Artificial intelligence for industry 4.0: Systematic review of applications, challenges, and opportunities
Many industry sectors have been pursuing the adoption of Industry 4.0 (I4. 0) ideas and
technologies, which promise to realize lean and just-in-time production through digitization …
technologies, which promise to realize lean and just-in-time production through digitization …
Artificial intelligence and machine learning-based monitoring and design of biological wastewater treatment systems
Artificial intelligence (AI) and machine learning (ML) are currently used in several areas. The
applications of AI and ML based models are also reported for monitoring and design of …
applications of AI and ML based models are also reported for monitoring and design of …
Livestock and poultry farm wastewater treatment and its valorization for generating value-added products: Recent updates and way forward
Livestock and poultry wastewater poses a potent risk for environmental pollution
accelerating disease load and premature deaths. It is characterized by high chemical …
accelerating disease load and premature deaths. It is characterized by high chemical …
An integrated first principal and deep learning approach for modeling nitrous oxide emissions from wastewater treatment plants
Mathematical modeling plays a critical role toward the mitigation of nitrous oxide (N2O)
emissions from wastewater treatment plants (WWTPs). In this work, we proposed a novel …
emissions from wastewater treatment plants (WWTPs). In this work, we proposed a novel …
Development of a wide-range soft sensor for predicting wastewater BOD5 using an eXtreme gradient boosting (XGBoost) machine
In wastewater monitoring, detecting extremely high pollutant concentrations is necessary to
properly calibrate the treatment process. However, existing hardware sensors have a limited …
properly calibrate the treatment process. However, existing hardware sensors have a limited …
Forecasting heterogeneous municipal solid waste generation via Bayesian-optimised neural network with ensemble learning for improved generalisation
Future projections of municipal solid waste (MSW) generation trends can resolve data
inadequacy in formulating a sustainable MSW management framework. Artificial neural …
inadequacy in formulating a sustainable MSW management framework. Artificial neural …
Modeling biogas production from anaerobic wastewater treatment plants using radial basis function networks and differential evolution
D Karamichailidou, A Alexandridis… - Computers & Chemical …, 2022 - Elsevier
This study presents a new method for modeling biogas production obtained from anaerobic
digestion treatment plants with increased accuracy. The method is based on artificial neural …
digestion treatment plants with increased accuracy. The method is based on artificial neural …
Machine learning models for inverse design of the electrochemical oxidation process for water purification
Y Sun, Z Zhao, H Tong, B Sun, Y Liu… - … Science & Technology, 2023 - ACS Publications
In this study, a machine learning (ML) framework is developed toward target-oriented
inverse design of the electrochemical oxidation (EO) process for water purification. The …
inverse design of the electrochemical oxidation (EO) process for water purification. The …
Dynamic Domino Effect Assessment (D2EA) in tank farms using a machine learning-based approach
The current work presents a Dynamic Domino Effect Assessment (D2EA) methodology for
chemical storage tank farms. While the application of the proposed approach is focused on …
chemical storage tank farms. While the application of the proposed approach is focused on …
Using LSTM neural network based on improved PSO and attention mechanism for predicting the effluent COD in a wastewater treatment plant
X Liu, Q Shi, Z Liu, J Yuan - Ieee Access, 2021 - ieeexplore.ieee.org
Enhancing the monitoring capabilities of wastewater treatment plant (WWTP) key features
can accomplish accurate prediction to help WWTPs develop a plan, which is of great …
can accomplish accurate prediction to help WWTPs develop a plan, which is of great …