{"title":"Artificial neural networks for real-time process control","authors":"A. Gulati, D. Jacobs","doi":"10.1109/IEMC.1994.379923","DOIUrl":null,"url":null,"abstract":"The purpose of this study was to develop a neural network based on real-time control system for fluid level in a given tank. The tank has an \"I\" shape with a circular cross sectional area varying across the \"I\" shaped profile height. The simulated \"I\" shaped tank has a height of 12 meters and divided into three sections. Each of the sections has a height of four meters. The tank is demarcated into water level marks from O m to 12 m at intervals of 1 each. An ANN is designed and developed for real-time control of water level in the tank. The goal was to enable a smooth change in target level at a constant rate of change inspite of the two nonlinearity points introduced by the \"I\" shaped structure of the tank, after a certain amount of uncontrolled output flow has occurred.<<ETX>>","PeriodicalId":200747,"journal":{"name":"Proceedings of 1994 IEEE International Engineering Management Conference - IEMC '94","volume":"48 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1994-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 1994 IEEE International Engineering Management Conference - IEMC '94","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEMC.1994.379923","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The purpose of this study was to develop a neural network based on real-time control system for fluid level in a given tank. The tank has an "I" shape with a circular cross sectional area varying across the "I" shaped profile height. The simulated "I" shaped tank has a height of 12 meters and divided into three sections. Each of the sections has a height of four meters. The tank is demarcated into water level marks from O m to 12 m at intervals of 1 each. An ANN is designed and developed for real-time control of water level in the tank. The goal was to enable a smooth change in target level at a constant rate of change inspite of the two nonlinearity points introduced by the "I" shaped structure of the tank, after a certain amount of uncontrolled output flow has occurred.<>
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