{"title":"基于LSTM的智能制造深度学习模型","authors":"Babli Mandloi, Ghanshyam Prasad Dubey, Komal Tahiliani","doi":"10.1109/ISCON57294.2023.10111964","DOIUrl":null,"url":null,"abstract":"The conventional manufacturing sector makes use of antiquated machinery and time-consuming, error-prone manual procedures, with catastrophic financial consequences for even the smallest of mistakes. As part of the 4.0 revolution, businesses are incorporating IoT and robots into their existing infrastructure. Manufacturing is only one area that has benefited from the widespread use of AI and machine learning. In this research, a deep learning model for intelligent production is presented, and it is based on the long short-term memory technique.","PeriodicalId":280183,"journal":{"name":"2023 6th International Conference on Information Systems and Computer Networks (ISCON)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A LSTM based Deep Learning Model for Smart Manufacturing\",\"authors\":\"Babli Mandloi, Ghanshyam Prasad Dubey, Komal Tahiliani\",\"doi\":\"10.1109/ISCON57294.2023.10111964\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The conventional manufacturing sector makes use of antiquated machinery and time-consuming, error-prone manual procedures, with catastrophic financial consequences for even the smallest of mistakes. As part of the 4.0 revolution, businesses are incorporating IoT and robots into their existing infrastructure. Manufacturing is only one area that has benefited from the widespread use of AI and machine learning. In this research, a deep learning model for intelligent production is presented, and it is based on the long short-term memory technique.\",\"PeriodicalId\":280183,\"journal\":{\"name\":\"2023 6th International Conference on Information Systems and Computer Networks (ISCON)\",\"volume\":\"17 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 6th International Conference on Information Systems and Computer Networks (ISCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCON57294.2023.10111964\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 6th International Conference on Information Systems and Computer Networks (ISCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCON57294.2023.10111964","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A LSTM based Deep Learning Model for Smart Manufacturing
The conventional manufacturing sector makes use of antiquated machinery and time-consuming, error-prone manual procedures, with catastrophic financial consequences for even the smallest of mistakes. As part of the 4.0 revolution, businesses are incorporating IoT and robots into their existing infrastructure. Manufacturing is only one area that has benefited from the widespread use of AI and machine learning. In this research, a deep learning model for intelligent production is presented, and it is based on the long short-term memory technique.