Samuel Omaji, N. Javaid, M. H. Rahim, Sheeraz Aslam
{"title":"智能电网家庭管理系统的和谐搜索优化技术:HSA技术","authors":"Samuel Omaji, N. Javaid, M. H. Rahim, Sheeraz Aslam","doi":"10.1109/ICOMET.2018.8346377","DOIUrl":null,"url":null,"abstract":"In this paper, we study challenges of electricity consumption management in smart grid, and focus on the different impact of operational time intervals of appliances to ascertain if consumer's comfort can be maximized. The appliance execution process is built on continuous cycle parts, having a demand power rating with objective of obtaining a minimal electricity bill satisfying period, energy need and consumer choice limits. Harmony search optimization technique is propose to schedule home appliances. Results from simulation show that optimization technique is able to yield our set of objectives: electricity bill minimization, energy consumption minimization, peak to average ratio reduction and consumer comfort maximization. Additionally, feasible region (FR) is calculated for appliances which show relationship in terms of cost and energy load.","PeriodicalId":381362,"journal":{"name":"2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Harmony search optimization technique for home management system in smart grid: HSA technique for HEMS\",\"authors\":\"Samuel Omaji, N. Javaid, M. H. Rahim, Sheeraz Aslam\",\"doi\":\"10.1109/ICOMET.2018.8346377\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we study challenges of electricity consumption management in smart grid, and focus on the different impact of operational time intervals of appliances to ascertain if consumer's comfort can be maximized. The appliance execution process is built on continuous cycle parts, having a demand power rating with objective of obtaining a minimal electricity bill satisfying period, energy need and consumer choice limits. Harmony search optimization technique is propose to schedule home appliances. Results from simulation show that optimization technique is able to yield our set of objectives: electricity bill minimization, energy consumption minimization, peak to average ratio reduction and consumer comfort maximization. Additionally, feasible region (FR) is calculated for appliances which show relationship in terms of cost and energy load.\",\"PeriodicalId\":381362,\"journal\":{\"name\":\"2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)\",\"volume\":\"84 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-03-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICOMET.2018.8346377\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOMET.2018.8346377","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Harmony search optimization technique for home management system in smart grid: HSA technique for HEMS
In this paper, we study challenges of electricity consumption management in smart grid, and focus on the different impact of operational time intervals of appliances to ascertain if consumer's comfort can be maximized. The appliance execution process is built on continuous cycle parts, having a demand power rating with objective of obtaining a minimal electricity bill satisfying period, energy need and consumer choice limits. Harmony search optimization technique is propose to schedule home appliances. Results from simulation show that optimization technique is able to yield our set of objectives: electricity bill minimization, energy consumption minimization, peak to average ratio reduction and consumer comfort maximization. Additionally, feasible region (FR) is calculated for appliances which show relationship in terms of cost and energy load.