SEPTEMBER 21, 2022 Journal Article Evaluating Performance of Different Generative Adversarial Networks for Large-Scale Building Power Demand Prediction ( Read More )
SEPTEMBER 21, 2022 Journal Article Using a surrogate-assisted Bayesian framework to calibrate the runoff-generation scheme in the Energy Exascale Earth System Model (E3SM) v1 ( Read More )
SEPTEMBER 21, 2022 Journal Article MIRACL Co-Simulation Platform for Control and Operation of Distributed Wind in Microgrid ( Read More )
JULY 8, 2022 Journal Article Differentiable Predictive Control: Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems ( Read More )
JUNE 9, 2022 Journal Article Evaluation of Obstacle Modelling Approaches for Resource Assessment and Small Wind Turbine Siting: Case Study in the Northern Netherlands ( Read More )
APRIL 8, 2022 Conference Paper WinnowML: Stable feature selection for maximizing prediction accuracy of time-based system modeling ( Read More )
APRIL 8, 2022 Conference Paper Scalable Approaches to Selecting Key Entities in Large Networked Infrastructure Systems ( Read More )
APRIL 1, 2022 Journal Article Validation of Wind Resource and Energy Production Simulations for Small Wind Turbines in the United States ( Read More )
FEBRUARY 2, 2022 Journal Article A comparison of infectious disease forecasting methods across locations, diseases, and time ( Read More )
OCTOBER 28, 2021 Journal Article Valuing Wind as a Distributed Energy Resource: A Literature Review ( Read More )
SEPTEMBER 22, 2021 Journal Article Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics ( Read More )
JUNE 11, 2021 Journal Article HAM: Hotspot-Aware Manager for Improving Communications with 3D-Stacked Memory ( Read More )
JANUARY 8, 2021 Journal Article Advancing Offshore Wind Resource Characterization Using Buoy-based Observations ( Read More )
JANUARY 8, 2021 Journal Article Validation of Reanalysis-Based Offshore Wind Resource Characterization Using Lidar Buoy Observations ( Read More )
DECEMBER 16, 2020 Conference Paper Probabilistic Forecasting of Generators Startups and Shutdowns in the MISO System Based on Random Forest ( Read More )
DECEMBER 16, 2020 Conference Paper Spatiotemporal Pattern Recognition in the PMU Signals in the WECC system ( Read More )
DECEMBER 1, 2020 Conference Paper Flexible Reinforcement Learning Framework for Building Control using EnergyPlus-Modelica Energy Models ( Read More )
NOVEMBER 16, 2020 Conference Paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation ( Read More )