied to solve the problem of DNR under different DGs for the first time, and good results are obtained.