Jie Zhang

Latest

• A Data-driven Method for Adaptive Reserve Requirements Estimation via Probabilistic Net Load Forecasting (Submitted)
• Conditional Aggregated Probabilistic Load Forecasting based on Deep Spatio-temporal Analysis (Submitted)
• Multi-Distribution Ensemble Probabilistic Wind Power Forecasting
• Advanced Machine Learning Applications to the Modern Power Systems
• Factoring Behind-the-Meter Solar into Load Forecasting: Case Studies under Extreme Weather
• Conditional Aggregated Probabilistic Wind Power Forecasting Based on Spatio-Temporal Correlation
• Reinforced Deterministic and Probabilistic Load Forecasting via Q-Learning Dynamic Model Selection
• Aggregated Probabilistic Wind Power Forecasting Based on Spatio-Temporal Correlation
• A Two-Step Short-Term Probabilistic Wind Forecasting Methodology Based on Predictive Distribution Optimization
• Characterizing Forecastability of Wind Sites in the United States
• Probabilistic Short-term Wind Forecasting Based on Pinball Loss Optimization
• Grid Optimization of Shared Energy Storage Among Wind Farms Based on Wind Forecasting
• Break-even Analysis of Battery Energy Storage in Building Considering Time-of-Use Rates (Best Paper Award)