Data-driven performance analyses of wastewater treatment plants: A review

KB Newhart, RW Holloway, AS Hering, TY Cath - Water research, 2019 - Elsevier
Recent advancements in data-driven process control and performance analysis could
provide the wastewater treatment industry with an opportunity to reduce costs and improve …

Tackling environmental challenges in pollution controls using artificial intelligence: A review

Z Ye, J Yang, N Zhong, X Tu, J Jia, J Wang - Science of the Total …, 2020 - Elsevier
This review presents the developments in artificial intelligence technologies for
environmental pollution controls. A number of AI approaches, which start with the reliable …

[HTML][HTML] Achieving energy neutrality in wastewater treatment plants through energy savings and enhancing renewable energy production

M Maktabifard, E Zaborowska, J Makinia - Reviews in Environmental …, 2018 - Springer
Wastewater treatment plants (WWTPs) consume high amounts of energy which is mostly
purchased from the grid. During the past years, many ongoing measures have taken place …

Stakeholder analysis combined with social network analysis provides fine-grained insights into water infrastructure planning processes

J Lienert, F Schnetzer, K Ingold - Journal of environmental management, 2013 - Elsevier
Environmental policy and decision-making are characterized by complex interactions
between different actors and sectors. As a rule, a stakeholder analysis is performed to …

[HTML][HTML] Predicting quality parameters of wastewater treatment plants using artificial intelligence techniques

E Aghdam, SR Mohandes, P Manu, C Cheung… - Journal of Cleaner …, 2023 - Elsevier
Estimating wastewater treatment plants'(WWTPs) influent parameters such as 5-day
biological oxygen demand (BOD 5) and chemical oxygen demand (COD) is vital for …

Transforming data into knowledge for improved wastewater treatment operation: A critical review of techniques

L Corominas, M Garrido-Baserba, K Villez… - … modelling & software, 2018 - Elsevier
The aim of this paper is to describe the state-of-the art computer-based techniques for data
analysis to improve operation of wastewater treatment plants. A comprehensive review of …

Data analytics for environmental science and engineering research

S Gupta, D Aga, A Pruden, L Zhang… - … Science & Technology, 2021 - ACS Publications
The advent of new data acquisition and handling techniques has opened the door to
alternative and more comprehensive approaches to environmental monitoring that will …

Greenhouse gases from wastewater treatment—A review of modelling tools

G Mannina, G Ekama, D Caniani, A Cosenza… - Science of the Total …, 2016 - Elsevier
Nitrous oxide, carbon dioxide and methane are greenhouse gases (GHG) emitted from
wastewater treatment that contribute to its carbon footprint. As a result of the increasing …

[图书][B] Benchmarking of control strategies for wastewater treatment plants

KV Gernaey, U Jeppsson - 2014 - library.oapen.org
Wastewater treatment plants are large non-linear systems subject to large perturbations in
wastewater flow rate, load and composition. Nevertheless these plants have to be operated …

Transforming data into actionable knowledge for fault detection, diagnosis and prognosis in urban wastewater systems with AI techniques: A mini-review

Y Liu, P Ramin, X Flores-Alsina, KV Gernaey - Process Safety and …, 2023 - Elsevier
Recent advances in artificial intelligence (AI) and data analytics (DA) could provide
opportunities for the fault management and the decision-making of the urban wastewater …