{"title":"考虑双危害的人体工学劳动力调度多目标模型","authors":"Tarit Rattanamanee, Wanida Laoraksakiat","doi":"10.1109/RI2C48728.2019.8999914","DOIUrl":null,"url":null,"abstract":"This paper presents a multi-objective model for solving ergonomic workforce scheduling with considered bi hazard exposure in the workplace. Most ergonomic workforce scheduling problems (WSPs) are concerned with single ergonomics hazard exposure when developing work schedules for workers to prevent their daily hazard exposures from exceeding a permissible limit. The two kinds of hazard types are considered, called constant- and variable-limit hazard. A mathematical model for multi-objective is developed as a MIP model. The objective is to determine optimal daily rotating work schedules, which considers two objective functions. Both objective functions intend to minimize the maximum hazard exposure among workers. A numerical example that considers the workplace with noise and physical workload hazard is presented and solved by CPLEX. The result yields the optimal solution for both single and multi-objective model.","PeriodicalId":404700,"journal":{"name":"2019 Research, Invention, and Innovation Congress (RI2C)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Multi-objective Model for Ergonomic Workforce Scheduling with Bi Hazard Considerations\",\"authors\":\"Tarit Rattanamanee, Wanida Laoraksakiat\",\"doi\":\"10.1109/RI2C48728.2019.8999914\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a multi-objective model for solving ergonomic workforce scheduling with considered bi hazard exposure in the workplace. Most ergonomic workforce scheduling problems (WSPs) are concerned with single ergonomics hazard exposure when developing work schedules for workers to prevent their daily hazard exposures from exceeding a permissible limit. The two kinds of hazard types are considered, called constant- and variable-limit hazard. A mathematical model for multi-objective is developed as a MIP model. The objective is to determine optimal daily rotating work schedules, which considers two objective functions. Both objective functions intend to minimize the maximum hazard exposure among workers. A numerical example that considers the workplace with noise and physical workload hazard is presented and solved by CPLEX. The result yields the optimal solution for both single and multi-objective model.\",\"PeriodicalId\":404700,\"journal\":{\"name\":\"2019 Research, Invention, and Innovation Congress (RI2C)\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 Research, Invention, and Innovation Congress (RI2C)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RI2C48728.2019.8999914\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 Research, Invention, and Innovation Congress (RI2C)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RI2C48728.2019.8999914","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Multi-objective Model for Ergonomic Workforce Scheduling with Bi Hazard Considerations
This paper presents a multi-objective model for solving ergonomic workforce scheduling with considered bi hazard exposure in the workplace. Most ergonomic workforce scheduling problems (WSPs) are concerned with single ergonomics hazard exposure when developing work schedules for workers to prevent their daily hazard exposures from exceeding a permissible limit. The two kinds of hazard types are considered, called constant- and variable-limit hazard. A mathematical model for multi-objective is developed as a MIP model. The objective is to determine optimal daily rotating work schedules, which considers two objective functions. Both objective functions intend to minimize the maximum hazard exposure among workers. A numerical example that considers the workplace with noise and physical workload hazard is presented and solved by CPLEX. The result yields the optimal solution for both single and multi-objective model.