{"title":"Recursive regression and Wiener deconvolution for coagulation optimization in water treatment plant","authors":"Chuhong Fei, T. Wong, Eric Morris, Ting Liu","doi":"10.1109/ICDSP.2016.7868631","DOIUrl":null,"url":null,"abstract":"A coagulation optimization strategy was developed which utilizes the Wiener deconvolution filter to estimate steady-steady values, and then updates the optimization model using recursive kernel regression. The regression-based dose controller is capable of maintaining a target turbidity level with changing raw water conditions. Various pilot test experiments were performed to validate the effectiveness of the proposed strategy.","PeriodicalId":206199,"journal":{"name":"2016 IEEE International Conference on Digital Signal Processing (DSP)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE International Conference on Digital Signal Processing (DSP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSP.2016.7868631","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
A coagulation optimization strategy was developed which utilizes the Wiener deconvolution filter to estimate steady-steady values, and then updates the optimization model using recursive kernel regression. The regression-based dose controller is capable of maintaining a target turbidity level with changing raw water conditions. Various pilot test experiments were performed to validate the effectiveness of the proposed strategy.