SYSTEM AND METHOD FOR PREDICTING A PARAMETER OF WASTEWATER TREATMENT PROCESS
The invention describes a method for predicting a parameter of wastewater treatment process. The method comprises the following steps: obtaining a data set comprising a plurality of process variables related to the parameter of the wastewater treatment process; obtaining a predetermined number of me...
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creator | TAN SOON KEAT LIU JIAN LIN MAK YIN PING JASON WONG CHEN TAO NG WUN JERN TEO WEE KIAN NI WANG DONG |
description | The invention describes a method for predicting a parameter of wastewater treatment process. The method comprises the following steps: obtaining a data set comprising a plurality of process variables related to the parameter of the wastewater treatment process; obtaining a predetermined number of measurement values of the parameter to be predicted; preprocessing the obtained data set, wherein preprocessing steps comprises classifying the data set into input groups which comprise the data set and the measurement values of the parameters to be predicted; obtaining a synthesized output at each soft sensor; averaging the synthesized outputs of each soft sensor crossing the soft sensors; and setting the synthesized output after the averaging as a final prediction parameter. |
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The method comprises the following steps: obtaining a data set comprising a plurality of process variables related to the parameter of the wastewater treatment process; obtaining a predetermined number of measurement values of the parameter to be predicted; preprocessing the obtained data set, wherein preprocessing steps comprises classifying the data set into input groups which comprise the data set and the measurement values of the parameters to be predicted; obtaining a synthesized output at each soft sensor; averaging the synthesized outputs of each soft sensor crossing the soft sensors; and setting the synthesized output after the averaging as a final prediction parameter.</description><language>eng</language><subject>CALCULATING ; CHEMISTRY ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; METALLURGY ; PHYSICS ; TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE</subject><creationdate>2016</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20160530&DB=EPODOC&CC=SG&NR=10201406850VA$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76419</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20160530&DB=EPODOC&CC=SG&NR=10201406850VA$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>TAN SOON KEAT</creatorcontrib><creatorcontrib>LIU JIAN LIN</creatorcontrib><creatorcontrib>MAK YIN PING</creatorcontrib><creatorcontrib>JASON WONG</creatorcontrib><creatorcontrib>CHEN TAO</creatorcontrib><creatorcontrib>NG WUN JERN</creatorcontrib><creatorcontrib>TEO WEE KIAN</creatorcontrib><creatorcontrib>NI WANG DONG</creatorcontrib><title>SYSTEM AND METHOD FOR PREDICTING A PARAMETER OF WASTEWATER TREATMENT PROCESS</title><description>The invention describes a method for predicting a parameter of wastewater treatment process. The method comprises the following steps: obtaining a data set comprising a plurality of process variables related to the parameter of the wastewater treatment process; obtaining a predetermined number of measurement values of the parameter to be predicted; preprocessing the obtained data set, wherein preprocessing steps comprises classifying the data set into input groups which comprise the data set and the measurement values of the parameters to be predicted; obtaining a synthesized output at each soft sensor; averaging the synthesized outputs of each soft sensor crossing the soft sensors; and setting the synthesized output after the averaging as a final prediction parameter.</description><subject>CALCULATING</subject><subject>CHEMISTRY</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>METALLURGY</subject><subject>PHYSICS</subject><subject>TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2016</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZPAJjgwOcfVVcPRzUfB1DfHwd1Fw8w9SCAhydfF0DvH0c1dwVAhwDHIEyrkGKfi7KYQ7AtWHO4J4IUGujiG-rn4hQOX-zq7BwTwMrGmJOcWpvFCam0HFzTXE2UM3tSA_PrW4IDE5NS-1JD7Y3dDAyMDQxMDMwtQgzNGYSGUA1nEvhw</recordid><startdate>20160530</startdate><enddate>20160530</enddate><creator>TAN SOON KEAT</creator><creator>LIU JIAN LIN</creator><creator>MAK YIN PING</creator><creator>JASON WONG</creator><creator>CHEN TAO</creator><creator>NG WUN JERN</creator><creator>TEO WEE KIAN</creator><creator>NI WANG DONG</creator><scope>EVB</scope></search><sort><creationdate>20160530</creationdate><title>SYSTEM AND METHOD FOR PREDICTING A PARAMETER OF WASTEWATER TREATMENT PROCESS</title><author>TAN SOON KEAT ; LIU JIAN LIN ; MAK YIN PING ; JASON WONG ; CHEN TAO ; NG WUN JERN ; TEO WEE KIAN ; NI WANG DONG</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_SG10201406850VA3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng</language><creationdate>2016</creationdate><topic>CALCULATING</topic><topic>CHEMISTRY</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>METALLURGY</topic><topic>PHYSICS</topic><topic>TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE</topic><toplevel>online_resources</toplevel><creatorcontrib>TAN SOON KEAT</creatorcontrib><creatorcontrib>LIU JIAN LIN</creatorcontrib><creatorcontrib>MAK YIN PING</creatorcontrib><creatorcontrib>JASON WONG</creatorcontrib><creatorcontrib>CHEN TAO</creatorcontrib><creatorcontrib>NG WUN JERN</creatorcontrib><creatorcontrib>TEO WEE KIAN</creatorcontrib><creatorcontrib>NI WANG DONG</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>TAN SOON KEAT</au><au>LIU JIAN LIN</au><au>MAK YIN PING</au><au>JASON WONG</au><au>CHEN TAO</au><au>NG WUN JERN</au><au>TEO WEE KIAN</au><au>NI WANG DONG</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>SYSTEM AND METHOD FOR PREDICTING A PARAMETER OF WASTEWATER TREATMENT PROCESS</title><date>2016-05-30</date><risdate>2016</risdate><abstract>The invention describes a method for predicting a parameter of wastewater treatment process. The method comprises the following steps: obtaining a data set comprising a plurality of process variables related to the parameter of the wastewater treatment process; obtaining a predetermined number of measurement values of the parameter to be predicted; preprocessing the obtained data set, wherein preprocessing steps comprises classifying the data set into input groups which comprise the data set and the measurement values of the parameters to be predicted; obtaining a synthesized output at each soft sensor; averaging the synthesized outputs of each soft sensor crossing the soft sensors; and setting the synthesized output after the averaging as a final prediction parameter.</abstract><oa>free_for_read</oa></addata></record> |
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subjects | CALCULATING CHEMISTRY COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING METALLURGY PHYSICS TREATMENT OF WATER, WASTE WATER, SEWAGE, OR SLUDGE |
title | SYSTEM AND METHOD FOR PREDICTING A PARAMETER OF WASTEWATER TREATMENT PROCESS |
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