Machine learning on sustainable energy: A review and outlook on renewable energy systems, catalysis, smart grid and energy storage
D Rangel-Martinez, KDP Nigam… - … Research and Design, 2021 - Elsevier
This study presents a broad view of the current state of the art of ML applications in the
manufacturing sectors that have a considerable impact on sustainability and the …
manufacturing sectors that have a considerable impact on sustainability and the …
Progress of artificial neural networks applications in hydrogen production
The demand for green energy is expanding, and it seems that hydrogen is the best option
that can be produced and stored in large quantities. Hydrogen is a promising energy carrier …
that can be produced and stored in large quantities. Hydrogen is a promising energy carrier …
[HTML][HTML] Machine learning in chemical engineering: strengths, weaknesses, opportunities, and threats
MR Dobbelaere, PP Plehiers, R Van de Vijver… - Engineering, 2021 - Elsevier
Chemical engineers rely on models for design, research, and daily decision-making, often
with potentially large financial and safety implications. Previous efforts a few decades ago to …
with potentially large financial and safety implications. Previous efforts a few decades ago to …
Effective mitigation of climate change with sustainable development of energy, water and environment systems
The urgency of mitigating climate change comes with opportunities to transition society
towards a more sustainable future. Numerous options exist for immediate, deep, and …
towards a more sustainable future. Numerous options exist for immediate, deep, and …
Recent advances in artificial neural network research for modeling hydrogen production processes
Abstract Artificial Neural Networks (ANN) have been widely used by scientists in a variety of
energy modes (biomass, wind, solar, geothermal, and hydroelectric). This review highlights …
energy modes (biomass, wind, solar, geothermal, and hydroelectric). This review highlights …
Construction of dual-Z-scheme WS2-WO3· H2O/g-C3N4 catalyst for photocatalytic H2 evolution under visible light
X Wang, G Hai, B Li, Q Luan, W Dong… - Chemical Engineering …, 2021 - Elsevier
A dual-Z-scheme heterojunction consisting of WS 2-WO 3· H 2 O and gC 3 N 4-WO 3· H 2 O
was prepared through coupling partially oxidized WS 2 with gC 3 N 4. The suitable band …
was prepared through coupling partially oxidized WS 2 with gC 3 N 4. The suitable band …
Recent advances in knowledge discovery for heterogeneous catalysis using machine learning
M Erdem Günay, R Yıldırım - Catalysis Reviews, 2021 - Taylor & Francis
The use of machine learning (ML) in catalysis has been significantly increased in recent
years due to the astonishing developments in data processing technologies and the …
years due to the astonishing developments in data processing technologies and the …
[HTML][HTML] A review of hydrogen production optimization from the reforming of C1 and C2 alcohols via artificial neural networks
Hydrogen production from different fuels has received extensive study interest owing to its
environmental sustainability, renewability, and lack of carbon emission. This research aims …
environmental sustainability, renewability, and lack of carbon emission. This research aims …
Sustainable development using integrated energy systems and solar, biomass, wind, and wave technology
PA Østergaard, N Duic, S Kalogirou - Renewable energy, 2024 - Elsevier
This articles reviews some of the latest trends within renewable energy sources based on
biomass, solar, wind and wave technologies as well as integrated renewable energy-based …
biomass, solar, wind and wave technologies as well as integrated renewable energy-based …
Design and operation performance of the plate-heat transfer type hydrogen production reactor for bio-methanol reforming
H Liu, Y Li, C Lu, Z Zhang, G Xiang, X Yang… - Bioresource …, 2023 - Elsevier
In this paper, the plate-heat transfer type bio-methanol steam reforming reactor for hydrogen
fuel cell vehicles and its operation performance was studied. The structure of the plate-heat …
fuel cell vehicles and its operation performance was studied. The structure of the plate-heat …