AIMC Topic: Sunlight

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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...
Solar Energy Sunlight Neural Networks, Computer Power Plants
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Green Smart Campus Monitoring and Detection Using LoRa.

Sensors (Basel, Switzerland) Oct 1, 2021
Along with the rapid development of sensing systems and wireless transmission technology, the scope of application of the IoT has substantially increased, and research and innovation that integrate artificial intelligence. This study integrated civil...
Cold Temperature Sunlight Artificial Intelligence Plants Wireless Technology
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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 ...
Neural Networks, Computer Forecasting Sunlight Power Plants Solar Energy
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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...
Sunlight Electric Power Supplies Algorithms Computer Simulation Equipment Design Neural Networks, Computer Temperature Solar Energy
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Polypyrrole-Based Nanorobots Powered by Light and Glucose for Pollutant Degradation in Water.

ACS applied materials & interfaces Mar 31, 2021
Novel photoactive and enzymatically active nanomotors were developed for efficient organic pollutant degradation. The developed preparation route is simple and scalable. Light-absorbing polypyrrole nanoparticles were equipped with a bi-enzyme [glucos...
Pyrroles Sunlight Polymers Glucose Microscopy, Electron, Transmission Spectrophotometry, Ultraviolet Microscopy, Electron, Scanning Water Pollutants, Chemical Robotics
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Accurate surface ultraviolet radiation forecasting for clinical applications with deep neural network.

Scientific reports Mar 3, 2021
Exposure to appropriate doses of UV radiation provides enormously health and medical treatment benefits including psoriasis. Typical hospital-based phototherapy cabinets contain a bunch of artificial lamps, either broad-band (main emission spectrum 2...
Humans Deep Learning Ultraviolet Rays Datasets as Topic Radiation Dosage Psoriasis Benchmarking Heliotherapy Ultraviolet Therapy Radiometry Sunlight
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Self-Regulating Plant Robots: Bioinspired Heliotropism and Nyctinasty.

Soft robotics Jan 28, 2020
Self-regulation (or so-called homeostasis) is a property of all living organisms to maintain an internal stable state through specialized biofeedback mechanisms under varying external and internal conditions. Although these feedback mechanisms in liv...
Plant Leaves Robotics Phototropism Biomimetic Materials Sunlight
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Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction.

PloS one May 31, 2019
Solar energy is a major type of renewable energy, and its estimation is important for decision-makers. This study introduces a new prediction model for solar radiation based on support vector regression (SVR) and the improved particle swarm optimizat...
Solar Energy Humidity Humans Sunlight Wind Regression Analysis Algorithms Support Vector Machine Turkey Forecasting
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Evolving connectionist systems (ECoSs): a new approach for modeling daily reference evapotranspiration (ET).

Environmental monitoring and assessment Aug 14, 2018
Over the last few years, the uses of artificial intelligence techniques (AI) for modeling daily reference evapotranspiration (ET) have become more popular and a considerable amount of models were successfully applied to the problem. Therefore, in the...
Wind Environmental Monitoring Neural Networks, Computer Sunlight Artificial Intelligence Algeria
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A Fuzzy mathematical model to estimate the effects of global warming on the vitality of Laelia purpurata orchids.

Mathematical biosciences Mar 18, 2017
This study aimed to develop a fuzzy mathematical model to estimate the impacts of global warming on the vitality of Laelia purpurata growing in different Brazilian environmental conditions. In order to develop the mathematical model was considered as...
Orchidaceae Fuzzy Logic Darkness Temperature Global Warming Sunlight Brazil Crop Production Humidity
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