Tongxing Zhang, Zhaojun Zhou, C. Zhou, Yan Zhang, P. Kumar S
{"title":"基于BP神经算法的电梯制动器故障诊断","authors":"Tongxing Zhang, Zhaojun Zhou, C. Zhou, Yan Zhang, P. Kumar S","doi":"10.1109/ICKECS56523.2022.10060561","DOIUrl":null,"url":null,"abstract":"BP neural algorithm has been applied in all walks of life in the current era. Since the birth of the elevator, the brake system has developed along with the elevator industry and played an important role in ensuring the safety of the elevator. BP neural algorithm also plays an important role in the process of elevator braking. The braking force generated by the braking system has little relation with the initial braking speed, but is positively correlated with the total mass of the elevator. The braking system based on BP neural algorithm needs to absorb more energy in a short time, so as to produce the braking force which is about to lock the pulley.","PeriodicalId":171432,"journal":{"name":"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)","volume":"63 2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Elevator Brake Fault Diagnosis Based on BP Neural Algorithm\",\"authors\":\"Tongxing Zhang, Zhaojun Zhou, C. Zhou, Yan Zhang, P. Kumar S\",\"doi\":\"10.1109/ICKECS56523.2022.10060561\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"BP neural algorithm has been applied in all walks of life in the current era. Since the birth of the elevator, the brake system has developed along with the elevator industry and played an important role in ensuring the safety of the elevator. BP neural algorithm also plays an important role in the process of elevator braking. The braking force generated by the braking system has little relation with the initial braking speed, but is positively correlated with the total mass of the elevator. The braking system based on BP neural algorithm needs to absorb more energy in a short time, so as to produce the braking force which is about to lock the pulley.\",\"PeriodicalId\":171432,\"journal\":{\"name\":\"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)\",\"volume\":\"63 2 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Knowledge Engineering and Communication Systems (ICKES)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICKECS56523.2022.10060561\",\"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 International Conference on Knowledge Engineering and Communication Systems (ICKES)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICKECS56523.2022.10060561","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Elevator Brake Fault Diagnosis Based on BP Neural Algorithm
BP neural algorithm has been applied in all walks of life in the current era. Since the birth of the elevator, the brake system has developed along with the elevator industry and played an important role in ensuring the safety of the elevator. BP neural algorithm also plays an important role in the process of elevator braking. The braking force generated by the braking system has little relation with the initial braking speed, but is positively correlated with the total mass of the elevator. The braking system based on BP neural algorithm needs to absorb more energy in a short time, so as to produce the braking force which is about to lock the pulley.