{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T15:21:08Z","timestamp":1777130468649,"version":"3.51.4"},"reference-count":50,"publisher":"Springer Science and Business Media LLC","issue":"9-10","license":[{"start":{"date-parts":[[2023,12,26]],"date-time":"2023-12-26T00:00:00Z","timestamp":1703548800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,12,26]],"date-time":"2023-12-26T00:00:00Z","timestamp":1703548800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2024,5]]},"DOI":"10.1007\/s00500-023-09504-y","type":"journal-article","created":{"date-parts":[[2023,12,26]],"date-time":"2023-12-26T06:02:34Z","timestamp":1703570554000},"page":"6423-6446","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["An optimized frequency control of green energy integrated microgrid power system using modified SSO Algorithm"],"prefix":"10.1007","volume":"28","author":[{"given":"A.","family":"Deepa","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2247-1893","authenticated-orcid":false,"given":"Arangarajan","family":"Vinayagam","sequence":"additional","affiliation":[]},{"given":"S. T.","family":"Suganthi","sequence":"additional","affiliation":[]},{"given":"Thirusenthil","family":"Kumaran","sequence":"additional","affiliation":[]},{"given":"Veerapandiyan","family":"Veerasamy","sequence":"additional","affiliation":[]},{"given":"R.","family":"Mohandas","sequence":"additional","affiliation":[]},{"given":"Andrew Xavier Raj","family":"Irudayaraj","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,12,26]]},"reference":[{"issue":"7","key":"9504_CR1","doi-asserted-by":"crossref","first-page":"399","DOI":"10.3390\/pr7070399","volume":"7","author":"A Ali-Kadhem","year":"2019","unstructured":"Ali-Kadhem A, Abdul-Wahab NI, Abdalla AN (2019) Wind energy generation assessment at specific sites in a Peninsula in Malaysia based on reliability indices. Processes 7(7):399","journal-title":"Processes"},{"issue":"8","key":"9504_CR2","doi-asserted-by":"crossref","first-page":"4385","DOI":"10.1007\/s00521-018-3343-2","volume":"31","author":"S Arora","year":"2019","unstructured":"Arora S, Anand P (2019) Chaotic grasshopper optimization algorithm for global optimization. Neural Comput Appl 31(8):4385\u20134405","journal-title":"Neural Comput Appl"},{"issue":"14","key":"9504_CR3","doi-asserted-by":"crossref","first-page":"1659","DOI":"10.1049\/iet-rpg.2018.5196","volume":"12","author":"AK Barik","year":"2018","unstructured":"Barik AK, Das DC (2018) Expeditious frequency control of solar photovoltaic\/biogas\/biodiesel generator based isolated renewable microgrid using grasshopper optimisation algorithm. IET Renew Power Gener 12(14):1659\u20131667","journal-title":"IET Renew Power Gener"},{"key":"9504_CR4","doi-asserted-by":"crossref","first-page":"3079","DOI":"10.1007\/s00366-020-00994-0","volume":"37","author":"S Barshandeh","year":"2021","unstructured":"Barshandeh S, Haghzadeh M (2021) A new hybrid chaotic atom search optimization based on tree-seed algorithm and Levy flight for solving optimization problems. Eng Comput 37:3079\u20133122","journal-title":"Eng Comput"},{"issue":"4","key":"9504_CR5","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(4):1935\u20131944","journal-title":"IEEE Trans Smart Grid"},{"issue":"2","key":"9504_CR6","first-page":"706","volume":"7","author":"H Bevrani","year":"2015","unstructured":"Bevrani H, Feizi MR, Ataee S (2015) Robust frequency control in an islanded microgrid: H\u221e and \u03bc-synthesis approaches. IEEE Trans Smart Grid 7(2):706\u2013771","journal-title":"IEEE Trans Smart Grid"},{"key":"9504_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-04815-9","author":"F Burak","year":"2020","unstructured":"Burak F, Tuncer T, Kocamaz AF (2020) A chaotic optimization method based on logistic-sine map for numerical function optimization. Neural Comput Appl. https:\/\/doi.org\/10.1007\/s00521-020-04815-9","journal-title":"Neural Comput Appl"},{"key":"9504_CR8","doi-asserted-by":"crossref","DOI":"10.1016\/j.jnca.2023.103583","volume":"212","author":"G D\u2019Angelo","year":"2023","unstructured":"D\u2019Angelo G, Palmieri F (2023) A co-evolutionary genetic algorithm for robust and balanced controller placement in software-defined networks. J Netw Comput Appl 212:103583","journal-title":"J Netw Comput Appl"},{"issue":"4","key":"9504_CR9","doi-asserted-by":"crossref","first-page":"1779","DOI":"10.1007\/s00500-022-06757-x","volume":"26","author":"G D\u2019Angelo","year":"2022","unstructured":"D\u2019Angelo G, Palmieri F, Robustelli A (2022) Artificial neural networks for resources optimization in energetic environment. Soft Comput 26(4):1779\u20131792","journal-title":"Soft Comput"},{"key":"9504_CR10","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1016\/j.future.2022.10.019","volume":"140","author":"G D\u2019Angelo","year":"2023","unstructured":"D\u2019Angelo G, Della-Morte D, Pastore D, Donadel G, De Stefano A, Palmieri F (2023a) Identifying patterns in multiple biomarkers to diagnose diabetic foot using an explainable genetic programming-based approach. Future Gener Comput Syst 140:138\u2013150","journal-title":"Future Gener Comput Syst"},{"key":"9504_CR11","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.future.2023.05.021","volume":"148","author":"G D\u2019Angelo","year":"2023","unstructured":"D\u2019Angelo G, Farsimadan E, Ficco M, Palmieri F, Robustelli A (2023b) Privacy-preserving malware detection in Android-based IoT devices through federated Markov chains. Futur Gener Comput Syst 148:93\u2013105","journal-title":"Futur Gener Comput Syst"},{"key":"9504_CR12","volume":"169","author":"S Das","year":"2021","unstructured":"Das S, Saha P (2021) Performance of swarm intelligence based chaotic meta-heuristic algorithms in civil structural health monitoring. Measurement 169:108533","journal-title":"Measurement"},{"key":"9504_CR13","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.ijepes.2016.02.028","volume":"82","author":"P Dash","year":"2016","unstructured":"Dash P, Saikia LC, Sinha N (2016) Flower pollination algorithm optimized PI-PD cascade controller in automatic generation control of a multi-area power system. Int J Electr Power Energy Syst 82:19\u201328","journal-title":"Int J Electr Power Energy Syst"},{"issue":"4","key":"9504_CR14","doi-asserted-by":"crossref","first-page":"1504","DOI":"10.1016\/j.chaos.2007.06.018","volume":"39","author":"L dos Santos Coelho","year":"2009","unstructured":"dos Santos Coelho L (2009) Tuning of PID controller for an automatic regulator voltage system using chaotic optimization approach. Chaos, Solitons Fractals 39(4):1504\u20131514","journal-title":"Chaos, Solitons Fractals"},{"issue":"3","key":"9504_CR15","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1049\/iet-gtd.2016.0455","volume":"11","author":"AA El-Fergany","year":"2017","unstructured":"El-Fergany AA, El-Hameed MA (2017) Efficient frequency controllers for autonomous two-area hybrid microgrid system using social-spider optimiser. IET Gener Transm Distrib 11(3):637\u2013648","journal-title":"IET Gener Transm Distrib"},{"issue":"13","key":"9504_CR16","doi-asserted-by":"crossref","first-page":"1984","DOI":"10.1049\/iet-cta.2011.0405","volume":"6","author":"M Farahani","year":"2012","unstructured":"Farahani M, Ganjefar S, Alizadeh M (2012) PID controller adjustment using chaotic optimisation algorithm for multi-area load frequency control. IET Control Theory Appl 6(13):1984\u20131992","journal-title":"IET Control Theory Appl"},{"key":"9504_CR17","doi-asserted-by":"crossref","DOI":"10.1016\/j.asoc.2021.107564","volume":"109","author":"B Khokhar","year":"2021","unstructured":"Khokhar B, Dahiya S, Singh-Parmar KP (2021) Load frequency control of a microgrid employing a 2D Sine Logistic map based chaotic sine cosine algorithm. Appl Soft Comput 109:107564","journal-title":"Appl Soft Comput"},{"issue":"3","key":"9504_CR18","doi-asserted-by":"crossref","DOI":"10.1002\/2050-7038.12766","volume":"31","author":"S Kullapadayachi Govindaraju","year":"2021","unstructured":"Kullapadayachi Govindaraju S, Sivalingam R (2021) Design, analysis, and real-time validation of type-2 fractional order fuzzy PID controller for energy storage\u2013based microgrid frequency regulation. Int Trans Electr Energy Syst 31(3):e12766","journal-title":"Int Trans Electr Energy Syst"},{"key":"9504_CR19","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1007\/s40031-021-00656-9","volume":"103","author":"A Kumar","year":"2021","unstructured":"Kumar A, Suhag S (2021) Whale optimization algorithm optimized fuzzy-PID plus PID hybrid controller for frequency regulation in hybrid power system. J Inst Eng (india) Ser B 103:633\u2013648","journal-title":"J Inst Eng (india) Ser B"},{"issue":"1","key":"9504_CR20","first-page":"188","volume":"8","author":"A Latif","year":"2018","unstructured":"Latif A et al (2018) Integrated demand side management and generation control for frequency control of a microgrid using PSO and FA based controller. Int J Renew Energy Res (IJRER) 8(1):188\u2013199","journal-title":"Int J Renew Energy Res (IJRER)"},{"key":"9504_CR21","doi-asserted-by":"crossref","DOI":"10.1016\/j.apenergy.2020.116171","volume":"282","author":"A Latif","year":"2021","unstructured":"Latif A et al (2021) Double stage controller optimization for load frequency stabilization in hybrid wind-ocean wave energy based maritime microgrid system. Appl Energy 282:116171","journal-title":"Appl Energy"},{"key":"9504_CR22","doi-asserted-by":"crossref","unstructured":"Lurwan SM et al (2014) Predicting power output of photovoltaic systems with solar radiation model. In: 2014 IEEE International Conference on Power and Energy (PECon). IEEE","DOI":"10.1109\/PECON.2014.7062461"},{"key":"9504_CR23","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/j.ijepes.2014.04.050","volume":"62","author":"M Ma","year":"2014","unstructured":"Ma M, Chen H, Liu X, Allg\u00f6wer F (2014) Distributed model predictive load frequency control of multi-area interconnected power system. Int J Electr Power Energy Syst 62:289\u2013298","journal-title":"Int J Electr Power Energy Syst"},{"key":"9504_CR24","doi-asserted-by":"crossref","first-page":"302","DOI":"10.1016\/j.neucom.2017.04.053","volume":"260","author":"MM Mafarja","year":"2017","unstructured":"Mafarja MM, Mirjalili S (2017) Hybrid whale optimization algorithm with simulated annealing for feature selection. Neurocomputing 260:302\u2013312","journal-title":"Neurocomputing"},{"key":"9504_CR25","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.chaos.2015.06.020","volume":"78","author":"A Mukherjee","year":"2015","unstructured":"Mukherjee A, Mukherjee V (2015) Solution of optimal power flow using chaotic krill herd algorithm. Chaos Solitons Fractals 78:10\u201321","journal-title":"Chaos Solitons Fractals"},{"issue":"5","key":"9504_CR26","doi-asserted-by":"crossref","first-page":"2175","DOI":"10.1109\/TSG.2015.2459766","volume":"7","author":"I Pan","year":"2015","unstructured":"Pan I, Das S (2015) Fractional order AGC for distributed energy resources using robust optimization. IEEE Trans Smart Grid 7(5):2175\u20132186","journal-title":"IEEE Trans Smart Grid"},{"key":"9504_CR27","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.ijepes.2014.07.013","volume":"64","author":"RK Sahu","year":"2015","unstructured":"Sahu RK, Panda S, Padhan S (2015) A hybrid firefly algorithm and pattern search technique for automatic generation control of multi area power systems. Int J Electr Power Energy Syst 64:9\u201323","journal-title":"Int J Electr Power Energy Syst"},{"key":"9504_CR28","doi-asserted-by":"crossref","first-page":"310","DOI":"10.1016\/j.asoc.2015.01.020","volume":"29","author":"RK Sahu","year":"2016","unstructured":"Sahu RK, Panda S, Padhan S (2016a) A novel hybrid gravitational search and pattern search algorithm for load frequency control of nonlinear power system. Appl Soft Comput 29:310\u2013327","journal-title":"Appl Soft Comput"},{"key":"9504_CR29","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1016\/j.ijepes.2015.07.020","volume":"74","author":"BK Sahu","year":"2016","unstructured":"Sahu BK, Pati TK, Nayak JR, Panda S, Kar SK (2016b) A novel hybrid LUS-TLBO optimized fuzzy-PID controller for load frequency control of multi-source power system. Electr Power Energy Syst 74:58\u201369","journal-title":"Electr Power Energy Syst"},{"key":"9504_CR30","doi-asserted-by":"crossref","first-page":"380","DOI":"10.1016\/j.segan.2018.10.003","volume":"16","author":"PC Sahu","year":"2018","unstructured":"Sahu PC et al (2018) Improved-salp swarm optimized type-II fuzzy controller in load frequency control of multi area islanded AC microgrid. Sustain Energy Grids Netw 16:380\u2013392","journal-title":"Sustain Energy Grids Netw"},{"key":"9504_CR31","doi-asserted-by":"crossref","first-page":"394","DOI":"10.1016\/j.ijepes.2010.08.036","volume":"33","author":"LC Saikia","year":"2011","unstructured":"Saikia LC, Nanda J, Mishra S (2011) Performance comparison of several classical controllers in AGC for multi-area interconnected thermal system. Electr Power Energy Syst 33:394\u2013401","journal-title":"Electr Power Energy Syst"},{"issue":"5","key":"9504_CR32","doi-asserted-by":"crossref","first-page":"997","DOI":"10.1007\/s40031-021-00607-4","volume":"102","author":"P Sanki","year":"2021","unstructured":"Sanki P et al (2021) Moth flame optimization based fuzzy-PID controller for power-frequency balance of an islanded microgrid. J Inst Eng (india) Ser B 102(5):997\u20131006","journal-title":"J Inst Eng (india) Ser B"},{"issue":"10","key":"9504_CR33","doi-asserted-by":"crossref","first-page":"3462","DOI":"10.1007\/s10489-018-1158-6","volume":"48","author":"GI Sayed","year":"2018","unstructured":"Sayed GI, Khoriba G, Haggag MH (2018) A novel chaotic salp swarm algorithm for global optimization and feature selection. Appl Intell 48(10):3462\u20133481","journal-title":"Appl Intell"},{"issue":"1","key":"9504_CR34","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1007\/s00521-017-2988-6","volume":"31","author":"GI Sayed","year":"2019","unstructured":"Sayed GI, Hassanien AE, Azar AT (2019) Feature selection via a novel chaotic crow search algorithm. Neural Comput Appl 31(1):171\u2013188","journal-title":"Neural Comput Appl"},{"issue":"18","key":"9504_CR35","doi-asserted-by":"crossref","first-page":"11739","DOI":"10.1007\/s00521-021-05880-4","volume":"33","author":"HA Shehadeh","year":"2021","unstructured":"Shehadeh HA (2021) A hybrid sperm swarm optimization and gravitational search algorithm (HSSOGSA) for global optimization. Neural Comput Appl 33(18):11739\u201311752","journal-title":"Neural Comput Appl"},{"issue":"10","key":"9504_CR36","doi-asserted-by":"crossref","first-page":"241","DOI":"10.3390\/sym9100241","volume":"9","author":"HA Shehadeh","year":"2017","unstructured":"Shehadeh HA, Ldris MYI, Ahmedy I (2017) Multi objective optimization algorithm based on sperm fertilization procedure (MOSFP). Symmetry 9(10):241","journal-title":"Symmetry"},{"key":"9504_CR37","doi-asserted-by":"crossref","unstructured":"Shehadeh HA, Ahmedy I, Idris MYI (2018a) Empirical study of sperm swarm optimization algorithm. In: Proceedings of SAI Intelligent Systems Conference. Springer, Cham","DOI":"10.1007\/978-3-030-01057-7_80"},{"key":"9504_CR38","doi-asserted-by":"crossref","unstructured":"Shehadeh HA, Ahmedy I, Idris MYI (2018b) Sperm swarm optimization algorithm for optimizing wireless sensor network challenges. In: Proceedings of the 6th international conference on communications and broadband networking","DOI":"10.1145\/3193092.3193100"},{"key":"9504_CR39","doi-asserted-by":"crossref","first-page":"294","DOI":"10.1016\/j.ijepes.2012.10.015","volume":"46","author":"VP Singh","year":"2013","unstructured":"Singh VP et al (2013) Robust H-infinity load frequency control in hybrid distributed generation system. Int J Electr Power Energy Syst 46:294\u2013305","journal-title":"Int J Electr Power Energy Syst"},{"key":"9504_CR40","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/j.enconman.2014.05.091","volume":"85","author":"S Sondhi","year":"2014","unstructured":"Sondhi S, Hote YV (2014) Fractional order PID controller for load frequency control. Energy Convers Manag 85:343\u2013353","journal-title":"Energy Convers Manag"},{"key":"9504_CR41","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1109\/JAS.2017.7510649","volume":"5","author":"Y Sun","year":"2018","unstructured":"Sun Y, Wang Y, Wei Z, Sun G, Wu X (2018) Robust H\u221eload frequency control of multi-area power system with time delay: a sliding mode control approach. IEEE\/CAA J Autom 5:610\u2013617","journal-title":"IEEE\/CAA J Autom"},{"issue":"3","key":"9504_CR42","doi-asserted-by":"crossref","first-page":"1312","DOI":"10.1016\/j.cnsns.2011.08.021","volume":"17","author":"S Talatahari","year":"2012","unstructured":"Talatahari S et al (2012) Imperialist competitive algorithm combined with chaos for global optimization. Commun Nonlinear Sci Numer Simul 17(3):1312\u20131319","journal-title":"Commun Nonlinear Sci Numer Simul"},{"issue":"1","key":"9504_CR43","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1109\/TPWRS.2009.2036463","volume":"25","author":"W Tan","year":"2010","unstructured":"Tan W (2010) Unified tuning of PID load frequency controller for power systems via IMC. IEEE Trans Power Syst 25(1):341\u2013350","journal-title":"IEEE Trans Power Syst"},{"key":"9504_CR44","doi-asserted-by":"crossref","first-page":"71422","DOI":"10.1109\/ACCESS.2020.2987387","volume":"8","author":"V Veerasamy","year":"2020","unstructured":"Veerasamy V et al (2020) A Hankel matrix based reduced order model for stability analysis of hybrid power system using PSO-GSA optimized cascade PI-PD controller for automatic load frequency control. IEEE Access 8:71422\u201371446","journal-title":"IEEE Access"},{"key":"9504_CR45","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.epsr.2017.10.006","volume":"155","author":"A Vinayagam","year":"2018","unstructured":"Vinayagam A et al (2018) Intelligent control strategy in the islanded network of a solar PV microgrid. Electric Power Syst Res 155:93\u2013103","journal-title":"Electric Power Syst Res"},{"issue":"3","key":"9504_CR46","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1080\/23080477.2019.1630057","volume":"7","author":"C Yammani","year":"2019","unstructured":"Yammani C, Maheswarapu S (2019) Load frequency control of multi-microgrid system considering renewable energy sources using grey wolf optimization. Smart Sci 7(3):198\u2013217","journal-title":"Smart Sci"},{"issue":"4","key":"9504_CR47","doi-asserted-by":"crossref","first-page":"1366","DOI":"10.1016\/j.chaos.2006.04.057","volume":"34","author":"D Yang","year":"2007","unstructured":"Yang D, Li G, Cheng G (2007) On the efficiency of chaos optimization algorithms for global optimization. Chaos, Solitons Fractals 34(4):1366\u20131375","journal-title":"Chaos, Solitons Fractals"},{"key":"9504_CR48","doi-asserted-by":"crossref","first-page":"750","DOI":"10.1016\/j.asoc.2018.11.020","volume":"75","author":"AM Yousri","year":"2019","unstructured":"Yousri AM, AbdelAty AM, Said LA, Elwakil AS, Maundy B, Radwan AG (2019) Chaotic flower pollination and grey wolf algorithms for parameter extraction of bio-impedance models. Appl Soft Comput 75:750\u2013774","journal-title":"Appl Soft Comput"},{"key":"9504_CR49","doi-asserted-by":"crossref","first-page":"2192","DOI":"10.1109\/TPWRS.2012.2228281","volume":"28","author":"CK Zhang","year":"2013","unstructured":"Zhang CK, Jiang L, Wu QH, He Y, Wu M (2013) Delay-dependent robust load frequency control for time delay power systems. IEEE Trans Power Syst 28:2192\u20132201","journal-title":"IEEE Trans Power Syst"},{"key":"9504_CR50","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1016\/j.sigpro.2013.10.034","volume":"97","author":"Y Zhou","year":"2014","unstructured":"Zhou Y, Bao L, Philip-Chen CL (2014) A new 1D chaotic system for image encryption. Signal Process 97:172\u2013182","journal-title":"Signal Process"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-023-09504-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-023-09504-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-023-09504-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,28]],"date-time":"2024-06-28T16:29:38Z","timestamp":1719592178000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-023-09504-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,26]]},"references-count":50,"journal-issue":{"issue":"9-10","published-print":{"date-parts":[[2024,5]]}},"alternative-id":["9504"],"URL":"https:\/\/doi.org\/10.1007\/s00500-023-09504-y","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-1644771\/v1","asserted-by":"object"}]},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,12,26]]},"assertion":[{"value":"22 November 2023","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 December 2023","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that there is no conflict of interests regarding the publication of this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}