An encoder–decoder LSTM-based EMPC framework applied to a building HVAC system
Author:
Funder
UC Davis College of Engineering
NREL
Publisher
Elsevier BV
Subject
General Chemical Engineering,General Chemistry
Reference43 articles.
1. TensorFlow: Large-scale machine learning on heterogeneous systems;Abadi,2015
2. Theory and applications of HVAC control systems - a review of model predictive control (MPC);Afram;Build. Environ.,2014
3. Artificial neural network (ANN) based model predictive control (MPC) and optimization of HVAC systems: A state of the art review and case study of a residential HVAC system;Afram;Energy Build.,2017
4. CasADi: A software framework for nonlinear optimization and optimal control;Andersson;Math. Program. Comput.,2019
5. Modeling and optimization of complex building energy systems with deep neural networks.;Chen,2017
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