PHSNet: A Small-Target Infrared Hotspot Detection Network for Photovoltaic Modules in UAV Remote-Sensing Images. [PDF]
Gao B, Yang Y, Chen X, Cai X, Nan X.
europepmc +1 more source
Structural Effects of Vertical Non‐Skeletal Elements (NSEs) With Rocking Mechanisms
ABSTRACT This paper introduces the structural effects provided by vertical non‐skeletal elements (NSEs), such as claddings and partitions, with vertical slotted holes at their supports to enable rocking as the frame undergoes significant lateral deformation.
Zheng Luo +2 more
wiley +1 more source
Strategic timing for the decarbonization contributions by China's photovoltaic manufacturers in global energy transition. [PDF]
Lin Q +9 more
europepmc +1 more source
This study integrates climatic simulations with machine learning to predict solar and wind energy across Iraq. Results show Random Forest excels for solar (R2 = 0.98) and neural networks for wind (R2 = 0.97), enabling a practical web tool for renewable energy planning. ABSTRACT Driven by the global shift away from fossil fuels, solar and wind resources
Bassam Musheer Kareem +3 more
wiley +1 more source
Machine learning-based long-term degradation and LCOE Analysis of floating PV with custom pontoon design. [PDF]
Mohajon R +7 more
europepmc +1 more source
Integrated Solar and Wind Energy Systems for Domestic Power Generation and CO2 Emissions Reduction
A well‐structured and sequentially methodical procedure for evaluating the Wind and Photovoltaic Hybrid Energy System‐based technical, environmental, and economic viability. This study investigates the integration of solar photovoltaic(PV) and wind energy systems for domestic electricity generation in the Gaza Strip.
Mohamed Elnaggar +9 more
wiley +1 more source
A Dual-Channel Enhanced Mamba Model for Fault Detection in Grid-Connected Photovoltaic Systems. [PDF]
Zhu Y, Yang Q.
europepmc +1 more source
A hybrid PV–wind grid‐connected microgrid for Mongla Port is optimized using HOMER Pro and validated via DIgSILENT quasi‐dynamic load flow. The system achieves a low cost of energy (0.0341 USD/kWh), 70.9% renewable penetration, improved voltage stability, and significant emission reduction, demonstrating a reliable and cost‐effective solution for ...
Md. Behesty Hasan Sagor +6 more
wiley +1 more source
Just Transition Toward Clean Energy Access With Focus on Lead-Based Perovskite Solar Cell Technology: Lessons, Experiences, and Future Perspectives. [PDF]
Korir BK +4 more
europepmc +1 more source
This paper introduces the probabilistic fractional‐order Mam‐KAN (PFO‐Mam‐KAN) controller, a physics‐informed gray‐box framework for real‐time battery state‐of‐charge estimation. By unifying efficient Mamba encoders with uncertainty‐aware fractional physics, it achieves superior 0.31% RMSE accuracy and robust grid‐support operation under dynamic ...
Arun Kumar Rawat +2 more
wiley +1 more source

