Ensemble-Based Uncertainty Quantification for Coordination and Control of Thermostatically Controlled Loads

August 1, 2017

Journal Article

Ensemble-Based Uncertainty Quantification for Coordination and Control of Thermostatically Controlled Loads

Abstract

This paper presents a general uncertainty quantification (UQ) framework that provides a systematic analysis of the uncertainty involved in the modeling of a control system, and helps to improve the performance of a control strategy.

Revised: January 25, 2021 | Published: August 1, 2017

Citation

Li W., J. Lian, D.W. Engel, and H. Wang. 2017. Ensemble-Based Uncertainty Quantification for Coordination and Control of Thermostatically Controlled Loads. Journal of Control and Decision 5, no. 2:148-168. PNNL-SA-123683. doi:10.1080/23307706.2017.1353931