Fate whispers to the warrior,
'You cannot withstand the storm.'
The warrior whispers back,
'I am the storm.'
WORKING PAPERS
W. Choi, H. Kim, and D. Lee, "Fair Generator Interconnection Cost Allocation Algorithm Based on the Stochastic Cooperative Game Theory for Renewable Energy Resources," IEEE Transactions on Power Systems
Y. Cho, D. Lee, and R. Baldick, "Wind Power Scenario Generation Based on the Generalized Dynamic Factor Model and 3D-Deep Convolutional Generative Adversarial Network," IEEE Transactions on Power Systems
PUBLICATIONS: Transactions
H. Kim, K. Ye, D. Lee, and N. Lu, "A Contextually Supervised Optimization-Based HVAC Load Disaggregation Methodology," IEEE Transactions on Sustainable Energy, vol. 15, no. 4, pp. 3852-3863, July 2024, doi: 10.1109/TSTE.2024.10440142.
B. Oh, S. Kim, and D. Lee, "Wind Power Scenario Synthesis With Smoothing Effect Through Spectral Decomposition and Its Application to Flexible Resource Adequacy," IEEE Transactions on Sustainable Energy, vol. 14, no. 1, pp. 123-134, Jan. 2023, doi: 10.1109/TSTE.2022.3225272.
Y.-H. Cho, J.-G. Chae, and D. Lee, "Similarity-Based Optimization Framework for Curtailment Service Providers Through Collaborative Filtering and Generalized Dynamic Factor Model," IEEE Transactions on Smart Grid, vol. 14, no. 1, pp. 567-578, Jan. 2023, doi: 10.1109/TSG.2022.3204797.
H. Kim and D. Lee, "Probabilistic Solar Power Forecasting Based on Bivariate Conditional Solar Irradiation Distributions," IEEE Transactions on Sustainable Energy, vol. 12, no. 4, pp. 2123-2134, Oct. 2021, doi: 10.1109/TSTE.2021.3077001.
S. Han, D. Lee, and J.-B. Park, "Optimal Bidding and Operation Strategies for EV Aggregators by Regrouping Aggregated EV Batteries," IEEE Transactions on Smart Grid, vol. 11, no. 6, pp. 5140-5151, Nov. 2020, doi: 10.1109/TSG.2020.2999887.
D. Lee, H. Shin, and R. Baldick, "Bivariate Probabilistic Wind Power and Real-Time Price Forecasting and Their Applications to Wind Power Bidding Strategy Development," IEEE Transactions on Power Systems, vol. 33, no. 3, pp. 3255-3265, May 2018, doi: 10.1109/TPWRS.2018.2830785.
H. Shin, D. Lee, and R. Baldick, "An Offer Strategy for Wind Power Producers That Considers the Correlation Between Wind Power and Real-Time Electricity Prices," IEEE Transactions on Sustainable Energy, vol. 9, no. 2, pp. 876-887, April 2018, doi: 10.1109/TSTE.2017.2757501.
D. Lee and R. Baldick, "Load and Wind Power Scenario Generation Through the Generalized Dynamic Factor Model," IEEE Transactions on Power Systems, vol. 31, no. 2, pp. 1495-1505, March 2016, doi: 10.1109/TPWRS.2016.2562718.
H. Chavez, D. Lee, and R. Baldick, "CPS1-Compliant Regulation Using a PSD Analysis of Wind Expansion in a Single Balancing Authority," IEEE Transactions on Sustainable Energy, vol. 6, no. 3, pp. 976-983, July 2015, doi: 10.1109/TSTE.2015.2417311.
D. Lee and R. Baldick, "Future Wind Power Scenario Synthesis Through Power Spectral Density Analysis," IEEE Transactions on Smart Grid, vol. 5, no. 1, pp. 490-500, Jan. 2014, doi: 10.1109/TSG.2013.2280650.
D. Lee and R. Baldick, "Short-Term Wind Power Ensemble Prediction Based on Gaussian Processes and Neural Networks," IEEE Transactions on Smart Grid, vol. 5, no. 2, pp. 501-510, March 2014, doi: 10.1109/TSG.2013.2280649.
D. Lee, J. Kim, and R. Baldick, "Stochastic Optimal Control of the Storage System to Limit Ramp Rates of Wind Power Output," IEEE Transactions on Smart Grid, vol. 5, no. 4, pp. 1928-1935, July 2014, doi: 10.1109/TSG.2013.2285524.