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Erschienen in: Electrical Engineering 1/2017

20.09.2016 | Original Paper

Multi-objective optimization of passive filters in industrial power systems

verfasst von: Jandecy Cabral Leite, Ignacio Pérez Abril, Maria Emilia de Lima Tostes, Roberto Celio Limão de Oliveira

Erschienen in: Electrical Engineering | Ausgabe 1/2017

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Abstract

The formulations employed to the optimization of passive filters can be classified as formulations of a single objective or formulations with multiple objectives. The single-objective formulations normally are devoted to determine the filters of lowest cost that assure the compliance with the power quality standards, while in the multi-objective approaches are added other goals that are related with the improvement of the power quality indexes. In the presented approach, the problem of the reactive power compensation and the problem of the harmonic distortion compensation are considered a unified multi-objective problem in which is determined a set of passive filters that allows the obtaining of the maximum economic benefits as well as the maximum improvement of the power quality of the circuit. While several previous contributions solve the multi-objective problem by minimizing a single function composed of several sub-objectives, this work employs the non-dominated sorting genetic algorithm (NSGA-II) for the optimization of three independent objective functions. This algorithm obtains the Pareto front of the problem and allows the selection of the most effective solutions. The optimization method that presented in this work allows the selection by the algorithm of the filter type proper for compensation in a node of the circuit as well as the obtaining of their parameters. The set of possible filter configurations to place in one candidate node is defined by the user before the optimization is done. This is a distinctive characteristic of the presented approach that is tested with a practical example.

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Literatur
1.
Zurück zum Zitat Ghiasi M, Rashtchi V, Hoseini H (2008) Optimum location and sizing of passive filters in distribution networks using genetic algorithm. In: International conference on emerging technologies IEEE-ICET 2008, Rawalpindi, Pakistan, 18–19 Oct 2008 Ghiasi M, Rashtchi V, Hoseini H (2008) Optimum location and sizing of passive filters in distribution networks using genetic algorithm. In: International conference on emerging technologies IEEE-ICET 2008, Rawalpindi, Pakistan, 18–19 Oct 2008
2.
Zurück zum Zitat Ruihua Z, Yuhong L, Yaohua L (2008) Optimal parameters for filter using improved genetic algorithms. IEEE Chinese Academy of Sciences, Beijing Ruihua Z, Yuhong L, Yaohua L (2008) Optimal parameters for filter using improved genetic algorithms. IEEE Chinese Academy of Sciences, Beijing
3.
Zurück zum Zitat Luiz ASA, Filho BJC (2008) Minimum reactive power filter design for high power converters. In: 13th international power electronics and motion control conference, EPE-PEMC 2008 Luiz ASA, Filho BJC (2008) Minimum reactive power filter design for high power converters. In: 13th international power electronics and motion control conference, EPE-PEMC 2008
4.
Zurück zum Zitat Chang GW, Wang H-L, Chuang G-S, Chu S-Y (2009) Passive harmonic filter planning in a power system with considering probabilistic constraints. IEEE Trans Power Deliv 24(1):208–218CrossRef Chang GW, Wang H-L, Chuang G-S, Chu S-Y (2009) Passive harmonic filter planning in a power system with considering probabilistic constraints. IEEE Trans Power Deliv 24(1):208–218CrossRef
5.
Zurück zum Zitat Hong Y-Y, Chiu C-S (2010) Passive filter planning using simultaneous perturbation stochastic approximation. IEEE Trans on Power Deliv 25(2):939–946CrossRef Hong Y-Y, Chiu C-S (2010) Passive filter planning using simultaneous perturbation stochastic approximation. IEEE Trans on Power Deliv 25(2):939–946CrossRef
6.
Zurück zum Zitat Zobaa AF, Vaccaro A, Zeineldin HH, Lecci A, Abdel Monem AM (2010) Sizing of passive filters in time-varying non sinusoidal environments. In: Proceedings of 14th international conference on harmonics and quality of power-ICHQP 2010, IEEE, pp 1–8 Zobaa AF, Vaccaro A, Zeineldin HH, Lecci A, Abdel Monem AM (2010) Sizing of passive filters in time-varying non sinusoidal environments. In: Proceedings of 14th international conference on harmonics and quality of power-ICHQP 2010, IEEE, pp 1–8
7.
Zurück zum Zitat Badrzadeh B, Smith KS, Wilson RC (2011) Designing passive harmonic filters for an aluminum smelting plant. IEEE Trans Ind Appl 47(2):973–983CrossRef Badrzadeh B, Smith KS, Wilson RC (2011) Designing passive harmonic filters for an aluminum smelting plant. IEEE Trans Ind Appl 47(2):973–983CrossRef
8.
Zurück zum Zitat Kovernikova LI, Thanh NC (2012) An optimization approach to calculation of passive filter parameters based on particle swarm optimization. In: International conference on renewable energies and power quality (ICREPQ’12) Spain, 28–30 Mar 2012 Kovernikova LI, Thanh NC (2012) An optimization approach to calculation of passive filter parameters based on particle swarm optimization. In: International conference on renewable energies and power quality (ICREPQ’12) Spain, 28–30 Mar 2012
9.
Zurück zum Zitat Abdel ASHE, Zobaa AF, Aziz MMA (2012) Optimal C-type passive filter based on minimization of the voltage harmonic distortion for nonlinear loads. IEEE Trans Ind Electron 59(1):281–289CrossRef Abdel ASHE, Zobaa AF, Aziz MMA (2012) Optimal C-type passive filter based on minimization of the voltage harmonic distortion for nonlinear loads. IEEE Trans Ind Electron 59(1):281–289CrossRef
10.
Zurück zum Zitat Pandi VR, Zeineldin HH, Xiao W (2012) Passive harmonic filter planning to overcome power quality issues in radial distribution systems. In: 2012 IEEE power and energy society general meeting, IEEE, pp 1–6 Pandi VR, Zeineldin HH, Xiao W (2012) Passive harmonic filter planning to overcome power quality issues in radial distribution systems. In: 2012 IEEE power and energy society general meeting, IEEE, pp 1–6
11.
Zurück zum Zitat Ertay MM, Tosun S, Zengin A (2012) Simulated annealing based passive power filter design for a medium voltage power system. In: 2012 international symposium on innovations in intelligent systems and applications (INISTA), IEEE, pp 1–5 Ertay MM, Tosun S, Zengin A (2012) Simulated annealing based passive power filter design for a medium voltage power system. In: 2012 international symposium on innovations in intelligent systems and applications (INISTA), IEEE, pp 1–5
12.
Zurück zum Zitat Stone PEC, Wang J, Shin Y-J, Dougal RA (2012) Efficient harmonic filter allocation in an industrial distribution system. IEEE Trans Ind Electron 59(2):740–751CrossRef Stone PEC, Wang J, Shin Y-J, Dougal RA (2012) Efficient harmonic filter allocation in an industrial distribution system. IEEE Trans Ind Electron 59(2):740–751CrossRef
13.
Zurück zum Zitat Ali HAM, Zobaa AF, El-Zahab EEA (2012) Single-tuned passive harmonic filters design with uncertain source and load characteristics. Recent Pat Electr Eng 5:72–80CrossRef Ali HAM, Zobaa AF, El-Zahab EEA (2012) Single-tuned passive harmonic filters design with uncertain source and load characteristics. Recent Pat Electr Eng 5:72–80CrossRef
14.
Zurück zum Zitat Abdel ASHE, Elmathana MT, Zobaa AF (2002) Different design approaches of shunt passive harmonic filters based on IEEE Std. 519–1992 and IEEE Std. 18–2002. Recent Pat Electr Electron Eng 6:68–75 Abdel ASHE, Elmathana MT, Zobaa AF (2002) Different design approaches of shunt passive harmonic filters based on IEEE Std. 519–1992 and IEEE Std. 18–2002. Recent Pat Electr Electron Eng 6:68–75
15.
Zurück zum Zitat Balci ME, Sakar S (2014) Optimal design of single-tuned passive filters to minimize harmonic loss factor. Middle-East J Sci Res 21(11):2149–2155 Balci ME, Sakar S (2014) Optimal design of single-tuned passive filters to minimize harmonic loss factor. Middle-East J Sci Res 21(11):2149–2155
16.
Zurück zum Zitat Na H, Lina H, Jian W, Dianguo X (2008) Study on optimal design method for passive power filters set at high voltage bus considering many practical aspects. In: Twenty-Third annual IEEE applied power electronics conference and exposition, APEC 2008, IEEE, pp 396–401 Na H, Lina H, Jian W, Dianguo X (2008) Study on optimal design method for passive power filters set at high voltage bus considering many practical aspects. In: Twenty-Third annual IEEE applied power electronics conference and exposition, APEC 2008, IEEE, pp 396–401
17.
Zurück zum Zitat Na H, Dianguo X, Lina H (2009) The application of particle swarm optimization to passive and hybrid active power filter design. IEEE Trans Ind Electron 56(8):2841–2851CrossRef Na H, Dianguo X, Lina H (2009) The application of particle swarm optimization to passive and hybrid active power filter design. IEEE Trans Ind Electron 56(8):2841–2851CrossRef
18.
Zurück zum Zitat Ko C-N, Chang Y-P, Wu C-J (2009) A PSO method with nonlinear time-varying evolution for optimal design of harmonic filters. IEEE Trans Power Syst 24(1):437–444CrossRef Ko C-N, Chang Y-P, Wu C-J (2009) A PSO method with nonlinear time-varying evolution for optimal design of harmonic filters. IEEE Trans Power Syst 24(1):437–444CrossRef
19.
Zurück zum Zitat Sharaf AM, El-Gammal AAA (2008) A discrete particle swarm optimization technique (DPSO) for power filter design. In: Proceedings of the IEEE international conference on electrical and power engineering (EPE) Sharaf AM, El-Gammal AAA (2008) A discrete particle swarm optimization technique (DPSO) for power filter design. In: Proceedings of the IEEE international conference on electrical and power engineering (EPE)
20.
Zurück zum Zitat Sharaf AM, El-Gammal AAA (2009) A novel discrete multi-objective particle swarm optimization (MOPSO) of optimal shunt power filter. In: Proceedings of the power systems conference and exposition, Seattle, Washington, USA, PSCE 2009 Sharaf AM, El-Gammal AAA (2009) A novel discrete multi-objective particle swarm optimization (MOPSO) of optimal shunt power filter. In: Proceedings of the power systems conference and exposition, Seattle, Washington, USA, PSCE 2009
21.
Zurück zum Zitat Maza-Ortega JM, Burgos-Payán M (2010) A software-based tool for optimal design of passive tuned filters. In: Proceedings of the IEEE international symposium on industrial electronic, Bari/Italy, pp 3273–3278 Maza-Ortega JM, Burgos-Payán M (2010) A software-based tool for optimal design of passive tuned filters. In: Proceedings of the IEEE international symposium on industrial electronic, Bari/Italy, pp 3273–3278
22.
Zurück zum Zitat Churio-Barboza JC, Maza-Ortega JM, Burgos-Payán M (2011) Optimal design of passive tuned filters for time varying non-linear loads. In: Proceedings of the 2011 international conference on power engineering, energy and electrical drives, Spain, May 2011 Churio-Barboza JC, Maza-Ortega JM, Burgos-Payán M (2011) Optimal design of passive tuned filters for time varying non-linear loads. In: Proceedings of the 2011 international conference on power engineering, energy and electrical drives, Spain, May 2011
23.
Zurück zum Zitat Verma V, Singh B (2010) Genetic-algorithm-based design of passive filters for offshore applications. IEEE Trans Ind Appl 46(4):1295–1303CrossRef Verma V, Singh B (2010) Genetic-algorithm-based design of passive filters for offshore applications. IEEE Trans Ind Appl 46(4):1295–1303CrossRef
24.
Zurück zum Zitat Dehini R, Sefiane S (2011) Power quality and cost improvement by passive power filters synthesis using ant colony algorithm. J Theor Appl Inf Technol 23(2):70–79 Dehini R, Sefiane S (2011) Power quality and cost improvement by passive power filters synthesis using ant colony algorithm. J Theor Appl Inf Technol 23(2):70–79
25.
Zurück zum Zitat Singh S, Singh B (2010) Passive filter design for a 12-pulse converter fed LCI-synchronous motor drive. In: Power electronics, drives and energy systems (PEDES) & 2010 power India, 2010 joint international conference on IEEE, pp 1–8 Singh S, Singh B (2010) Passive filter design for a 12-pulse converter fed LCI-synchronous motor drive. In: Power electronics, drives and energy systems (PEDES) & 2010 power India, 2010 joint international conference on IEEE, pp 1–8
26.
Zurück zum Zitat Yue H, Li G, Zhou M, Wang K, Wang J (2014) Multi-objective optimal power filter planning in distribution network based on fast nondominated sorting genetic algorithms. In: 2011 4th international conference on electric utility deregulation and restructuring and power technologies (DRPT), IEEE, pp 234–240 Yue H, Li G, Zhou M, Wang K, Wang J (2014) Multi-objective optimal power filter planning in distribution network based on fast nondominated sorting genetic algorithms. In: 2011 4th international conference on electric utility deregulation and restructuring and power technologies (DRPT), IEEE, pp 234–240
27.
Zurück zum Zitat Li S, Li Y, Luo X, Zeng L, He Z (2012) Multi-objective optimal design for passive power filters in hybrid power filter system based on multi-island particle swarm optimization. In: IEEE 7th international power electronics and motion control conference—ECCE Asia June 2–5, 2012, Harbin, China Li S, Li Y, Luo X, Zeng L, He Z (2012) Multi-objective optimal design for passive power filters in hybrid power filter system based on multi-island particle swarm optimization. In: IEEE 7th international power electronics and motion control conference—ECCE Asia June 2–5, 2012, Harbin, China
28.
Zurück zum Zitat Ji J, Liu H, Zeng G, Zhang J (2012) The multi-objective optimization design of passive power filter based on PSO. In: 2012 Asia-Pacific power and energy engineering conference, IEEE, pp 1–4 Ji J, Liu H, Zeng G, Zhang J (2012) The multi-objective optimization design of passive power filter based on PSO. In: 2012 Asia-Pacific power and energy engineering conference, IEEE, pp 1–4
29.
Zurück zum Zitat Carpinelli G, Ferruzzi G, Russo A (2012) A heuristic multi-objective approach with trade off/risk analysis issues for passive harmonic filters planning I. Problem formulation and solution algorithm. In: 8th Mediterranean conference on power generation, transmission, distribution and energy conversion, MEDPOWER 2012 Carpinelli G, Ferruzzi G, Russo A (2012) A heuristic multi-objective approach with trade off/risk analysis issues for passive harmonic filters planning I. Problem formulation and solution algorithm. In: 8th Mediterranean conference on power generation, transmission, distribution and energy conversion, MEDPOWER 2012
30.
Zurück zum Zitat Carpinelli G, Ferruzzi G, Russo A (2012) A heuristic multi-objective approach with trade off/risk analysis issues for passive harmonic filters planning II. Case Study. In: 8th Mediterranean conference on power generation, transmission, distribution and energy conversion, MEDPOWER 2012 Carpinelli G, Ferruzzi G, Russo A (2012) A heuristic multi-objective approach with trade off/risk analysis issues for passive harmonic filters planning II. Case Study. In: 8th Mediterranean conference on power generation, transmission, distribution and energy conversion, MEDPOWER 2012
31.
Zurück zum Zitat Yang C-F, Lai GG, Su C-T (2013) Optimal planning of passive harmonic filters using hybrid differential evolution considering variation of system parameters. Int Trans Electr Energy Syst 23(8):1317–1334CrossRef Yang C-F, Lai GG, Su C-T (2013) Optimal planning of passive harmonic filters using hybrid differential evolution considering variation of system parameters. Int Trans Electr Energy Syst 23(8):1317–1334CrossRef
32.
Zurück zum Zitat Kawann C, Emanuel AE (1996) Passive shunt harmonic filters for low and medium voltage: a cost comparison study. IEEE Trans Power Syst 11(4):1825–1831CrossRef Kawann C, Emanuel AE (1996) Passive shunt harmonic filters for low and medium voltage: a cost comparison study. IEEE Trans Power Syst 11(4):1825–1831CrossRef
33.
Zurück zum Zitat IEEE recommended practices and requirements for harmonic control in electrical power systems (2014) IEEE standard 519–2014 (Revision of IEEE Std 519–1992), IEEE, New York IEEE recommended practices and requirements for harmonic control in electrical power systems (2014) IEEE standard 519–2014 (Revision of IEEE Std 519–1992), IEEE, New York
34.
Zurück zum Zitat IEEE standard for shunt power capacitors (2012) IEEE standard 18-2012 (Revision of IEEE Std 519-1992), IEEE New York IEEE standard for shunt power capacitors (2012) IEEE standard 18-2012 (Revision of IEEE Std 519-1992), IEEE New York
Metadaten
Titel
Multi-objective optimization of passive filters in industrial power systems
verfasst von
Jandecy Cabral Leite
Ignacio Pérez Abril
Maria Emilia de Lima Tostes
Roberto Celio Limão de Oliveira
Publikationsdatum
20.09.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Electrical Engineering / Ausgabe 1/2017
Print ISSN: 0948-7921
Elektronische ISSN: 1432-0487
DOI
https://doi.org/10.1007/s00202-016-0420-3

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