Global spatial suitability mapping of wind and solar systems using an explainable ai-based approach

MS Sachit, HZM Shafri, AF Abdullah… - … International Journal of …, 2022 - mdpi.com
An assessment of site suitability for wind and solar plants is a strategic step toward ensuring
a low-cost, high-performing, and sustainable project. However, these issues are often …

The energy security risk assessment of inefficient wind and solar resources under carbon neutrality in China

J Sun, Y Wang, Y He, W Cui, Q Chao, B Shan, Z Wang… - Applied Energy, 2024 - Elsevier
To achieve the national objective of “carbon peak and carbon neutrality,” it is imperative to
significantly enhance the utilization of renewable energy sources, such as wind and solar …

[HTML][HTML] Wind farm site selection using geographic information system and fuzzy decision making model

G Demir, M Riaz, M Deveci - Expert Systems with Applications, 2024 - Elsevier
As the demand for renewable energy sources increases, finding the right places to install
wind turbines becomes more and more important. The goal of this research is to create and …

[HTML][HTML] A new data mining strategy for performance evaluation of a shared energy recovery system integrated with data centres and district heating networks

H Du, X Zhou, N Nord, Y Carden, Z Ma - Energy, 2023 - Elsevier
This study presents a new data mining strategy to discover the performance and operational
patterns of a shared energy recovery (SER) system with a data centre and a district heating …

Power grid based renewable energy analysis by photovoltaic cell machine learning architecture in wind energy hybridization

U Sakthi, TA Kumar, KV Kumar, S Qamar… - Sustainable Energy …, 2023 - Elsevier
Use of solar energy systems and related green energy technology has spread around the
world. When compared to conventional energy sources, solar energy is still not a frequently …

Unlocking the potential: A review of artificial intelligence applications in wind energy

S Dörterler, S Arslan, D Özdemir - Expert Systems, 2024 - Wiley Online Library
This paper presents a comprehensive review of the most recent papers and research trends
in the fields of wind energy and artificial intelligence. Our study aims to guide future research …

Comparison and evaluation of machine learning approaches for estimating heat index map in Türkiye

S Tumse, M Bilgili, A Sekertekin, Ş Ünal… - Neural Computing and …, 2023 - Springer
Heat index (HI) is a temperature that the human body feels or perceives, as opposed to the
physical air temperature measured by a thermometer. The goal of this study was to create a …

Data-driven large-scale spatial planning framework for determining size and location of offshore wind energy development: A case study of China

Y Sun, H Ai, Y Li, R Wang, R Ma - Applied Energy, 2024 - Elsevier
Offshore wind energy (OWE) is now considered as a vital renewable energy source in
numerous coastal countries due to high potential, vast ocean areas, and the scarcity of …

Simultaneity of wind and solar energy: A spatio-temporal analysis to delineate the plausible regions to harness

HK Jani, MVVP Kantipudi, G Nagababu… - Sustainable Energy …, 2022 - Elsevier
The clean energy transition is catching attention across the globe since Glasgow climate
summit. The hybridization can mitigate the barriers to grid integration of renewable energy …

[HTML][HTML] Hybrid wind–solar energy and resource simultaneity: An Indian case study for site selection and feasibility check

HK Jani, SS Kachhwaha, G Nagababu, A Das - Energy Reports, 2022 - Elsevier
The integration of wind–solar energy into hybrid system improves synchronization and
lowers power generation variations. It is crucial to consider resource simultaneity when …