Optimal design of passive power filters based on multi-objective bat algorithm and pareto front

2015 ◽  
Vol 35 ◽  
pp. 257-266 ◽  
Author(s):  
Nien-Che Yang ◽  
Minh-Duy Le
Energies ◽  
2021 ◽  
Vol 14 (19) ◽  
pp. 6408
Author(s):  
Nien-Che Yang ◽  
Sun-Wei Liu

This paper proposes an optimal design method to suppress critical harmonics and improve the power factor by using passive power filters (PPFs). The main objectives include (1) minimizing the total harmonic distortion of voltage and current, (2) minimizing the initial investment cost, and (3) maximizing the total fundamental reactive power compensation. A methodology based on teaching–learning-based optimization (TLBO) and Pareto optimality is proposed and used to solve this multi-objective PPF design problem. The proposed method is integrated with both external archive and fuzzy decision making. The sub-group search strategy and teacher selection strategy are used to improve the diversity of non-dominated solutions (NDSs). In addition, a selection mechanism for topology combinations for PPFs is proposed. A series of case studies are also conducted to demonstrate the performance and effectiveness of the proposed method. With the proposed selection mechanisms for the topology combinations and parameters for PPFs, the best compromise solution for a complete PPF design is achieved.


Author(s):  
Amin Sallem ◽  
Mouna Kotti ◽  
Mourad Fakhfakh ◽  
Esteban Tlelo-Cuautle ◽  
Patrick Siarry

Multi-objective metaheuristics are over and over again used by analog designers. They allow generating a set of non-dominated solutions (i.e. the Pareto front). In this chapter, the authors highlight the fact, via the application of six multi-objective algorithms to the optimization of conflicting performances of four analog and RF circuits, that the generated fronts highly depend on the used algorithm. They propose a solution consisting of combining metaheuristics to generate a “better” front by merging results obtained thanks to different algorithms and the application of a dominance routine. Viability of the proposed idea is shown through examples.


IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 45399-45399
Author(s):  
Mohit Bajaj ◽  
Naveen Kumar Sharma ◽  
Mukesh Pushkarna ◽  
Hasmat Malik ◽  
Majed A. Alotaibi ◽  
...  

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