Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Hybrid Bacterial Foraging Optimization with Sparse Autoencoder for Energy Systems Subject The topic of the resource deep learning; energy systems; Internet of things; machine learning; metaheuristics; state of charge estimation Description An account of the resource The Internet of Things (IoT) technologies has gained significant interest in the design of smart grids (SGs). The increasing amount of distributed generations, maturity of existing grid infrastructures, and demand network transformation have received maximum attention. An essential energy storing model mostly the electrical energy stored methods are developing as the diagnoses for its procedure was becoming further compelling. The dynamic electrical energy stored model using Electric Vehicles (EVs) is comparatively standard because of its excellent electrical property and flexibility however the chance of damage to its battery was there in event of overcharging or deep discharging and its mass penetration deeply influences the grids. This paper offers a new Hybridization of Bacterial foraging optimization with Sparse Autoencoder (HBFOA-SAE) model for IoT Enabled energy systems. The proposed HBFOA-SAE model majorly intends to effectually estimate the state of charge (SOC) values in the IoT based energy system. To accomplish this, the SAE technique was executed to proper determination of the SOC values in the energy systems. Next, for improving the performance of the SOC estimation process, the HBFOA is employed. In addition, the HBFOA technique is derived by the integration of the hill climbing (HC) concepts with the BFOA to improve the overall efficiency. For ensuring better outcomes for the HBFOA-SAE model, a comprehensive set of simulations were performed and the outcomes are inspected under several aspects. The experimental results reported the supremacy of the HBFOA-SAE model over the recent state of art approaches. 2023 CRL Publishing. All rights reserved. Creator An entity primarily responsible for making the resource Josephine H.V.L.; Vedaiyan R.; Xavier V.M.A.; Winston J.J.; Jegatheesan A.; Lakshmi D.; Raj J.S. Source A related resource from which the described resource is derived Computer Systems Science and Engineering, Vol-45, No. 1, pp. 701-714. Publisher An entity responsible for making the resource available Tech Science Press Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.32604/csse.2023.030611" target="_blank" rel="noreferrer noopener">https://doi.org/10.32604/csse.2023.030611</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85136855346&amp;doi=10.32604%2Fcsse.2023.030611&amp;partnerID=40&amp;md5=c63621427f85117f4060938a008c15eb" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85136855346&amp;doi=10.32604%2fcsse.2023.030611&amp;partnerID=40&amp;md5=c63621427f85117f4060938a008c15eb</a> Rights Information about rights held in and over the resource All Open Access; Hybrid Gold Open Access Relation A related resource ISSN: 2676192; CODEN: CSSEE Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Josephine H.V.L., School of Business and Management, Christ University, Bangalore, 560029, India; Vedaiyan R., Department of Computer Science and IT, School of Sciences, Jain Deemed to be University, Bangalore, 560027, India; Xavier V.M.A., Department of Computer Science and Engineering, Karunya Institute of Technology and Sciences, Coimbatore, 641114, India; Winston J.J., College of Computer Studies, University of Technology Bahrain, 18041, Bahrain; Jegatheesan A., Institute of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, 602105, India; Lakshmi D., Department of Computer Science and Engineering, Panimalar Institute of Technology, Chennai, 600123, India; Raj J.S., Department of Information Science &amp; Engineering, CMR Institute of Technology, Bengaluru, 560037, India