AIMC Topic: Wind

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Application of artificial intelligence in solar and wind energy resources: a strategy to deal with environmental pollution.

Environmental science and pollution research international Apr 25, 2023
Environmental pollution has become a significant concern of nations. International organizations, local authorities, and social activists try to achieve sustainable development goals (SDGs) to protect the environment. However, this cannot be achieved...
Renewable Energy Solar Energy Artificial Intelligence Environmental Pollution Wind
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Implementation of hybrid wind speed prediction model based on different data mining and signal processing approaches.

Environmental science and pollution research international Apr 18, 2023
Accurate estimation of wind speed (WS) data, which greatly influences meteorological parameters, plays a vital role in the safe operation and optimization of the power system and water resource management. The study's main aim is to combine artificia...
Neural Networks, Computer Regression Analysis Data Mining Artificial Intelligence Wind
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Prediction of monthly precipitation using various artificial models and comparison with mathematical models.

Environmental science and pollution research international Jan 11, 2023
Precipitation (PP) prediction is an interesting topic in the meteorology or hydrology field since it is directly related to agriculture, the management of water resources in hydrologic basins, and water scarcity. Selecting the right model to predict ...
Neural Networks, Computer Wind Environmental Monitoring Hydrology Models, Theoretical
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A novel hypothesis for how albatrosses optimize their flight physics in real-time: an extremum seeking model and control for dynamic soaring.

Bioinspiration & biomimetics Dec 13, 2022
The albatross optimized flight maneuver-known as dynamic soaring-is nothing but a wonder of biology, physics, and engineering. By utilizing dynamic soaring, this fascinating bird can travel in the desired flight direction almost for free by harvestin...
Wind Robotics Algorithms Flight, Animal Biomimetics
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A gyroscope-free visual-inertial flight control and wind sensing system for 10-mg robots.

Science robotics Nov 23, 2022
Tiny "gnat robots," weighing just a few milligrams, were first conjectured in the 1980s. How to stabilize one if it were to hover like a small insect has not been answered. Challenges include the requirement that sensors be both low mass and high ban...
Wings, Animal Wind Animals Drosophila Flight, Animal Drosophila melanogaster Robotics
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Opportunistic soaring by birds suggests new opportunities for atmospheric energy harvesting by flying robots.

Journal of the Royal Society, Interface Nov 23, 2022
The use of flying robots (drones) is increasing rapidly, but their utility is limited by high power demand, low specific energy storage and poor gust tolerance. By contrast, birds demonstrate long endurance, harvesting atmospheric energy in environme...
Birds Falconiformes Robotics Wind Flight, Animal Animals
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xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning.

Sensors (Basel, Switzerland) Nov 3, 2022
With tracking systems becoming more widespread in sports research and regular training and competitions, more data are available for sports analytics and performance prediction. We analyzed 2523 ski jumps from 205 athletes on five venues. For every j...
Soccer Deep Learning Biomechanical Phenomena Skiing Humans Athletes Wind
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Modeling monthly reference evapotranspiration process in Turkey: application of machine learning methods.

Environmental monitoring and assessment Nov 3, 2022
In this study, the predictive power of three different machine learning (ML)-based approaches, namely, multi-gene genetic programming (MGGP), M5 model trees (M5Tree), and K-nearest neighbor algorithm (KNN), for long-term monthly reference evapotransp...
Environmental Monitoring Meteorology Turkey Machine Learning Wind
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Evaluation of Empirical and Machine Learning Approaches for Estimating Monthly Reference Evapotranspiration with Limited Meteorological Data in the Jialing River Basin, China.

International journal of environmental research and public health Oct 12, 2022
The accurate estimation of reference evapotranspiration () is crucial for water resource management and crop water requirements. This study aims to develop an efficient and accurate model to estimate the monthly in the Jialing River Basin, China. Fo...
Meteorology Rivers Water Wind Machine Learning
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An artificial intelligence reconstruction of global gridded surface winds.

Science bulletin Sep 23, 2022
Wind Artificial Intelligence
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