S. Pradeep, Yogesh Kumar Sharma, C. Verma, Neagu Bogdan Constantin, Z. Illés, M. Răboacă, Traian Candin Mihaltan
{"title":"利用无线传感器网络和人工智能探测火灾","authors":"S. Pradeep, Yogesh Kumar Sharma, C. Verma, Neagu Bogdan Constantin, Z. Illés, M. Răboacă, Traian Candin Mihaltan","doi":"10.1109/SMART55829.2022.10047324","DOIUrl":null,"url":null,"abstract":"A severe hazard to human homes and forest ecosystems worldwide and many others circumstances are taking place, fires have a variety of detrimental effects. One result of such devastation is the greenhouse effect and changes to the climate. It's interesting to see that based on human activity and natural disasters like forest fires and power Fluctuation are increasing. Therefore, it's important to spot fires early on in order to reduce the damage that fires inflict. In this paper, the path are proposed for leveraging a WSN will initially starts to detect the fires. AI intelligence or deep learning techniques are taking part to give more accurate fire detection. Research on Artificial intelligence approaches like technical search and agents is extremely tempting for catastrophe look over like fire. Using AI approaches, a strategy for responding to fires is created. This is accomplished by combining WSN, CNN and AI agents. This work's outcome analysis is pretty effective.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Utilizing WSN and Artificial Intelligence to Detect Fires\",\"authors\":\"S. Pradeep, Yogesh Kumar Sharma, C. Verma, Neagu Bogdan Constantin, Z. Illés, M. Răboacă, Traian Candin Mihaltan\",\"doi\":\"10.1109/SMART55829.2022.10047324\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A severe hazard to human homes and forest ecosystems worldwide and many others circumstances are taking place, fires have a variety of detrimental effects. One result of such devastation is the greenhouse effect and changes to the climate. It's interesting to see that based on human activity and natural disasters like forest fires and power Fluctuation are increasing. Therefore, it's important to spot fires early on in order to reduce the damage that fires inflict. In this paper, the path are proposed for leveraging a WSN will initially starts to detect the fires. AI intelligence or deep learning techniques are taking part to give more accurate fire detection. Research on Artificial intelligence approaches like technical search and agents is extremely tempting for catastrophe look over like fire. Using AI approaches, a strategy for responding to fires is created. This is accomplished by combining WSN, CNN and AI agents. This work's outcome analysis is pretty effective.\",\"PeriodicalId\":431639,\"journal\":{\"name\":\"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)\",\"volume\":\"86 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SMART55829.2022.10047324\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SMART55829.2022.10047324","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Utilizing WSN and Artificial Intelligence to Detect Fires
A severe hazard to human homes and forest ecosystems worldwide and many others circumstances are taking place, fires have a variety of detrimental effects. One result of such devastation is the greenhouse effect and changes to the climate. It's interesting to see that based on human activity and natural disasters like forest fires and power Fluctuation are increasing. Therefore, it's important to spot fires early on in order to reduce the damage that fires inflict. In this paper, the path are proposed for leveraging a WSN will initially starts to detect the fires. AI intelligence or deep learning techniques are taking part to give more accurate fire detection. Research on Artificial intelligence approaches like technical search and agents is extremely tempting for catastrophe look over like fire. Using AI approaches, a strategy for responding to fires is created. This is accomplished by combining WSN, CNN and AI agents. This work's outcome analysis is pretty effective.