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A Survey of Deep Learning Methods for WTP Control and Monitoring [chapter]

Bouchra Lamrini, El-Khadir Lakhal
<span title="2018-09-19">2018</span> <i title="InTech"> Desalination and Water Treatment </i> &nbsp;
The aim of this survey is to review the existing advanced approaches of deep learning and their applications in WTP especially in coagulation control and monitoring.  ...  The water treatment process (WTP) may vary slightly at different locations, depending on the technology of the plant and the water it needs to process, but the basic principles are largely the same.  ...  order to reduce the coagulant consumption in the water treatment plant [14] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/intechopen.77196">doi:10.5772/intechopen.77196</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iky66dss4nga7j22xfcwbwuk4y">fatcat:iky66dss4nga7j22xfcwbwuk4y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503110727/https://cdn.intechopen.com/pdfs/61700.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1e/6d/1e6de657c0828edff25397037527c07a2310a001.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/intechopen.77196"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Optimisation and Prediction of the Coagulant Dose for the Elimination of Organic Micropollutants Based on Turbidity

Hichem Tahraoui, Abd Elmouneïm Belhadj, Nassim Moula, Saliha Bouranene, Abdeltif Amrane, JCE
<span title="2021-11-03">2021</span> <i title="Croatian Society of Chemical Engineers/HDKI"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6zvhp23fxrcnjpys4my3uzmvsm" style="color: black;">Kemija u Industriji</a> </i> &nbsp;
In this study, four different mathematical models were considered to predict the coagulant dose in view of turbidity removal: response surface methodology (RSM), artificial neural networks (ANN), support  ...  vector machine (SVM), and adaptive neuro-fuzzy inference system (ANFIS).  ...  treatment plant. 7 It is used in more than half of the water purification plants in Algeria.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15255/kui.2021.001">doi:10.15255/kui.2021.001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ewcdblxvznej7pr6lfjeuxuvxa">fatcat:ewcdblxvznej7pr6lfjeuxuvxa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220120004958/http://silverstripe.fkit.hr/kui/assets/Uploads/5-675-691-KUI-11-12-2021.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/85/21/8521eb46b048330ee5df25e3d03a0e59c218a6fa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15255/kui.2021.001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Hybrid machine learning process improves operations in South Australian trial

Kalan Braun, James Ireland, Jonathan Klaric
<span title="">2021</span> <i title="Australian Water Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/g3bd5d24rrfm7natj7ejuwcxde" style="color: black;">Water e-Journal</a> </i> &nbsp;
Two optimiser applications for chemical coagulant prediction and filtration performance were deployed in the Riverland, South Australia at 10 conventional water treatment plants in 2018, to full production  ...  TRILITY has developed a production cloud data management solution, KOIOS DatalytiX to provide hybrid machine learning applications and deterministic modelling tools to its operations, asset management,  ...  workflows to enable machine learning, deterministic and hybrid modelling output capability as well as custom data views by user story. • Chemical coagulant dose prediction and historical hindsight engine  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21139/wej.2020.027">doi:10.21139/wej.2020.027</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h7pwdrabqbf6xdykpkdkgrnms4">fatcat:h7pwdrabqbf6xdykpkdkgrnms4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716163842/https://watersource.awa.asn.au/wp-content/uploads/2021/03/WEJ_2020_027.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/46/c1/46c1ea3d3b71c5f6fb925572f3de4abb052bd784.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21139/wej.2020.027"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Data validation and missing data reconstruction using self-organizing map for water treatment

B. Lamrini, El-K. Lakhal, M-V. Le Lann, L. Wehenkel
<span title="2011-02-05">2011</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a3wauupnbbdj7hbo62upc6grdq" style="color: black;">Neural computing &amp; applications (Print)</a> </i> &nbsp;
process are tested successfully on the experimental data stemming from a coagulation process involved in drinking water treatment.  ...  In this paper, selforganizing map (SOM)-based methods are applied to multiparameter data validation and missing data reconstruction in a drinking water treatment.  ...  This constitutes a very conservative approach that prevents the prediction module of the system from blindly interpolating known relationships between water characteristics and coagulant dosage to previously  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00521-011-0526-5">doi:10.1007/s00521-011-0526-5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hpcbwcx3kjduxa6avoopi4l2zq">fatcat:hpcbwcx3kjduxa6avoopi4l2zq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170817202352/http://orbi.ulg.ac.be/bitstream/2268/135925/1/Data%20validation%20and%20missing%20data%20reconstruction%20using.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d5/f3/d5f3d5475cc6403ee7e0ecb44d3e801197122f97.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00521-011-0526-5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Coagulation: Determination of Key Operating Parameters by Multi-Response Surface Methodology Using Desirability Functions

Marina Corral Bobadilla, Rubén Lorza, Rubén Escribano García, Fátima Somovilla Gómez, Eliseo Vergara González
<span title="2019-02-25">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
The clarification process removes colloidal particles that are suspended in waste water.  ...  The estimation of the natural coagulant dosage that is required to effectively remove these total suspended solids is usually determined by a jar test.  ...  Acknowledgments: The authors wish to thank Servyeco Group for partial support of this study (https://www. servyeco.com/). Conflicts of Interest: The authors declare no conflicts of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w11020398">doi:10.3390/w11020398</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jwazvgxcnnfgrglj5nbdcsszay">fatcat:jwazvgxcnnfgrglj5nbdcsszay</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427102806/https://res.mdpi.com/water/water-11-00398/article_deploy/water-11-00398.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/62/04/62045f7a79ec771eb0668d243f1b37d19ee1d1c6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w11020398"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Estimating Phosphorus and COD Concentrations Using a Hybrid Soft Sensor: A Case Study in a Norwegian Municipal Wastewater Treatment Plant

Abhilash Nair, Aleksander Hykkerud, Harsha Ratnaweera
<span title="2022-01-24">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
Online monitoring of wastewater quality parameters is vital for an efficient and stable operation of wastewater treatment plants (WWTP).  ...  Several WWTPs rely on daily/weekly analysis of water samples rather than online automated wet-analyzers due to their high capital and maintenance costs.  ...  Data Availability Statement: Data reported in this paper are accessible from the NSD-Norwegian center for research data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w14030332">doi:10.3390/w14030332</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c4ss74r33na3rd4syjn43pemxy">fatcat:c4ss74r33na3rd4syjn43pemxy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220204184036/https://mdpi-res.com/d_attachment/water/water-14-00332/article_deploy/water-14-00332.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/21/30/213047574200b6f70489ec85a7713b37e0d161ff.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w14030332"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Physical and Soft Sensor Technologies for Wastewater Quality Management

Nor Hana Mamat, Department of Electrical Engineering, Faculty of Engineering, Universiti Putra Malaysia, Serdang, 43400, Selangor, Malaysia, Saliza Ramli, Nor Arymaswati Abdullah, Samia Khan, Chandima Gomes
<span title="2018-11-08">2018</span> <i title="MECS Publisher"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/m7t4p2keq5h2rgbfjgwqthgp4q" style="color: black;">International Journal of Education and Management Engineering</a> </i> &nbsp;
This is due to the non-complex approach of such models as opposed to model-driven, mechanistic models.  ...  Physical sensors are used mostly to detect sludge and odour in wastewater.  ...  Acknowledgement The authors would like to thank the Faculty of Engineering, Universiti Putra Malaysia for this multidisciplinary environmental engineering project.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5815/ijeme.2018.06.01">doi:10.5815/ijeme.2018.06.01</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/d5xb4nxfd5g5dexeuf2mdjc5gq">fatcat:d5xb4nxfd5g5dexeuf2mdjc5gq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428164249/http://www.mecs-press.org/ijeme/ijeme-v8-n6/IJEME-V8-N6-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a2/b5/a2b5a90183a52a52727033b6eec20ee6d3d89761.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5815/ijeme.2018.06.01"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Urban water supply automation – today and tomorrow

Gustaf Olsson
<span title="2020-11-24">2020</span> <i title="IWA Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ptap74hwcfh6rjdaygv5eu47ua" style="color: black;">Journal of Water Supply: Research and Technology - Aqua</a> </i> &nbsp;
Integrated management of the whole urban water cycle will be required in future urban areas to acquire sustainable operations.  ...  Automation is a collection of a whole set of theories and methods to make a system work automatically as intended, in our case the urban water supply system.  ...  Drinking water treatment depends, to a large extent, on coagulation followed by separation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2166/aqua.2020.115">doi:10.2166/aqua.2020.115</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n4kz5ktkpzamxczmrdcfwapffi">fatcat:n4kz5ktkpzamxczmrdcfwapffi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201129191857/https://watermark.silverchair.com/jws2020115.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAAn0wggJ5BgkqhkiG9w0BBwagggJqMIICZgIBADCCAl8GCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQM5O1vVrveAUve6zogAgEQgIICME7zY-N-3k67giecBOn-4HJVrOuLRSY2yyFwHK9OW_O4VatEQ-XWUG7Snx_dnLsegXD5RBmVc3X_CXc1A2VikyYg_VdEobg1gFmH1ccv50G3-nV3DA0QkH0dqTes8fbaPI8XfMpY9MdyerQwc_o5NqC0xQIOutvgh1lIqA-_iHm6YClsYjI_0oRaP_3zj0e1inyQ_vl2AhZIf5KrwhgI2-RBqDQ4dbY-X5xMIymXOTJKphmfUECbZ7z7RUt0BZXOzMwcSh895fDCoiFcqY6CNY10TWMiXfYEUUz4p1iNFw9KJWLMSI2OQFX1gFbXOTQvk-pWNz6mrZuYxGnef8M2N_IQSif8h_TEEfJ9VRs7pHUBzQOcR8A5znFGQbHWoPOD5588x9EAHEvpUGt1LDjI3T5dEBm2E_slPsgKnyDp0KO-jkrgYgPRHrCP3FVSEwy1m-dW_HI-ZWVyzdsjBXOECiwMOGHpLxRHWJtOndvmtkcMXa_LkU8_cN4Z0uThARoL4EnIyE5Kl2qA3iwgz5yiKPAsGGOCIEyb_YI0AM3mwWTnR_wl71FB0CBl9C-FhxQAnXKUh9HXLMIwkZnyXJeqe0Zbhg8Lr6pvgfrHmGs4NqDhcQ4XlXGLfErOGxP4iscCSmVJOW12aZfcm7YuTI_ETcEIYtRv_l8m3KCaJzjS8I6bBFQ9bKSmtkgLQ2CopmjeNTlhnQkwYGAEOqgIRHeZJcoK_dVjPoksZWSlwj3i0ynK" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/07/23/07231565b0e53cb87ed52e3b3b6899b7112b4176.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2166/aqua.2020.115"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

IOT Based Smart Wastewater Treatment Model for Industry 4.0 Using Artificial Intelligence

Narendar Singh D, Murugamani C, Pravin R. Kshirsagar, Vineet Tirth, Saiful Islam, Sana Qaiyum, Suneela B, Mesfer Al Duhayyim, Yosef Asrat Waji, M Pallikonda Rajasekaran
<span title="2022-02-25">2022</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw4azkpu65d2thmrwfkoawyxse" style="color: black;">Scientific Programming</a> </i> &nbsp;
In this paper, ANN approaches are relevant to the prediction of input and effluent chemical oxygen demand (COD) for effluent treatment procedures.  ...  The target is to achieve better prediction accuracy in wastewater treatment model.  ...  neutralize [16] pH by regulated alkali dosage in the effluent pH 9.0 for plant safety purposes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/5134013">doi:10.1155/2022/5134013</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/myqlwauogncblnqmeguvmjz44m">fatcat:myqlwauogncblnqmeguvmjz44m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220306022907/https://downloads.hindawi.com/journals/sp/2022/5134013.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e4/42/e442ef5be7ca0cabf86bf10385ec258d864f6862.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2022/5134013"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

Detection of water quality failure events at treatment works using a hybrid two-stage method with CUSUM and random forest algorithms

Gerald Riss, Michele Romano, Fayyaz Ali Memon, Zoran Kapelan
<span title="2021-03-10">2021</span> <i title="IWA Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3a3fjjrca5h4lfgyonuhlqw5n4" style="color: black;">Water Science and Technology : Water Supply</a> </i> &nbsp;
Near real-time event detection is crucial for water utilities to be able to detect failure events in their water treatment works (WTW) quickly and efficiently.  ...  This paper presents a new method for an automated, near real-time recognition of failure events at WTWs by the application of combined statistical process control and machine learning techniques.  ...  ACKNOWLEDGEMENTS This work was supported by the Engineering and Physical Sciences Research Council in the UK via grant awarded for STREAM, the Industrial Doctorate Centre (IDC) for the water sector, which  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2166/ws.2021.062">doi:10.2166/ws.2021.062</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yw5cssmsrbebtng74qjyzmpezq">fatcat:yw5cssmsrbebtng74qjyzmpezq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210427190205/https://watermark.silverchair.com/ws2021062.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAA30wggN5BgkqhkiG9w0BBwagggNqMIIDZgIBADCCA18GCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQMzG7FHqvjKixk-qcHAgEQgIIDMGCYjhVs5c7eqcfZNaMR8fZ5g6fE9C3Qta-tfSTy1yy69gPHMq0zSMW3sV8KbA9oz9xMIWndjduhTDZ4L1AkMfcj57YQir2WwD-aFCF1ngkIFA1Sz96ib3LwoOlC6UidsKPxcD35tgy5OOn_5J4WqTnR4LMiNcWLTq2ImuQJyNA9er3UdpVcsp9DIyrGgoyaaFSxsxydUGH7I3VPlRqRGapEZzqPIZBcrYjtf58NomjRaLgaZ8zO6xTjmO6e83qlWjCyZd8i9oZPUNSRvurb-cc9vd61fZWWxoh9MAokmHrnvTRkc_BRP3cWF8MWGUGKUa3qtx2ZVXNnslTMF3Lwo2O0xh_DoMl6mEHcsFdeup5R9uP8j0EkfqpoXGXD28OfVzOa-5ORJ5a3akL0_JaUgjUqM-7i8CyLEz6rZBtsmMtwSTPKXwMvJ07GU3nmtNZ7M8R0x1U_VHDGSF_8nGgLoFHV8P8smFxQF7lwC5sjJTG7pZrLsQZoOzD-SlZ3uy0_2OB08Rk7sT0fWruaxzZFveTssBcm8jKQHUE8-Ytl8uBnydSdGqdSAHzgwQSCo6ggqv5DaH7lNQhaj4vyvmIFIO4YE2Eoeag8St5DgmExet5y0K1enRKonVPEBPRo-eXegHwbzGSAMlBxGzkGImxMJbAltSmz6YCJkNJyraOJy5mtclqXsTZ3h_LOLtcS2bKQoDoNrelvhy0xMwKoyz-vxeg6EyaBn40EM2dmGdrZz3u0e8t9atWTDwgGa8kuYAQX4ge80eyvOxSQfzTrIYzycQYTZoZoSrvuh4qVBmtuUY9t2Ee5qKoTHtyX8zS0ZFy4PS6iBa1PWVeys156c-VSSqobooGvqOQXBW2RgMg2gablMcYrpt3NzvKX8vvA0BCf6S1SvPySKbJEprJts7F4VvUwnKXt8qMQe1iBZeejnutabo7Df4BHK9xUM_iiQOV7Hpa3dDGUVyDZv4FTrdyhRTKjMm37WbcWaGgsoN-M6nPyuXNs78Fq_oi3ZXf3w3NjRbmjEfE3jlePP1_JAYFJJ7ZZDXkex3asyE-qhPF3IL3HnwFwuC8_RTj5mNQvD0ZLMQ" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cd/aa/cdaa7fa7bf0cb5e255c7cdf27f2c5a0b439f0a29.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2166/ws.2021.062"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Machine learning based soft sensor model for BOD estimation using intelligence at edge

Bhawani Shankar Pattnaik, Arunima Sambhuta Pattanayak, Siba Kumar Udgata, Ajit Kumar Panda
<span title="2021-01-07">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nnhntxrl5vg2zjrahf7teas5oy" style="color: black;">Complex &amp; Intelligent Systems</a> </i> &nbsp;
A comparative study between the computational performance of edge and cloud nodes in terms of prediction accuracy, learning time, and decision time for different machine learning (ML) algorithms is also  ...  In this paper, we propose a machine learning-based soft sensor model to estimate biological oxygen demand (BOD), a time-consuming and challenging process to measure.  ...  [40] presented a soft sensor model using multi-layer perceptron (MLP), which can predict the coagulant dosage from raw water quality measurements from drinking water treatment plants. Wang et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s40747-020-00259-9">doi:10.1007/s40747-020-00259-9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/asbou6ropvgxzbpk2s2v5co5cq">fatcat:asbou6ropvgxzbpk2s2v5co5cq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429051046/https://link.springer.com/content/pdf/10.1007/s40747-020-00259-9.pdf?error=cookies_not_supported&amp;code=1e151fdc-352d-46a1-9319-f0e5d4afe776" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/63/1c/631cca843d6434178899581f53cb1cbe21cf8bca.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s40747-020-00259-9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Control of tacky deposits on paper machines - A review

Hubbe
<span title="">2006</span> <i title="Walter de Gruyter GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xj2jy6qomvcgbf3rlhieqrnb24" style="color: black;">Nordic Pulp &amp; Paper Research Journal</a> </i> &nbsp;
Product quality is likely to suffer, especially if deposited material ends up in the sheet.  ...  In practice, tacky materials that remain in the fiber furnish can build up within paper machine headboxes, forming fabrics, press sections, and dryer sections, reducing production efficiency.  ...  Enzymatic treatment rendered the pitch particles susceptible to coagulation at a much lower dosage of cationic polymer.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3183/npprj-2006-21-02-p154-171">doi:10.3183/npprj-2006-21-02-p154-171</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f5w3vkxa7fctfkulyoim5nuani">fatcat:f5w3vkxa7fctfkulyoim5nuani</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200310074843/https://repository.lib.ncsu.edu/bitstream/handle/1840.2/14/HubbeM_06_RV_Deposit_Control_PMs.pdf;jsessionid=4B562F84813B30B8D8E33332761BB85F?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e3/f0/e3f0efe17c632183d57492b6fe0442b77f145736.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3183/npprj-2006-21-02-p154-171"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Comprehensive Review on Membrane Fouling: Mathematical Modelling, Prediction, Diagnosis, and Mitigation

Nour AlSawaftah, Waad Abuwatfa, Naif Darwish, Ghaleb Husseini
<span title="2021-05-11">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cdphbut2xvdpze2ou6uov4erve" style="color: black;">Water</a> </i> &nbsp;
Efficient prediction techniques and diagnostics are integral for strategizing control, management, and mitigation interventions to minimize the damage of fouling occurrences in the membranes.  ...  A major impediment to the improved performance of membrane separation processes, in general, is membrane fouling.  ...  Current membrane-science research ventures into more advanced fouling management approaches, utilizing technological advancements like Artificial intelligence (AI) and machine learning (ML) to optimize  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w13091327">doi:10.3390/w13091327</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aeu7rbovhzakhk2ryy7fv7b6xq">fatcat:aeu7rbovhzakhk2ryy7fv7b6xq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210512020405/https://res.mdpi.com/d_attachment/water/water-13-01327/article_deploy/water-13-01327.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0a/aa/0aaa7cde639fa15e075ab3aaba11463bc40940fb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/w13091327"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Organics Removal [chapter]

<span title="2009-03-03">2009</span> <i title="Blackwell Publishing Ltd."> Introduction to Potable Water Treatment Processes </i> &nbsp;
The first attempt at coagulant recovery was made by W. M. Jewell in 1903 who patented a process to recover aluminium from water treatment plant sludge by reaction with sulphuric acid. In 1923 W. R.  ...  The technology was first used for widespread municipal treatment of water in England and continues to be successfully used in treatment plants fed from the river Thames in London.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/9781444305470.ch10">doi:10.1002/9781444305470.ch10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oqddy6tqgnf4zc7nk3boaa7oke">fatcat:oqddy6tqgnf4zc7nk3boaa7oke</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809031310/http://faculty.ksu.edu.sa/Almutaz/Documents/ChE-413/Introduction%20to%20Potable%20Water%20Treatment%20Processes.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c5/9b/c59bdf5a1a17de77baaf1bea1aa7c22c479b7408.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/9781444305470.ch10"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Transition towards Sustainable Carwash Wastewater Management: Trends and Enabling Technologies at Global Scale

Derrick Dadebo, Mona G. Ibrahim, Manabu Fujii, Mahmoud Nasr
<span title="2022-05-07">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oglosmy3gbhuzobyjit4qalakq" style="color: black;">Sustainability</a> </i> &nbsp;
These study outputs can encourage policymakers and stakeholders in implementing sensible regulations that control water usage and treatment in car sharing and personal vehicle services to either directly  ...  A keyword co-occurrence network was used to represent the results of the bibliometric analysis and to show the major pollutants in CWW effluents and the common systems for treating CWW via coagulation/  ...  Acknowledgments: The first author is very grateful to the TICAD7 and for the cooperation of the Egyptian government and the Japanese government in providing financial support in the form of an MSc. scholarship  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su14095652">doi:10.3390/su14095652</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qb5crjfzhnclrkfty6sraohl5y">fatcat:qb5crjfzhnclrkfty6sraohl5y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220510032028/https://mdpi-res.com/d_attachment/sustainability/sustainability-14-05652/article_deploy/sustainability-14-05652.pdf?version=1651917530" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/99/1a/991a6eacea3a2b0a12f9d6854afa923f1dbcf27d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su14095652"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>
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