Z. Bai, Biao Kong, Jing Chen, L. Miao, Zhijie Zhang
{"title":"大型能源集团煤炭综合供应链实时调度与智能决策仿真系统环境设计与构建","authors":"Z. Bai, Biao Kong, Jing Chen, L. Miao, Zhijie Zhang","doi":"10.1117/12.2679959","DOIUrl":null,"url":null,"abstract":"In order to meet the requirements of real-time intelligent decision-making simulation for the integrated Coal Supply Chain of large energy group, the existing business scope and characteristics are summarized and analyzed to solve the problems caused by the characteristics of large-scale, complex structure, multiple influencing factors, and rapid dynamic changes of complex systems. First, the application scenarios of the simulation business environment are analyzed. Then, based on the Multi-Agent Modeling method, the simulation business environment of real-time dispatching and intelligent decision-making is constructed, and the functional architecture, process, and interface prototype of the simulation environment are designed. Moreover, verification experiments based on typical scenarios are also established for the application practice of the model in the business environment. The verification results reflect the excellent adaptability and generalization of the simulation model to the complex system. Finally, based on these results, the future engineering application of the simulation system is forecasted.","PeriodicalId":441578,"journal":{"name":"Intelligent Systems, Communications, and Computer Networks","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Environment design and construction of real-time dispatching and intelligent decision making simulation system for integrated coal supply chain of large energy group\",\"authors\":\"Z. Bai, Biao Kong, Jing Chen, L. Miao, Zhijie Zhang\",\"doi\":\"10.1117/12.2679959\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In order to meet the requirements of real-time intelligent decision-making simulation for the integrated Coal Supply Chain of large energy group, the existing business scope and characteristics are summarized and analyzed to solve the problems caused by the characteristics of large-scale, complex structure, multiple influencing factors, and rapid dynamic changes of complex systems. First, the application scenarios of the simulation business environment are analyzed. Then, based on the Multi-Agent Modeling method, the simulation business environment of real-time dispatching and intelligent decision-making is constructed, and the functional architecture, process, and interface prototype of the simulation environment are designed. Moreover, verification experiments based on typical scenarios are also established for the application practice of the model in the business environment. The verification results reflect the excellent adaptability and generalization of the simulation model to the complex system. Finally, based on these results, the future engineering application of the simulation system is forecasted.\",\"PeriodicalId\":441578,\"journal\":{\"name\":\"Intelligent Systems, Communications, and Computer Networks\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Intelligent Systems, Communications, and Computer Networks\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1117/12.2679959\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Intelligent Systems, Communications, and Computer Networks","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2679959","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Environment design and construction of real-time dispatching and intelligent decision making simulation system for integrated coal supply chain of large energy group
In order to meet the requirements of real-time intelligent decision-making simulation for the integrated Coal Supply Chain of large energy group, the existing business scope and characteristics are summarized and analyzed to solve the problems caused by the characteristics of large-scale, complex structure, multiple influencing factors, and rapid dynamic changes of complex systems. First, the application scenarios of the simulation business environment are analyzed. Then, based on the Multi-Agent Modeling method, the simulation business environment of real-time dispatching and intelligent decision-making is constructed, and the functional architecture, process, and interface prototype of the simulation environment are designed. Moreover, verification experiments based on typical scenarios are also established for the application practice of the model in the business environment. The verification results reflect the excellent adaptability and generalization of the simulation model to the complex system. Finally, based on these results, the future engineering application of the simulation system is forecasted.