AIMC Topic: Solar Energy

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A Neural Network Approach for Property Determination of Molecular Solar Cell Candidates.

The journal of physical chemistry. A Mar 4, 2022
The dihydroazulene/vinylheptafulvene (DHA/VHF) photocouple is a promising candidate for molecular solar heat batteries, storing and releasing energy in a closed cycle. Much work has been done on improving the energy storage capacity and the half-life...
Isomerism Solar Energy Machine Learning Neural Networks, Computer
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Solar radiation and solar energy estimation using ANN and Fuzzy logic concept: A comprehensive and systematic study.

Environmental science and pollution research international Feb 17, 2022
To overcome the need of the world for energy consumption, we have to find some better and stable alternate ways of renewable energy with advanced technology. The most readily available source of energy is solar energy but solar energy has nonlinear n...
Solar Energy Fuzzy Logic Linear Models Neural Networks, Computer Algorithms
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Region-Based CNN for Anomaly Detection in PV Power Plants Using Aerial Imagery.

Sensors (Basel, Switzerland) Feb 7, 2022
Today, solar energy is taking an increasing share of the total energy mix. Unfortunately, many operational photovoltaic plants suffer from a plenitude of defects resulting in non-negligible power loss. The latter highly impacts the overall performanc...
Sunlight Power Plants Solar Energy Neural Networks, Computer
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Neural network-based adaptive global sliding mode MPPT controller design for stand-alone photovoltaic systems.

PloS one Jan 20, 2022
The increasing energy demand and the target to reduce environmental pollution make it essential to use efficient and environment-friendly renewable energy systems. One of these systems is the Photovoltaic (PV) system which generates energy subject to...
Electric Power Supplies Renewable Energy Solar Energy Algorithms Equipment Design Computer Simulation Neural Networks, Computer
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Improving generalisation capability of artificial intelligence-based solar radiation estimator models using a bio-inspired optimisation algorithm and multi-model approach.

Environmental science and pollution research international Jan 4, 2022
One way of reducing environmental pollution is to reduce our dependence on fossil fuels by replacing them with solar radiation (Rs), which is one of the main sources of clean and renewable energy. In this study, daily Rs values at seven meteorologica...
Support Vector Machine Solar Energy Algorithms Artificial Intelligence Meteorology
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Comparative optimization of global solar radiation forecasting using machine learning and time series models.

Environmental science and pollution research international Oct 8, 2021
The increasing use of solar energy as a source of renewable energy has led to increasing the interest in photovoltaic (PV) power outputs forecasting. In the meantime, forecasting global solar radiation (GSR) depends heavily on weather conditions, whi...
Solar Energy Time Factors Neural Networks, Computer Forecasting Machine Learning
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Artificial neural network-based output power prediction of grid-connected semitransparent photovoltaic system.

Environmental science and pollution research international Sep 13, 2021
The solar photovoltaic system is an emerging renewable energy resource. The performance of the solar photovoltaic system is predicted based on the historical experimental dataset. In this work, the real-time prediction models are developed for the ou...
Neural Networks, Computer Wind Solar Energy Computer Simulation Renewable Energy
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Intra-Day Solar Power Forecasting Strategy for Managing Virtual Power Plants.

Sensors (Basel, Switzerland) Aug 22, 2021
Solar energy penetration has been on the rise worldwide during the past decade, attracting a growing interest in solar power forecasting over short time horizons. The increasing integration of these resources without accurate power forecasts hinders ...
Sunlight Solar Energy Power Plants Neural Networks, Computer Forecasting
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RBF neural network based backstepping terminal sliding mode MPPT control technique for PV system.

PloS one Apr 8, 2021
The energy demand in the world has increased rapidly in the last few decades. This demand is arising the need for alternative energy resources. Solar energy is the most eminent energy resource which is completely free from pollution and fuel. However...
Electric Power Supplies Sunlight Temperature Solar Energy Algorithms Computer Simulation Neural Networks, Computer Equipment Design
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Solar radiation prediction using boosted decision tree regression model: A case study in Malaysia.

Environmental science and pollution research international Jan 23, 2021
Reliable and accurate prediction model capturing the changes in solar radiation is essential in the power generation and renewable carbon-free energy industry. Malaysia has immense potential to develop such an industry due to its location in the equa...
Neural Networks, Computer Malaysia Solar Energy Decision Trees Algorithms Artificial Intelligence
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