Arnold, Daniel

1. Linear Single- and Three-Phase Voltage Forecasting and Bayesian State\n Estimation with Limited Sensing
   2018/06/15 by Roel Dobbe, Werner van Westering, Dobbe, Roel +9 · 1 citation
   Computer Science · Engineering · #Data Analysis #Energy Load and Power Forecasting #FOS: Electrical engineering #FOS: Mathematics #FOS: Physical sciences #Image and Signal Denoising Methods #Optimization and Control (math.OC) #Statistics and Probability (physics.data-an) #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #electronic engineering #information engineering
2. Towards Distributed Energy Services: Decentralizing Optimal Power Flow with Machine Learning
   2018/06/14 by Roel Dobbe, Dobbe, Roel, Oscar Sondermeijer +9 · 1 citation
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimal Power Flow Distribution #Optimization and Control (math.OC) #Power System Optimization and Stability #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Deep Reinforcement Learning for DER Cyber-Attack Mitigation
   2020/09/28 by Roberts, Ciaran, Ngo, Sy-Toan, Milesi, Alexandre +7 · 1 citation
   #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
4. SAVER: Safe Learning-Based Controller for Real-Time Voltage Regulation
   2021/11/30 by Chen, Yize, Shi, Yuanyuan, Arnold, Daniel +1 · 1 citation
   #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Adam-based Augmented Random Search for Control Policies for Distributed Energy Resource Cyber Attack Mitigation
   2022/01/27 by Arnold, Daniel, Ngo, Sy-Toan, Roberts, Ciaran +3 · 1 citation
   #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Complex-Value Spatio-temporal Graph Convolutional Neural Networks and its Applications to Electric Power Systems AI
   2022/08/17 by Tong Wu, Wu, Tong, Anna Scaglione +3 · 2 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
7. Constrained Reinforcement Learning for Predictive Control in Real-Time Stochastic Dynamic Optimal Power Flow
   2023/02/21 by Tong Wu, Wu, Tong, Anna Scaglione +3 · 1 citation
   Engineering · #FOS: Electrical engineering #Optimal Power Flow Distribution #Power System Optimization and Stability #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering