Concepedia

A novel multi-gradient evolutionary deep learning approach for few-shot wind power prediction using time-series GAN

Anbo Meng, Hai‐Tao Zhang, Hao Yin, Zikang Xian, Shu Chen, Zibin Zhu, Zheng Zhang, Jiayu Rong, Chen Li, Chenen Wang,

Energy · 2023 · 43 citations · 48 references

Concepts

ComputingMeteorologyMachine LearningTime Series AnalysisWeather ForecastingDeep LearningForecasting For Renewable GenerationGenerative ModelingWind Energy SystemsWind ForecastingWind Turbine TechnologyDeep Learning For Wind ForecastingMachine Learning For Wind ForecastingWind Load PredictionWind Power ForecastingWind Speed Prediction

References

48

Generative Adversarial Networks

arXiv (Cornell University) · 2014 · 4.6K citations · Full text

Computing, Computer Science, Computer Graphics +10

Wind speed forecasting based on the hybrid ensemble empirical mode decomposition and GA-BP neural network method

Shouxiang Wang, Na Zhang, Lei Wu et al. · Renewable Energy · 2016 · 674 citations

Natural Sciences, Earth Sciences, Meteorology +14

Model-Free Renewable Scenario Generation Using Generative Adversarial Networks

Yize Chen, Yishen Wang, Daniel S. Kirschen et al. · IEEE Transactions on Power Systems · 2018 · 653 citations

Computing, Data Science, Machine Learning +14

Time-series Generative Adversarial Networks

Jinsung Yoon, Daniel Jarrett, Mihaela van der Schaar · Neural Information Processing Systems · 2019 · 517 citations

Computing, Computer Science, Machine Learning +13

Enhancing particle swarm optimization using generalized opposition-based learning

Hui Wang, Zhijian Wu, Shahryar Rahnamayan et al. · Information Sciences · 2011 · 473 citations

Computing, Computer Science, Artificial Intelligence +8