Results 11 to 20 of about 704,047 (353)
Energies, 2023 In response to the volatility of photovoltaic power generation, this paper proposes a short-term photovoltaic power generation prediction model (HWOA-MVMD-TPA-TCN) based on a Hybrid Whale Optimization Algorithm (HWOA), multivariate variational mode ...
Mingwen Feng +4 more
core +2 more sources
Zhejiang dianli, 2022 To help to bring about “carbon peaking and carbon neutrality”， the traditional power system with fossil energy as its mainstay will be transformed into a new power system dominated by new energy.
ZHANG Si +4 more
doaj +2 more sources
Prediction of photovoltaic power generation based on a hybrid model
Frontiers in Energy ResearchIn order to fully exploit the relationship between temporal features in photovoltaic power generation data and improve the prediction accuracy of photovoltaic power generation, a photovoltaic power generation forecasting method is proposed based on a ...
Xiaohua Zhang +9 more
doaj +2 more sources
Evaluation of the Economic Potential of Photovoltaic Power Generation in Road Spaces
Energies, 2022 Photovoltaic (PV) power generation has become an important clean energy generation source. In the context of transportation development and its very large energy demand, scholars have begun to use PV power generation technology on roads and their ...
Yaohuan Huang +5 more
core +2 more sources
SKIPP'D: a SKy Images and Photovoltaic Power Generation Dataset for Short-term Solar Forecasting [PDF]
arXiv.org, 2022 Large-scale integration of photovoltaics (PV) into electricity grids is challenged by the intermittent nature of solar power. Sky-image-based solar forecasting using deep learning has been recognized as a promising approach to predicting the short-term ...
Yuhao Nie +5 more
semanticscholar +1 more source
An Adaptive Deep Learning Framework for Day-ahead Forecasting of Photovoltaic Power Generation [PDF]
Sustainable Energy Technologies and Assessments, 2021 Accurate forecasts of photovoltaic power generation (PVPG) are essential to optimize operations between energy supply and demand. Recently, the propagation of sensors and smart meters has produced an enormous volume of data, which supports the ...
Xing Luo, Dongxiao Zhang
semanticscholar +1 more source
Firm Photovoltaic Power Generation: Overview and Economic Outlook
Solar RRL, 2023 Grid‐connected photovoltaic electricity production steadily grows at the margin of conventional power generation, but its management becomes more complex. To overcome this challenge, a transformation of variable renewable energy (VRE) resources into firm
J. Remund +4 more
semanticscholar +1 more source
Analysis and Research on Output Characteristics of Regional Photovoltaic Power Generation
发电技术, 2022 In order to further analyze the consumption problem caused by regional photovoltaic power generation, the actual output data of typical photovoltaic power plants in Gansu province was used as an analysis sample to study the output characteristics of ...
LÜ Qingquan +6 more
doaj +1 more source
Applied Sciences, 2020 In this study, a general building of medium size with an Energy Storage Systems (ESS)-connected Photovoltaic (PV) system (energy storage system that is connected to a photovoltaic system) was chosen to develop a tool for a better economic evaluation of ...
Sung-Soo Kim +7 more
doaj +1 more source
Zhongguo dianli, 2021 Photovoltaic power generation is vulnerable to environmental factors such as temperature and irradiance. In recent years, haze (with high concentration of PM2.5) has caused serious pollution, greatly reducing the power generation of the photovoltaic ...
Wei CHEN +4 more
doaj +1 more source