Data to intelligence: The role of data-driven models in wastewater treatment

M Bahramian, RK Dereli, W Zhao, M Giberti… - Expert systems with …, 2023‏ - Elsevier
Increasing energy efficiency in wastewater treatment plants (WWTPs) is becoming more
important. An emerging approach to addressing this issue is to exploit development in data …

Artificial intelligence techniques in electrochemical processes for water and wastewater treatment: a review

MG Shirkoohi, RD Tyagi, PA Vanrolleghem… - … of Environmental Health …, 2022‏ - Springer
In recent years, artificial intelligence (AI) techniques have been recognized as powerful
techniques. In this work, AI techniques such as artificial neural networks (ANNs), support …

Flow direction algorithm (FDA): a novel optimization approach for solving optimization problems

H Karami, MV Anaraki, S Farzin, S Mirjalili - Computers & Industrial …, 2021‏ - Elsevier
The present study aimed to propose a new optimization algorithm named Flow Direction
Algorithm (FDA), which is a physics-based algorithm. The FDA algorithm mimics the flow …

Uncertainty analysis of climate change impacts on flood frequency by using hybrid machine learning methods

MV Anaraki, S Farzin, SF Mousavi, H Karami - Water Resources …, 2021‏ - Springer
In the present study, for the first time, a new framework is used by combining metaheuristic
algorithms, decomposition and machine learning for flood frequency analysis under climate …

Water quality forecasting based on data decomposition, fuzzy clustering and deep learning neural network

JW Yu, JS Kim, X Li, YC Jong, KH Kim, GI Ryang - Environmental Pollution, 2022‏ - Elsevier
Water quality forecasting can provide useful information for public health protection and
support water resources management. In order to forecast water quality more accurately, this …

A novel LSSVM model integrated with GBO algorithm to assessment of water quality parameters

M Kadkhodazadeh, S Farzin - Water Resources Management, 2021‏ - Springer
In this study, a novel least square support vector machine (LSSVM) model integrated with
gradient-based optimizer (GBO) algorithm is introduced for the assessment of water quality …

[HTML][HTML] Wastewater treatment with technical intervention inclination towards smart cities

S Pandey, B Twala, R Singh, A Gehlot, A Singh… - Sustainability, 2022‏ - mdpi.com
At this time, efforts are being made on a worldwide scale to accomplish sustainable
development objectives. It has, thus, now become essential to investigate the part of …

Meteorological drought analysis in response to climate change conditions, based on combined four-dimensional vine copulas and data mining (VC-DM)

A Farrokhi, S Farzin, SF Mousavi - Journal of Hydrology, 2021‏ - Elsevier
This research provides a novel methodology for modeling multivariate dependence
structures of meteorological drought characteristics (severity, duration, peak, and interarrival …

Deep Learning Algorithms and Multicriteria Decision‐Making Used in Big Data: A Systematic Literature Review

M Yang, S Nazir, Q Xu, S Ali - Complexity, 2020‏ - Wiley Online Library
The data are ever increasing with the increase in population, communication of different
devices in networks, Internet of Things, sensors, actuators, and so on. This increase goes …