Optimization of the electricity generation of a wave energy converter using deep reinforcement learning

S Zou, X Zhou, I Khan, WW Weaver, S Rahman - Ocean Engineering, 2022 - Elsevier
Ocean wave energy is one of the sustainable energy sources which continues to attract
increasing research interests. Traditionally, the model-based controls of Wave Energy …

Performance optimization of annealing salp swarm algorithm: Frameworks and applications for engineering design

J Song, C Chen, AA Heidari, J Liu… - Journal of …, 2022 - academic.oup.com
Swarm salp algorithm is a swarm intelligence optimization algorithm enlightened by the
movement and foraging behaviors of the salp population. The salp swarm algorithm (SSA) …

Prediction of total dissolved solids, based on optimization of new hybrid SVM models

FA Pourhosseini, K Ebrahimi, MH Omid - Engineering Applications of …, 2023 - Elsevier
Accurate monitoring of water quality is of great importance, especially in arid and semi-arid
countries such as Iran. The Total Dissolved Solids (TDS) plays quite a significant role in …

Estimation of natural streams longitudinal dispersion coefficient using hybrid evolutionary machine learning model

L Goliatt, SO Sulaiman, KM Khedher… - Engineering …, 2021 - Taylor & Francis
Among several indicators for river engineering sustainability, the longitudinal dispersion
coefficient (K x) is the main parameter that defines the transport of pollutants in natural …

A decomposition and multi-objective evolutionary optimization model for suspended sediment load prediction in rivers

N Zhao, A Ghaemi, C Wu, SS Band… - Engineering …, 2021 - Taylor & Francis
Suspended sediment load (SSL) estimation is essential for both short-and long-term water
resources management. Suspended sediments are taken into account as an important factor …

Numerical analysis of piled-raft foundations on multi-layer soil considering settlement and swelling

MR Hakro, A Kumar, Z Almani, M Ali, F Aslam, R Fediuk… - Buildings, 2022 - mdpi.com
Numerical modelling can simulate the interaction between structural elements and the soil
continuum in a piled-raft foundation. The present work utilized a two-dimensional finite …

Numerical analysis of shallow foundations with varying loading and soil conditions

MR Hakro, A Kumar, M Ali, AF Habib, ARG de Azevedo… - Buildings, 2022 - mdpi.com
The load–deformation relationship under the footing is essential for foundation design.
Shallow foundations are subjected to changes in hydrological conditions such as rainfall …

Support vector regression and ANN approach for predicting the ground water quality

MA Alnuwaiser, MF Javed, MI Khan, MW Ahmed… - Journal of the Indian …, 2022 - Elsevier
The current study investigates the potential of well-known artificial neural network (ANN),
Support vector regression (SVR), multilinear and multi-nonlinear regression techniques to …

How sustainable is people's travel to reach public transit stations to go to work? A machine learning approach to reveal complex relationships

P Tang, M Aghaabbasi, M Ali, A Jan, AM Mohamed… - Sustainability, 2022 - mdpi.com
Several previous studies examined the variables of public-transit-related walking and
privately owned vehicles (POVs) to go to work. However, most studies neglect the possible …

Compaction characteristics and permeability of expansive shale stabilized with locally produced waste materials

MR Hakro, A Kumar, Z Almani, M Ali, R Fediuk… - Materials, 2022 - mdpi.com
Waste is available in an abundant form and goes to landfill without any use, creating threats
to the environment. Recent and past studies have used different types of waste to stabilize …