# Solar Radiation and Photovoltaics

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/solar-radiation-and-photovoltaics/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on the application of machine learning methods, particularly artificial neural networks, for forecasting solar radiation and photovoltaic power generation. It covers topics such as solar energy integration, grid-connected PV plant performance prediction, solar position algorithms, and GIS-based site selection for solar farms. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | t11276 |
| Works | 70 |

## Topic papers all

Showing 15 of 70.

- [Parameter estimation of photovoltaic cells using an improved chaotic whale optimization algorithm](https://scholariq.org/papers/parameter-estimation-of-photovoltaic-cells-using-an-improved-chaotic-whale/)
- [Daily energy expenditure through the human life course](https://scholariq.org/papers/daily-energy-expenditure-through-the-human-life-course/)
- [Short-term photovoltaic solar power forecasting using a hybrid Wavelet-PSO-SVM model based on SCADA and Meteorological information](https://scholariq.org/papers/short-term-photovoltaic-solar-power-forecasting-using-a-hybrid-wavelet-pso-svm/)
- [Hourly forecasting of solar irradiance based on CEEMDAN and multi-strategy CNN-LSTM neural networks](https://scholariq.org/papers/hourly-forecasting-of-solar-irradiance-based-on-ceemdan-and-multi-strategy-cnn/)
- [Energy, exergy, exergoeconomic and enviroeconomic (4E) evaluation of a new integration of solar still with photovoltaic panel](https://scholariq.org/papers/energy-exergy-exergoeconomic-and-enviroeconomic-4e-evaluation-of-a-new/)
- [Time series forecasting for hourly photovoltaic power using conditional generative adversarial network and Bi-LSTM](https://scholariq.org/papers/time-series-forecasting-for-hourly-photovoltaic-power-using-conditional/)
- [Energy, exergy, economic and enviroeconomic (4E) analyses of solar distillation system using different absorbing materials](https://scholariq.org/papers/energy-exergy-economic-and-enviroeconomic-4e-analyses-of-solar-distillation/)
- [Experimental Analysis of hill-climbing MPPT algorithms under low irradiance levels](https://scholariq.org/papers/experimental-analysis-of-hill-climbing-mppt-algorithms-under-low-irradiance/)
- [A correlation for estimation of global solar radiation](https://scholariq.org/papers/a-correlation-for-estimation-of-global-solar-radiation/)
- [Experimental study on the effect of coupling parabolic trough collector with double slope solar still on its performance](https://scholariq.org/papers/experimental-study-on-the-effect-of-coupling-parabolic-trough-collector-with/)
- [An ANN-based Approach for Forecasting the Power Output of Photovoltaic System](https://scholariq.org/papers/an-ann-based-approach-for-forecasting-the-power-output-of-photovoltaic-system/)
- [Hybrid deep neural model for hourly solar irradiance forecasting](https://scholariq.org/papers/hybrid-deep-neural-model-for-hourly-solar-irradiance-forecasting/)
- [Machine Learning Based Photovoltaics (PV) Power Prediction Using Different Environmental Parameters of Qatar](https://scholariq.org/papers/machine-learning-based-photovoltaics-pv-power-prediction-using-different/)
- [Recent progress in solar photothermal steam technology for water purification and energy utilization](https://scholariq.org/papers/recent-progress-in-solar-photothermal-steam-technology-for-water-purification/)
- [Hourly stepwise forecasting for solar irradiance using integrated hybrid models CNN-LSTM-MLP combined with error correction and VMD](https://scholariq.org/papers/hourly-stepwise-forecasting-for-solar-irradiance-using-integrated-hybrid-models/)

## Topic primary papers

Showing 15 of 28.

- [A correlation for estimation of global solar radiation](https://scholariq.org/papers/a-correlation-for-estimation-of-global-solar-radiation/)
- [An ANN-based Approach for Forecasting the Power Output of Photovoltaic System](https://scholariq.org/papers/an-ann-based-approach-for-forecasting-the-power-output-of-photovoltaic-system/)
- [Hybrid deep neural model for hourly solar irradiance forecasting](https://scholariq.org/papers/hybrid-deep-neural-model-for-hourly-solar-irradiance-forecasting/)
- [Machine Learning Based Photovoltaics (PV) Power Prediction Using Different Environmental Parameters of Qatar](https://scholariq.org/papers/machine-learning-based-photovoltaics-pv-power-prediction-using-different/)
- [Hourly stepwise forecasting for solar irradiance using integrated hybrid models CNN-LSTM-MLP combined with error correction and VMD](https://scholariq.org/papers/hourly-stepwise-forecasting-for-solar-irradiance-using-integrated-hybrid-models/)
- [Long-term field test of solar PV power generation using one-axis 3-position sun tracker](https://scholariq.org/papers/long-term-field-test-of-solar-pv-power-generation-using-one-axis-3-position-sun/)
- [Performance Evaluation of Probabilistic Methods Based on Bootstrap and Quantile Regression to Quantify PV Power Point Forecast Uncertainty](https://scholariq.org/papers/performance-evaluation-of-probabilistic-methods-based-on-bootstrap-and-quantile/)
- [Predictive modeling of PV solar power plant efficiency considering weather conditions: A comparative analysis of artificial neural networks and multiple linear regression](https://scholariq.org/papers/predictive-modeling-of-pv-solar-power-plant-efficiency-considering-weather/)
- [Solar energy potential using GIS-based urban residential environmental data: A case study of Shenzhen, China](https://scholariq.org/papers/solar-energy-potential-using-gis-based-urban-residential-environmental-data-a/)
- [Solar radiation for Dhahran, Saudi Arabia](https://scholariq.org/papers/solar-radiation-for-dhahran-saudi-arabia/)
- [Forecasting Hourly Solar Irradiance Using Hybrid Wavelet Transformation and Elman Model in Smart Grid](https://scholariq.org/papers/forecasting-hourly-solar-irradiance-using-hybrid-wavelet-transformation-and/)
- [Comprehensive feasibility assessment of building integrated photovoltaics (BIPV) on building surfaces in high-density urban environments](https://scholariq.org/papers/comprehensive-feasibility-assessment-of-building-integrated-photovoltaics-bipv/)
- [A hybrid deep learning framework integrating feature selection and transfer learning for multi-step global horizontal irradiation forecasting](https://scholariq.org/papers/a-hybrid-deep-learning-framework-integrating-feature-selection-and-transfer/)
- [Hourly Solar Radiation Estimation Using Ambient Temperature and Relative Humidity Data](https://scholariq.org/papers/hourly-solar-radiation-estimation-using-ambient-temperature-and-relative/)
- [Weather Forecasting Using Photovoltaic System and Neural Network](https://scholariq.org/papers/weather-forecasting-using-photovoltaic-system-and-neural-network/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.