Group-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systems
This paper applies group theory to four classic problems in power distribution systems, namely: phase balancing, primary feeder reconfiguration, optimal tap setting of voltage regulator transformers and optimal placement of fixed capacitors. The main focus of the paper is in the codification and the...
- Autores:
- Tipo de recurso:
- Fecha de publicación:
- 2018
- Institución:
- Universidad Tecnológica de Bolívar
- Repositorio:
- Repositorio Institucional UTB
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.utb.edu.co:20.500.12585/8861
- Acceso en línea:
- https://hdl.handle.net/20.500.12585/8861
- Palabra clave:
- Group theory
Meta heuristics
Optimal placement of capacitors
Phase balancing
Primary feeder reconfiguration
Heuristic algorithms
Optimization
Voltage regulators
Fixed capacitors
Meta heuristics
Optimal placements
Phase balancing
Power distribution system
Primary feeder
Random search algorithm
Simple analysis
Group theory
- Rights
- restrictedAccess
- License
- http://creativecommons.org/licenses/by-nc-nd/4.0/
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Group-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systems |
| title |
Group-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systems |
| spellingShingle |
Group-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systems Group theory Meta heuristics Optimal placement of capacitors Phase balancing Primary feeder reconfiguration Heuristic algorithms Optimization Voltage regulators Fixed capacitors Meta heuristics Optimal placements Phase balancing Power distribution system Primary feeder Random search algorithm Simple analysis Group theory |
| title_short |
Group-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systems |
| title_full |
Group-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systems |
| title_fullStr |
Group-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systems |
| title_full_unstemmed |
Group-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systems |
| title_sort |
Group-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systems |
| dc.subject.keywords.none.fl_str_mv |
Group theory Meta heuristics Optimal placement of capacitors Phase balancing Primary feeder reconfiguration Heuristic algorithms Optimization Voltage regulators Fixed capacitors Meta heuristics Optimal placements Phase balancing Power distribution system Primary feeder Random search algorithm Simple analysis Group theory |
| topic |
Group theory Meta heuristics Optimal placement of capacitors Phase balancing Primary feeder reconfiguration Heuristic algorithms Optimization Voltage regulators Fixed capacitors Meta heuristics Optimal placements Phase balancing Power distribution system Primary feeder Random search algorithm Simple analysis Group theory |
| description |
This paper applies group theory to four classic problems in power distribution systems, namely: phase balancing, primary feeder reconfiguration, optimal tap setting of voltage regulator transformers and optimal placement of fixed capacitors. The main focus of the paper is in the codification and the use of groups as a tool for analysis. A simple random search algorithm is used as a test for the first problem. It is demonstrated that the groups formalism allows a simple analysis of heuristics and could be an interesting path for future investigations. © 2018 IEEE. |
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2018 |
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2018 |
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2020-03-26T16:32:31Z |
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2020-03-26T16:32:31Z |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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Conferencia |
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Proceedings of the 2018 IEEE PES Transmission and Distribution Conference and Exhibition - Latin America, T and D-LA 2018 |
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9781538658444 |
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https://hdl.handle.net/20.500.12585/8861 |
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10.1109/TDC-LA.2018.8511647 |
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Universidad Tecnológica de Bolívar |
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Repositorio UTB |
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36449223500 57191493648 57204762094 56919564100 |
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Proceedings of the 2018 IEEE PES Transmission and Distribution Conference and Exhibition - Latin America, T and D-LA 2018 9781538658444 10.1109/TDC-LA.2018.8511647 Universidad Tecnológica de Bolívar Repositorio UTB 36449223500 57191493648 57204762094 56919564100 |
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https://hdl.handle.net/20.500.12585/8861 |
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eng |
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eng |
| dc.relation.conferencedate.none.fl_str_mv |
18 September 2018 through 21 September 2018 |
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http://purl.org/coar/access_right/c_16ec |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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Atribución-NoComercial 4.0 Internacional |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ Atribución-NoComercial 4.0 Internacional http://purl.org/coar/access_right/c_16ec |
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restrictedAccess |
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Recurso electrónico |
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application/pdf |
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Institute of Electrical and Electronics Engineers Inc. |
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Institute of Electrical and Electronics Engineers Inc. |
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2018 IEEE PES Transmission and Distribution Conference and Exhibition - Latin America, T and D-LA |
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2020-03-26T16:32:31Z2020-03-26T16:32:31Z2018Proceedings of the 2018 IEEE PES Transmission and Distribution Conference and Exhibition - Latin America, T and D-LA 20189781538658444https://hdl.handle.net/20.500.12585/886110.1109/TDC-LA.2018.8511647Universidad Tecnológica de BolívarRepositorio UTB36449223500571914936485720476209456919564100This paper applies group theory to four classic problems in power distribution systems, namely: phase balancing, primary feeder reconfiguration, optimal tap setting of voltage regulator transformers and optimal placement of fixed capacitors. The main focus of the paper is in the codification and the use of groups as a tool for analysis. A simple random search algorithm is used as a test for the first problem. It is demonstrated that the groups formalism allows a simple analysis of heuristics and could be an interesting path for future investigations. © 2018 IEEE.IEEE Peru Section;IEEE Power and Energy SocietyFINANCIAL SUPPORT This work was partially supported by the Master in Electrical Engineering of the Universidad Tecnológica de Pereira.Recurso electrónicoapplication/pdfengInstitute of Electrical and Electronics Engineers Inc.http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/restrictedAccessAtribución-NoComercial 4.0 Internacionalhttp://purl.org/coar/access_right/c_16echttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85057038148&doi=10.1109%2fTDC-LA.2018.8511647&partnerID=40&md5=a2e215f0df089fb75c2e8ca683f6a6c7Scopus2-s2.0-850570381482018 IEEE PES Transmission and Distribution Conference and Exhibition - Latin America, T and D-LAGroup-Theory for the Analysis of Heuristic Algorithms in Power Distribution Systemsinfo:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionConferenciahttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_c94fGroup theoryMeta heuristicsOptimal placement of capacitorsPhase balancingPrimary feeder reconfigurationHeuristic algorithmsOptimizationVoltage regulatorsFixed capacitorsMeta heuristicsOptimal placementsPhase balancingPower distribution systemPrimary feederRandom search algorithmSimple analysisGroup theory18 September 2018 through 21 September 2018Garces A.Gil-González, WalterCastano J.Montoya O.D.Eremia, M., Liu, C.-C., Edris, A.-A., (2016) Heuristic Optimization Techniques, p. 1072. , http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7656787, Wiley-IEEE PressArmstrong, M., (1988) Groups and Symmetry, , SpringerKurzweil, H., Stellmacher, B., (2004) The Theory of Finite Groups: An Introduction, , SpringerZhu, J., Chow, M.-Y., Zhang, F., Phase balancing using mixed-integer programming [distribution feeders] (1998) IEEE Transactions on Power Systems, 13 (4), pp. 1487-1492. , NovWeckx, S., Driesen, J., Load balancing with ev chargers and pv inverters in unbalanced distribution grids (2015) IEEE Transactions on Sustainable Energy, 6 (2), pp. 635-643. , AprilTerorde, M., Wattar, H., Schulz, D., Phase balancing for aircraft electrical distribution systems (2015) IEEE Transactions on Aerospace and Electronic Systems, 51 (3), pp. 1781-1792. , JulyZhu, J., Bilbro, G., Chow, M.-Y., Phase balancing using simulated annealing (1999) IEEE Transactions on Power Systems, 14 (4), pp. 1508-1513. , NovSoltani, S., Rashidinejad, M., Abdollahi, A., Stochastic multiobjective distribution systems phase balancing considering distributed energy resources (2017) IEEE Systems Journal, 99, pp. 1-12Civanlar, S., Grainger, J.J., Yin, H., Lee, S.S.H., Distribution feeder reconfiguration for loss reduction (1988) IEEE Transactions on Power Delivery, 3 (3), pp. 1217-1223. , JulBaran, M.E., Wu, F.F., Network reconfiguration in distribution systems for loss reduction and load balancing (1989) IEEE Transactions on Power Delivery, 4 (2), pp. 1401-1407. , AprAhmadi, H., Marti, J.R., Distribution system optimization based on a linear power-flow formulation (2015) IEEE Transactions on Power Delivery, 30 (1), pp. 25-33. , FebLavorato, M., Franco, J.F., Rider, M.J., Romero, R., Imposing radiality constraints in distribution system optimization problems (2012) IEEE Transactions on Power Systems, 27 (1), pp. 172-180. , FebCarreno, E.M., Romero, R., Padilha-Feltrin, A., An efficient codification to solve distribution network reconfiguration for loss reduction problem (2008) IEEE Transactions on Power Systems, 23 (4), pp. 1542-1551. , NovSenjyu, T., Miyazato, Y., Yona, A., Urasaki, N., Funabashi, T., Optimal distribution voltage control and coordination with distributed generation (2008) IEEE Transactions on Power Delivery, 23 (2), pp. 1236-1242. , AprilElkhatib, M.E., Shatshat, R.E., Salama, M.M.A., Optimal control of voltage regulators for multiple feeders (2010) IEEE Transactions on Power Delivery, 25 (4), pp. 2670-2675. , OctCarlisle, J.C., El-Keib, A.A., A graph search algorithm for optimal placement of fixed and switched capacitors on radial distribution systems (2000) IEEE Transactions on Power Delivery, 15 (1), pp. 423-428. , JanEl-Fergany, A.A., Abdelaziz, A.Y., Capacitor allocations in radial distribution networks using cuckoo search algorithm (2014) IET Generation, Transmission Distribution, 8 (2), pp. 223-232. , FebruarySpall, J.C., (2003) Introduction to Stochastic Search Optimization: Estimation, Simulation and Control, , Wiley-intersciencehttp://purl.org/coar/resource_type/c_c94fTHUMBNAILMiniProdInv.pngMiniProdInv.pngimage/png23941https://repositorio.utb.edu.co/bitstream/20.500.12585/8861/1/MiniProdInv.png0cb0f101a8d16897fb46fc914d3d7043MD5120.500.12585/8861oai:repositorio.utb.edu.co:20.500.12585/88612023-05-26 10:23:16.824Repositorio Institucional UTBrepositorioutb@utb.edu.co |