# Comparative Analysis of Advanced Machine Learning Regression Models with Advanced Artificial Intelligence Techniques to Predict Rooftop PV Solar Power Plant Efficiency Using Indoor Solar Panel Parameters

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/comparative-analysis-of-advanced-machine-learning-regression-models-with/

## Facts

| Field | Value |
| --- | --- |
| Author Names | İhsan Levent,Gökhan Şahin,Gültekin Işık,Wilfried van Sark |
| Citations | 23 |
| DOI | 10.3390/app15063320 |
| Fields | Computer Science,Energy,Engineering |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.mdpi.com/2076-3417/15/6/3320/pdf?version=1742301279 |
| OpenAlex ID | https://openalex.org/W4408571208 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Gültekin Işık](https://scholariq.org/researchers/gultekin-is-k/)

## Paper journal

- [Applied Sciences](https://scholariq.org/journals/applied-sciences/)

## Paper primary topic

- [Solar Radiation and Photovoltaics](https://scholariq.org/topics/solar-radiation-and-photovoltaics/)

## Paper topics

- [Solar Radiation and Photovoltaics](https://scholariq.org/topics/solar-radiation-and-photovoltaics/)
- [Energy Load and Power Forecasting](https://scholariq.org/topics/energy-load-and-power-forecasting/)
- [Photovoltaic System Optimization Techniques](https://scholariq.org/topics/photovoltaic-system-optimization-techniques/)

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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.