CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management

1 code implementation • 18 Dec 2020 • Jose R Vazquez-Canteli, Sourav Dey, Gregor Henze, Zoltan Nagy

Rapid urbanization, increasing integration of distributed renewable energy resources, energy storage, and electric vehicles introduce new challenges for the power grid.

energy management Management +3

Energy Prediction using Spatiotemporal Pattern Networks

no code implementations • 3 Feb 2017 • Zhanhong Jiang, Chao Liu, Adedotun Akintayo, Gregor Henze, Soumik Sarkar

This paper presents a novel data-driven technique based on the spatiotemporal pattern network (STPN) for energy/power prediction for complex dynamical systems.