Floc image-driven deep learning enhanced by temporal windows and transformers for carbon emission reduction in drinking water treatment plants
Ziqi Zhou, Baichun Wang, Zirui Huang, Xiaohui Wu, Weidong Yang, Gang Guo, Gang Guo, Shuichangtian Qiu, Aijiao Zhou, Aijiao Zhou
Topics & Concepts
Water treatmentTransformerEnvironmental scienceGreenhouse gasDeep learningArtificial intelligenceEnvironmental engineeringNonlinear systemComputer scienceProcess engineeringNonlinear modelEngineeringWater qualityDosingPortable water purificationGreenhouseFeature selectionPulp and paper industryWaste managementPattern recognition (psychology)Data modelingMachine learningNetwork modelChemistryCoagulation and Flocculation StudiesMembrane Separation TechnologiesAdvanced oxidation water treatment