Zheng-guang Xu, Junxi Zhao, Kuo Sun, Siqaing Niu, Yanrong Lu, Li Yuan, Tao Liu
{"title":"基于遗传算法的在线炉待轧温度优化策略","authors":"Zheng-guang Xu, Junxi Zhao, Kuo Sun, Siqaing Niu, Yanrong Lu, Li Yuan, Tao Liu","doi":"10.1109/ICMRA51221.2020.9398337","DOIUrl":null,"url":null,"abstract":"A mathematical model of the steel billet heating process of the step-by-step heating furnace is established. According to the mathematical model, the state of the furnace billet's temperature is predicted after a period of time when the furnace is pending rolling, a genetic algorithm is proposed to make the billet temperature meet the process requirements and reduce energy consumption. The heating curve of the process of seeking heating furnace pending rolling on-line is realized and the energy consumption of the furnace is reduced and the heating time after the end of the pending rolling is eliminated.","PeriodicalId":160127,"journal":{"name":"2020 3rd International Conference on Mechatronics, Robotics and Automation (ICMRA)","volume":"890 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The Strategy of Online Furnace of Pending Rolling Temperature Optimization Based on Genetic Algorithm\",\"authors\":\"Zheng-guang Xu, Junxi Zhao, Kuo Sun, Siqaing Niu, Yanrong Lu, Li Yuan, Tao Liu\",\"doi\":\"10.1109/ICMRA51221.2020.9398337\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A mathematical model of the steel billet heating process of the step-by-step heating furnace is established. According to the mathematical model, the state of the furnace billet's temperature is predicted after a period of time when the furnace is pending rolling, a genetic algorithm is proposed to make the billet temperature meet the process requirements and reduce energy consumption. The heating curve of the process of seeking heating furnace pending rolling on-line is realized and the energy consumption of the furnace is reduced and the heating time after the end of the pending rolling is eliminated.\",\"PeriodicalId\":160127,\"journal\":{\"name\":\"2020 3rd International Conference on Mechatronics, Robotics and Automation (ICMRA)\",\"volume\":\"890 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 3rd International Conference on Mechatronics, Robotics and Automation (ICMRA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMRA51221.2020.9398337\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 3rd International Conference on Mechatronics, Robotics and Automation (ICMRA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMRA51221.2020.9398337","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Strategy of Online Furnace of Pending Rolling Temperature Optimization Based on Genetic Algorithm
A mathematical model of the steel billet heating process of the step-by-step heating furnace is established. According to the mathematical model, the state of the furnace billet's temperature is predicted after a period of time when the furnace is pending rolling, a genetic algorithm is proposed to make the billet temperature meet the process requirements and reduce energy consumption. The heating curve of the process of seeking heating furnace pending rolling on-line is realized and the energy consumption of the furnace is reduced and the heating time after the end of the pending rolling is eliminated.