{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T11:36:43Z","timestamp":1773056203346,"version":"3.50.1"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2015,4,3]],"date-time":"2015-04-03T00:00:00Z","timestamp":1428019200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2016,7]]},"DOI":"10.1007\/s00500-015-1659-8","type":"journal-article","created":{"date-parts":[[2015,4,3]],"date-time":"2015-04-03T12:18:25Z","timestamp":1428063505000},"page":"2577-2594","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":30,"title":["PSO-scaled fuzzy logic to load frequency control in hydrothermal power system"],"prefix":"10.1007","volume":"20","author":[{"given":"V.","family":"Jeyalakshmi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P.","family":"Subburaj","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,4,3]]},"reference":[{"key":"1659_CR1","doi-asserted-by":"crossref","unstructured":"Abraham RJ, Das D, Patra A (2009) AGC study of a hydrothermal system with SMES and TCPS. Eur Trans Electr Power 19:487\u2013498. doi: 10.1002\/etep.235","DOI":"10.1002\/etep.235"},{"key":"1659_CR2","doi-asserted-by":"crossref","first-page":"632","DOI":"10.1049\/iet-gtd:20060361","volume":"1","author":"RJ Abraham","year":"2007","unstructured":"Abraham RJ, Das D, Patra A (2007) Effect of TCPS on oscillations in tie-power and area frequencies in an interconnected thermal power system. IET Gener Transm Distrib 1:632\u2013639. doi: 10.1049\/iet-td:20060361","journal-title":"IET Gener Transm Distrib"},{"key":"1659_CR3","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1016\/j.ijepes.2010.12.022","volume":"33","author":"ES Ali","year":"2011","unstructured":"Ali ES, Abd-Elazim SM (2011) Bacteria foraging optimization algorithm based load frequency controller for interconnected power system. Int J Electr Power Energy Syst 33:633\u2013638. doi: 10.1016\/j.ijepes.2010.12.022","journal-title":"Int J Electr Power Energy Syst"},{"key":"1659_CR4","unstructured":"Allen WJ, Wollenberg BF (1994) Power generation, operation and control. Wiley, New York"},{"key":"1659_CR5","unstructured":"Arivoli R, Chidambaram IA (2012) CPSO based LFC for a two-area power system with GDB and GRC nonlinearities interconnected through TCPS in series with the tie-line. Int J Comput Appl 38:1\u201310. doi: 10.5120\/4697-6846"},{"key":"1659_CR6","doi-asserted-by":"crossref","first-page":"1935","DOI":"10.1109\/TSG.2012.2196806","volume":"3","author":"H Bevrani","year":"2012","unstructured":"Bevrani H et al (2012) Intelligent frequency control in an AC microgrid: online PSO-based fuzzy tuning approach. IEEE Trans Smart Grid 3:1935\u20131944. doi: 10.1109\/TSG.2012.2196806","journal-title":"IEEE Trans Smart Grid"},{"key":"1659_CR7","doi-asserted-by":"crossref","unstructured":"Bevrani H, Daneshmand PR (2012) Fuzzy logic-based Load-frequency control concerning high penetration of wind turbines. IEEE Syst J 6:173\u2013180. doi: 10.1109\/JSYST.2011.2163028","DOI":"10.1109\/JSYST.2011.2163028"},{"key":"1659_CR8","doi-asserted-by":"crossref","first-page":"1585","DOI":"10.1016\/j.ijepes.2010.12.015","volume":"33","author":"P Bhatt","year":"2011","unstructured":"Bhatt P, Roy R, Ghoshal SP (2011) Comparative performance evaluation of SMES- SMES, TCPS-SMES and SSSC-SMES controllers in automatic generation control for a two area hydro- hydro system. Int J Electr Power Energy Syst 33:1585\u20131597. doi: 10.1016\/j.ijepes.2010.12.015","journal-title":"Int J Electr Power Energy Syst"},{"key":"1659_CR9","doi-asserted-by":"crossref","unstructured":"Bhatt P, Ranjit R, Ghosal SP (2010) GA\/particle swarm intelligence based optimization of two specific varieties of controller devices applied to two-area multi-units automatic generation control. Int. Journal of Electrical Power and Energy Systems 32: 299\u2013310. doi.10.1016\/j.ijpes.2009.09.004","DOI":"10.1016\/j.ijepes.2009.09.004"},{"key":"1659_CR10","doi-asserted-by":"crossref","first-page":"484","DOI":"10.1016\/j.engappai.2011.09.018","volume":"25","author":"S Bouallegue","year":"2012","unstructured":"Bouallegue S et al (2012) PID-type fuzzy logic controller tuning based on particle swarm optimization. Int J Eng Appl Artif Intell 25:484\u2013493","journal-title":"Int J Eng Appl Artif Intell"},{"key":"1659_CR11","doi-asserted-by":"crossref","first-page":"484","DOI":"10.1016\/j.engappai.2011.09.018","volume":"25","author":"S Bouallegue","year":"2012","unstructured":"Bouallegue S, Haggege J, Ayadi M, Benrejeb M (2012) PID-type fuzzy logic controller tuning based on particle swarm optimization. Eng Appl Artif Intell 25:484\u2013493. doi: 10.1016\/j.engappai.2011.09.018","journal-title":"Eng Appl Artif Intell"},{"key":"1659_CR12","doi-asserted-by":"crossref","first-page":"1267","DOI":"10.1016\/j.asoc.2011.12.010","volume":"12","author":"O Castillo","year":"2012","unstructured":"Castillo O, Melin P (2012) A review on the design and optimization of interval type-2 fuzzy controllers. Appl Soft Comput 12:1267\u20131278. doi: 10.1016\/j.asoc.2011.12.010","journal-title":"Appl Soft Comput"},{"key":"1659_CR13","doi-asserted-by":"crossref","unstructured":"Cazarez-Castro NR, Aguilar L, Castillo O (2008) Hybrid genetic-fuzzy optimization of a type-2 fuzzy logic controller. In: Proceedings of the 8th international conference on hybrid intelligent systems, Barcelona, pp 216\u2013221. doi: 10.1109\/HIS.2008.170","DOI":"10.1109\/HIS.2008.170"},{"key":"1659_CR14","doi-asserted-by":"crossref","unstructured":"del Valle Y et al. (2008) Particle swarm optimization: basic concepts, variants and applications in power systems. IEEE Trans Evol Comput 12:171\u2013195. doi: 10.1109\/TEVC.2007.896686","DOI":"10.1109\/TEVC.2007.896686"},{"key":"1659_CR15","doi-asserted-by":"crossref","unstructured":"Eberhart R, Kennedy J (1995) A new optimizer using particle swarm theory. In: Proceedings of the 6 $$^{th}$$ t h int. symp. micro mach. hum. sci., Nagoya, pp 39\u201343. doi: 10.1109\/MHS.1995.494215","DOI":"10.1109\/MHS.1995.494215"},{"key":"1659_CR16","unstructured":"Elgerd Olle I (2006) Electric energy systems theory. Tata McGraw-Hill, New Delhi"},{"key":"1659_CR17","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1016\/j.ijepes.2011.10.026","volume":"36","author":"R Farhangi","year":"2012","unstructured":"Farhangi R, Boroushaki M, Hosseini SH (2012) Load-frequency control of interconnected power system using emotional learning-based intelligent controller Int. J Electr Power Energy Syst 36:76\u201383. doi: 10.1016\/j.ijepes.2011.10.026","journal-title":"J Electr Power Energy Syst"},{"key":"1659_CR18","doi-asserted-by":"crossref","unstructured":"Fierro R, Castillo O, Valdez F (2013) Optimization of fuzzy control systems with different variants of particle swarm optimization. In: Proceedings of the IEEE conference hybrid intelligent models and applications, Singapore, pp 51\u201356. doi: 10.1109\/HIMA.2013.6615022","DOI":"10.1109\/HIMA.2013.6615022"},{"key":"1659_CR19","doi-asserted-by":"crossref","unstructured":"IEEE Committee Report (1973) Dynamic models for steam and hydro turbines in power system studies. IEEE Trans Power Appar Syst PAS-92:1904\u201315. doi: 10.1109\/TPAS.1973.293570","DOI":"10.1109\/TPAS.1973.293570"},{"key":"1659_CR20","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1109\/TPWRD.1986.4307900","volume":"1","author":"T Ise","year":"1986","unstructured":"Ise T, Mitani Y, Suji T (1986) Simultaneous active and reactive power control of superconducting magnetic energy storage using GTO converter. IEEE Trans Power Deliv 1:143\u2013150. doi: 10.1109\/TPWRD.1986.4307900","journal-title":"IEEE Trans Power Deliv"},{"key":"1659_CR21","doi-asserted-by":"crossref","unstructured":"Juang CF, Lu CF (2002) Power system load frequency control with fuzzy gain scheduling designed by new genetic algorithms. In: Proceedings of the IEEE international conference on fuzzy systems, Honolulu, pp 64\u201368. doi: 10.1109\/FUZZ.2002.1004961","DOI":"10.1109\/FUZZ.2002.1004961"},{"key":"1659_CR22","doi-asserted-by":"crossref","first-page":"196","DOI":"10.1049\/ip-gtd:20050176","volume":"153","author":"CF Juang","year":"2006","unstructured":"Juang CF, Lu CF (2006) Load-frequency control by hybrid evolutionary fuzzy controller. IEE Proc Gener Transm Distrib 153:196\u2013204","journal-title":"IEE Proc Gener Transm Distrib"},{"key":"1659_CR23","doi-asserted-by":"crossref","unstructured":"Kocaarslan I, Cam K (2005) Fuzzy logic controller in interconnected electrical power systems for load-frequency control. Int J Electr Power Energy Syst 27:542\u2013549. doi: 10.1016\/j.ijepes.2005.06.003","DOI":"10.1016\/j.ijepes.2005.06.003"},{"key":"1659_CR24","volume-title":"Power system stability and control","author":"P Kundur","year":"1994","unstructured":"Kundur P (1994) Power system stability and control. Tata McGraw-Hill, New Delhi"},{"key":"1659_CR25","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1109\/TEC.1986.4765732","volume":"1","author":"HJ Kunish","year":"1986","unstructured":"Kunish HJ, Kramer KG, Domnik H (1986) Battery energy storage\u2014another option for load frequency control and instantaneous reserve. IEEE Trans Energy Convers 1:41\u201346. doi: 10.1109\/TEC.1986.4765732","journal-title":"IEEE Trans Energy Convers"},{"key":"1659_CR26","doi-asserted-by":"crossref","unstructured":"Lee J (1993) On methods for improving performance of PI-type fuzzy logic controllers. IEEE Trans Fuzzy Syst 1:298\u2013301. doi: 10.1109\/91.251930","DOI":"10.1109\/91.251930"},{"key":"1659_CR27","doi-asserted-by":"crossref","unstructured":"Liang JJ, Ponnuthurai Nagaratnam Suganthan AK, Baskar S (2006) Comprehensive learning particle swarm optimizerfor global optimization of multimodal functions. IEEE Trans Evol Comput 10:281\u2013295. doi: 10.1109\/TEVC.2005.857610","DOI":"10.1109\/TEVC.2005.857610"},{"key":"1659_CR28","unstructured":"Liu X, Zhan X, Qian D (2010) Load frequency control considering generation rate constraints. In: Proceedings of the 8th world congress on intelligent control and automation, Jinan, 1398\u20131401. doi: 10.1109\/WCICA.2010.55548"},{"key":"1659_CR29","doi-asserted-by":"crossref","unstructured":"Maldonado Y, Castillo O, Melin P (2013) Particle swarm optimization of interval type-2 fuzzy systems for FPGA applications. Appl Soft Comput 13:496\u2013508. doi: 10.1016\/j.asoc.2012.08.032","DOI":"10.1016\/j.asoc.2012.08.032"},{"key":"1659_CR30","doi-asserted-by":"crossref","unstructured":"Mathur HD (2006) A comprehensive analysis of intelligent controllers for load frequency control. Power India Conf. doi: 10.1109\/POWERI.2006.1632619","DOI":"10.1109\/POWERI.2006.1632619"},{"key":"1659_CR31","doi-asserted-by":"crossref","first-page":"3196","DOI":"10.1016\/j.eswa.2012.12.033","volume":"40","author":"P Melin","year":"2013","unstructured":"Melin P, Olivas F, Castillo O et al (2013) Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic. Expert Syst Appl 40:3196\u20133206. doi: 10.1016\/j.eswa.2012.12.033","journal-title":"Expert Syst Appl"},{"key":"1659_CR32","doi-asserted-by":"crossref","first-page":"11217","DOI":"10.1016\/j.eswa.2011.02.169","volume":"38","author":"SK Oh","year":"2011","unstructured":"Oh SK, Jang HJ, Pedrycz W (2011) A comparative experimental study of type-1\/type-2 fuzzy cascade controller based on genetic algorithms and particle swarm optimization. Expert Syst Appl 38:11217\u201311229. doi: 10.1016\/j.eswa.2011.02.169","journal-title":"Expert Syst Appl"},{"key":"1659_CR33","doi-asserted-by":"crossref","unstructured":"Rasolomampionona D, Anwar S (2011) Interaction between phase shifting transformers installed in the tie-lines of interconnected power systems and automatic frequency controllers. Int J Electr Power Energy Syst 33:1351\u20131360. doi: 10.1016\/j.ijepes.2011.06.001","DOI":"10.1016\/j.ijepes.2011.06.001"},{"key":"1659_CR34","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1016\/j.epsr.2014.03.010","volume":"112","author":"P Siano","year":"2014","unstructured":"Siano P, Citro C (2014) Designing fuzzy logic controllers for DC\u2013DC converters using multi-objective particle swarm optimization. Electr Power Syst Res 112:74\u201383. doi: 10.1016\/j.epsr.2014.03.010","journal-title":"Electr Power Syst Res"},{"key":"1659_CR35","first-page":"2971","volume":"2","author":"U Thiruppathi","year":"2013","unstructured":"Thiruppathi U, Prakash Ayyappan B, Balaganapath G (2013) Load frequency control of an interconnected power system using thyristor controlled phase shifter. Int J Eng Res Technol 2:2971\u20132977","journal-title":"Int J Eng Res Technol"},{"key":"1659_CR36","unstructured":"Timothy J, Rose NR (2010) Fuzzy logic with engineering applications. Wiley, UK"},{"key":"1659_CR37","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1109\/60.629702","volume":"12","author":"SC Tripathy","year":"1997","unstructured":"Tripathy SC, Juengst KP (1997) Sampled data generation control with superconducting magnetic energy storage in power systems. IEEE Trans Energy Convers 12:187\u2013192. doi: 10.1109\/60.629702","journal-title":"IEEE Trans Energy Convers"},{"key":"1659_CR38","doi-asserted-by":"crossref","unstructured":"Wagner C, Hagras H (2007) A genetic algorithm based architecture for evolving type-2 fuzzy logic controllers for real world autonomous mobile robots. In: Proceedings of the IEEE international conference on fuzzy systems, London. doi: 10.1109\/FUZZY.2007.4295364","DOI":"10.1109\/FUZZY.2007.4295364"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-015-1659-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-015-1659-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-015-1659-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,22]],"date-time":"2019-08-22T21:25:52Z","timestamp":1566509152000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-015-1659-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,4,3]]},"references-count":38,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2016,7]]}},"alternative-id":["1659"],"URL":"https:\/\/doi.org\/10.1007\/s00500-015-1659-8","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,4,3]]}}}