Probabilistic State Forecasting and Optimal Voltage Control in Distribution Grids under Uncertainty

Probabilistic individual load forecasting using pinball loss guided LSTM

Yi Wang, Dahua Gan, Mingyang Sun et al. · Applied Energy · 2018 · 426 citations

Forecasting Methodology, Engineering, Machine Learning +6

Chance-Constrained AC Optimal Power Flow: Reformulations and Efficient Algorithms

Line Roald, Göran Andersson · IEEE Transactions on Power Systems · 2017 · 244 citations · Full text

Power Engineering, Engineering, Smart Grid +13

Robust Data-Driven State Estimation for Smart Grid

Yang Weng, Rohit Negi, Christos Faloutsos et al. · IEEE Transactions on Smart Grid · 2016 · 144 citations

Engineering, Machine Learning, Power Grid Operation +17

A Closed-Loop State Estimation Tool for MV Network Monitoring and Operation

Barry Hayes, J.K. Gruber, Milan Prodanović · IEEE Transactions on Smart Grid · 2014 · 83 citations

Engineering, Power Grid Operation, Network Analysis +22

Embedding based quantile regression neural network for probabilistic load forecasting

Dahua Gan, Yi Wang, Shuo Yang et al. · Journal of Modern Power Systems and Clean Energy · 2018 · 69 citations · Full text