2 papers
cs.LG2020
Real-time Locational Marginal Price Forecasting Using Generative Adversarial Network
Zhongxia Zhang, Meng Wu
In this paper, we propose a model-free unsupervised learning approach to forecast real-time locational marginal prices (RTLMPs) in wholesale electricity markets. By organizing syst…
cs.LG2020
Predicting Real-Time Locational Marginal Prices: A GAN-Based Video Prediction Approach
Zhongxia Zhang, Meng Wu
In this paper, we propose an unsupervised data-driven approach to predict real-time locational marginal prices (RTLMPs). The proposed approach is built upon a general data structur…