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A novel long short-term memory artificial neural network (LSTM)-based soft-sensor to monitor and forecast wastewater treatment performance

Boyan Xu, Ching Kwek Pooi, Kar Ming Tan, Shujuan Huang, Xueqing Shi, How Yong Ng

2023Journal of Water Process Engineering80 citationsDOI

Topics & Concepts

EffluentMean squared errorChemical oxygen demandWastewaterSoft sensorArtificial neural networkBiochemical oxygen demandSewage treatmentEnvironmental scienceComputer scienceTotal suspended solidsAnoxic watersArtificial intelligenceProcess engineeringEnvironmental engineeringProcess (computing)EngineeringMathematicsStatisticsChemistryEnvironmental chemistryOperating systemWater Quality Monitoring TechnologiesWater Quality Monitoring and AnalysisAir Quality Monitoring and Forecasting
A novel long short-term memory artificial neural network (LSTM)-based soft-sensor to monitor and forecast wastewater treatment performance | Litcius