Artificial neural networks as artificial intelligence technique for energy saving in refrigeration systems—A review

M Pérez-Gomariz, A López-Gómez… - Clean …, 2023 - mdpi.com
The refrigeration industry is an energy-intensive sector. Increasing the efficiency of industrial
refrigeration systems is crucial for reducing production costs and minimizing CO2 emissions …

Nature-inspired metaheuristic techniques for combinatorial optimization problems: Overview and recent advances

MA Rahman, R Sokkalingam, M Othman, K Biswas… - Mathematics, 2021 - mdpi.com
Combinatorial optimization problems are often considered NP-hard problems in the field of
decision science and the industrial revolution. As a successful transformation to tackle …

Deploying artificial intelligence for climate change adaptation

W Leal Filho, T Wall, SAR Mucova, GJ Nagy… - … Forecasting and Social …, 2022 - Elsevier
Artificial Intelligence (AI) is believed to have a significant potential use in tackling climate
change. This paper explores the connections between AI and climate change research as a …

Memory, evolutionary operator, and local search based improved Grey Wolf Optimizer with linear population size reduction technique

R Ahmed, GP Rangaiah, S Mahadzir, S Mirjalili… - Knowledge-Based …, 2023 - Elsevier
Optimization of multi-modal functions is challenging even for evolutionary and swarm-based
algorithms as it requires an efficient exploration for finding the promising region of the …

Energy and exergy analysis of a subfreezing evaporator environment ammonia-water absorption refrigeration cycle: Machine learning and parametric optimization

R Al-Rbaihat, H Alahmer, A Alahmer, Y Altork… - International Journal of …, 2023 - Elsevier
The coefficient of performance (COP) and exergy efficiency of a single and double-effect
ammonia-water absorption refrigeration system powered by compound parabolic …

Transmission network planning in super smart grids: A survey

M Adnan, Y Ghadi, I Ahmed, M Ali - IEEE Access, 2023 - ieeexplore.ieee.org
For a utility company to reduce emissions along with managing load demands, it must strive
for a 100 percent renewable electrical power generation. Europe takes initiatives to achieve …

[HTML][HTML] A review of advancements in solar PV-powered refrigeration: Enhancing efficiency, sustainability, and operational optimization

G Saha, AKMAM Azad - Energy reports, 2024 - Elsevier
The combination of refrigeration systems and solar photovoltaic (PV) technology has
become a viable alternative to tackle the difficulties caused by electricity limitations …

[HTML][HTML] An enhanced evaporation rate water-cycle algorithm for global optimization

AG Hussien, FA Hashim, R Qaddoura, L Abualigah… - Processes, 2022 - mdpi.com
Water-cycle algorithm based on evaporation rate (ErWCA) is a powerful enhanced version
of the water-cycle algorithm (WCA) metaheuristics algorithm. ErWCA, like other algorithms …

Surrogate-assisted constrained hybrid particle swarm optimization algorithm for propane pre-cooled mixed refrigerant LNG process optimization

R Ahmed, S Mahadzir, J Ferdush, F Matovu… - Energy, 2024 - Elsevier
The propane pre-cooled mixed refrigerant (C3MR) process is one of the most widely used
and efficient natural gas liquefaction processes. However, optimization of this process …

Global sensitivity analysis of a generator-absorber heat exchange (GAX) system's thermal performance with a hybrid energy source: An approach using artificial …

V Cardoso-Fernández, A Bassam, OM Tzuc… - Applied Thermal …, 2023 - Elsevier
Generator-absorber heat exchange (GAX) systems represent a promising alternative to
substitute environmentally harmful refrigeration devices based on conventional vapor …