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An elephant herding optimization\u00a0(EHO) was offered as a solution to the challenges of heuristic methods. Adaptive neuro\u2010fuzzy inference system is used to train the EHO in this technique. The primary contribution of this essay is to optimize battery use in order to maximize battery consumption. The goal of this project is to lower operating expenses while also improving the accuracy of forecasts. Given a number of programming uncertainties depending on parameters. The proposed method is tested in MATLAB\/Simulink, and the results are compared to the theoretical results. In order to ensure compatibility and competency, the new method is compared to the present cuttlefish algorithm and the whale optimization algorithm.<\/jats:p>","DOI":"10.1002\/cpe.7061","type":"journal-article","created":{"date-parts":[[2022,6,18]],"date-time":"2022-06-18T03:45:35Z","timestamp":1655523935000},"update-policy":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Adaptive neuro fuzzy inference system with elephant herding optimization based energy management scheme"],"prefix":"10.1002","volume":"34","author":[{"given":"Kallol","family":"Roy","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, University Institute of Technology The University of Burdwan  Burdwan India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mandal","family":"Kamal Krishna","sequence":"additional","affiliation":[{"name":"Department of Power Engineering Jadavpur University  Jadavpur India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mandal","family":"Atis Chandra","sequence":"additional","affiliation":[{"name":"Department of Physics The University of Burdwan  Burdwan India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2022,6,17]]},"reference":[{"key":"e_1_2_11_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2977104"},{"key":"e_1_2_11_3_1","doi-asserted-by":"crossref","unstructured":"ShujaSM JavaidN RafiqueMZ et al.Towards efficient scheduling of smart appliances for energy management by candidate solution updation algorithm in smart grid. 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