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Conspicuously, the current research introduces a method for managing electricity consumption in smart residences using IoT-Fog technology, focusing on efficient energy allocation and real-time energy needs. The study specifically examines the effectiveness of electricity grid sub-stations in distributing energy using fog computing technology. By utilizing a quantum computing-assisted approach, optimal energy distribution is achieved by calculating a novel Electricity Usage Measure (EUM) based on actual energy usage patterns of smart homes. Furthermore, the Quantumized Neural Network (QiM-NN) technique is developed to forecast the electricity distribution over grid substations. For performance assessment, 4-month data are collected using four smart houses. Comparative analysis with existing data assessment techniques illustrates the effectiveness in terms of Temporal Delay (6.33 ms), Optimization Performance (Specificity (93.00%), Sensitivity (90.86%), Precision (96.66%), Coverage (96.66 %), Reliability (93.76%), and Stability (71%).<\/jats:p>","DOI":"10.1145\/3691350","type":"journal-article","created":{"date-parts":[[2024,8,31]],"date-time":"2024-08-31T15:27:30Z","timestamp":1725118050000},"page":"1-18","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Quantum Informative Analysis in Smart Power Distribution"],"prefix":"10.1145","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4525-0738","authenticated-orcid":false,"given":"Tariq Ahamed","family":"Ahanger","sequence":"first","affiliation":[{"name":"Prince Sattam Bin Abdulaziz University, Saudi Arabia, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9878-7646","authenticated-orcid":false,"given":"Munish","family":"Bhatia","sequence":"additional","affiliation":[{"name":"National Institute of Technology Kurukshetra, Kurukshetra, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9777-308X","authenticated-orcid":false,"given":"Abdulaziz","family":"Aldaej","sequence":"additional","affiliation":[{"name":"Prince Sattam Bin Abdulaziz University, Saudi Arabia, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2024,11,13]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2020.115237"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhydene.2022.11.092"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2021.110801"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3041074"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2023.3251342"},{"key":"e_1_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2021.3074437"},{"key":"e_1_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3415813"},{"key":"e_1_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2019.109655"},{"key":"e_1_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.9b00821"},{"key":"e_1_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1109\/TTE.2020.3010009"},{"key":"e_1_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.segan.2023.101085"},{"key":"e_1_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.1049\/gtd2.12940"},{"key":"e_1_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3280857"},{"key":"e_1_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2023.3254481"},{"key":"e_1_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-023-00603-1"},{"key":"e_1_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-023-06096-3"},{"key":"e_1_3_2_18_2","doi-asserted-by":"publisher","DOI":"10.3390\/en16135088"},{"key":"e_1_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.seta.2023.103282"},{"key":"e_1_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.aej.2023.05.063"},{"key":"e_1_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2022.108812"},{"key":"e_1_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2022.103540"},{"key":"e_1_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.1103\/PRXQuantum.4.010316"},{"key":"e_1_3_2_24_2","doi-asserted-by":"publisher","DOI":"10.1088\/2058-9565\/ace54a"},{"key":"e_1_3_2_25_2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3358900"},{"key":"e_1_3_2_26_2","volume-title":"Quantum Computation and Quantum Information","author":"Nielsen Michael A.","year":"2002","unstructured":"Michael A. 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