{"title":"森林火灾探测与火灾蔓延的建模与仿真","authors":"Lei Wang, Zhiqiang Ding","doi":"10.1109/ICARM.2017.8273136","DOIUrl":null,"url":null,"abstract":"Fire spread model is beneficial to give suggestion for preventing from and fighting against forest fire. Factors affecting the quality of the model include accuracy, timeliness, and costing. In this paper, triangular fuzzy number is defined first, then build an AHP model based on triangular fuzzy number (F-AHP), and recognize the weight of the three metrics. In order to get a high performance fire detection model, we set different priorities for accuracy, timeliness and costing, and then build a large spatial scales CA model, by combining elementary CA model and the Monte Carlo algorithm. We also develop a simulation program, which can provide good visual dynamic images and is convenient to set and adjust important arithmetical parameters online according to crime scene investigation. Simulation results show our model is reliable and it can better simulate the reality of the spread of forest fires.","PeriodicalId":416846,"journal":{"name":"International Conference on Advanced Robotics and Mechatronics","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Modeling and simulation of forest fire detection and fire spread\",\"authors\":\"Lei Wang, Zhiqiang Ding\",\"doi\":\"10.1109/ICARM.2017.8273136\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Fire spread model is beneficial to give suggestion for preventing from and fighting against forest fire. Factors affecting the quality of the model include accuracy, timeliness, and costing. In this paper, triangular fuzzy number is defined first, then build an AHP model based on triangular fuzzy number (F-AHP), and recognize the weight of the three metrics. In order to get a high performance fire detection model, we set different priorities for accuracy, timeliness and costing, and then build a large spatial scales CA model, by combining elementary CA model and the Monte Carlo algorithm. We also develop a simulation program, which can provide good visual dynamic images and is convenient to set and adjust important arithmetical parameters online according to crime scene investigation. Simulation results show our model is reliable and it can better simulate the reality of the spread of forest fires.\",\"PeriodicalId\":416846,\"journal\":{\"name\":\"International Conference on Advanced Robotics and Mechatronics\",\"volume\":\"32 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Advanced Robotics and Mechatronics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICARM.2017.8273136\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Advanced Robotics and Mechatronics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICARM.2017.8273136","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Modeling and simulation of forest fire detection and fire spread
Fire spread model is beneficial to give suggestion for preventing from and fighting against forest fire. Factors affecting the quality of the model include accuracy, timeliness, and costing. In this paper, triangular fuzzy number is defined first, then build an AHP model based on triangular fuzzy number (F-AHP), and recognize the weight of the three metrics. In order to get a high performance fire detection model, we set different priorities for accuracy, timeliness and costing, and then build a large spatial scales CA model, by combining elementary CA model and the Monte Carlo algorithm. We also develop a simulation program, which can provide good visual dynamic images and is convenient to set and adjust important arithmetical parameters online according to crime scene investigation. Simulation results show our model is reliable and it can better simulate the reality of the spread of forest fires.