Machine Learning · Computer Science
Wind ramp event prediction with parallelized Gradient Boosted Regression Trees
Saurav Gupta, Nitin Anand Shrivastava, Abbas Khosravi, Bijaya Ketan Panigrahi
2016-10-18
Physics and Society · Physics
An Adjustable Chance-Constrained Approach for Flexible Ramping Capacity Allocation
Zhiwen Wang, Chen Shen, Feng Liu, Jianhui Wang +1
2017-12-05
Data Analysis, Statistics and Probability · Physics
A Conditional Model of Wind Power Forecast Errors and Its Application in Scenario Generation
Zhiwen Wang, Chen Shen, Feng Liu
2017-12-05
Signal Processing · Electrical Eng. & Systems
A Data-Driven Uncertainty Quantification Method for Stochastic Economic Dispatch
Xiaoting Wang, Rong-Peng Liu, Xiaozhe Wang, Yunhe Hou +1
2021-09-20
Systems and Control · Electrical Eng. & Systems
Continuous and Distribution-free Probabilistic Wind Power Forecasting: A Conditional Normalizing Flow Approach
Honglin Wen, Pierre Pinson, Jinghuan Ma, Jie Gu +1
2022-07-20
Optimization and Control · Mathematics
Risk-Based Distributionally Robust Optimal Power Flow With Dynamic Line Rating
Cheng Wang, Rui Gao, Feng Qiu, Jianhui Wang +1
2017-12-22
Machine Learning · Statistics
An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind Power
Kostas Hatalis, Shalinee Kishore, Katya Scheinberg, Alberto Lamadrid
2018-03-30
Systems and Control · Electrical Eng. & Systems
Wind power ramp prediction algorithm based on wavelet deep belief network
Zhenhao Tang, Qingyu Meng, Shengxian Cao, Yang Li +2
2022-02-14
Applications · Statistics
Probabilistic computation of wind farm power generation based on wind turbine dynamic modeling
Herman Bayem, Yannick Phulpin, Philippe Dessante, Julien Bect
2008-12-18
Machine Learning · Computer Science
A Direct Classification Approach for Reliable Wind Ramp Event Forecasting under Severe Class Imbalance
Alejandro Morales-Hernández, Fabrizio De Caroa, Gian Marco Paldino, Pascal Tribel +2
2026-03-25
Systems and Control · Electrical Eng. & Systems
Data-Driven Assisted Chance-Constrained Energy and Reserve Scheduling with Wind Curtailment
Xingyu Lei, Zhifang Yang, Junbo Zhao, Juan Yu
2023-04-06
Applications · Statistics
Wind energy forecasting with missing values within a fully conditional specification framework
Honglin Wen, Pierre Pinson, Jie Gu, Zhijian Jin
2023-11-30
Systems and Control · Computer Science
Fleetwide data-enabled reliability improvement of wind turbines
Timothy Verstraeten, Ann Nowe, Jonathan Keller, Yi Guo +2
2019-04-25
Optimization and Control · Mathematics
Risk-Aware Management of Distributed Energy Resources
Yu Zhang, Nikolaos Gatsis, Vassilis Kekatos, Georgios B. Giannakis
2013-05-28