Challenges of implementing economic model predictive control strategy for buildings interacting with smart energy systems
Yi Zong
Applied Thermal Engineering
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USE OF SIMULATION FOR THE VALIDATION OF A MODEL PREDICTIVE CONTROL STRATEGY FOR ENERGY MANAGEMENT IN BUILDINGS
Patrick Béguery
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Artificial Neural Networks for Building Modeling in Model Predictive Controls: Analysis of the Issues Related to Unlocking Energy Flexibility
Fabio Polonara
TECNICA ITALIANA-Italian Journal of Engineering Science, 2020
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Model predictive control for energy management in buildings Part 2: Distributed Model Predictive Control
Patrick Béguery
2012
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Model predictive control technique for energy optimization in residential sector
Radu Godina
2016 IEEE 16th International Conference on Environment and Electrical Engineering (EEEIC), 2016
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Methodology for Deploying Model Based Control Concepts for Load Shaping in the Non-Residential Building Sector
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Self-Learning Control Algorithms for Energy Systems Integration in the Residential Building Sector
Adamantios Bampoulas
2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 2019
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Development and First Testing of a Framework for Predictive Energy Control of Underground Stations
Alberto Giretti
Proceedings of the 31st International Symposium on Automation and Robotics in Construction and Mining (ISARC), 2014
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Energy Management-Based Predictive Controller for a Smart Building Powered by Renewable Energy
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Sustainability
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Validation of a building simulation tool for predictive control in energy management systems
Amar Seeam
2015
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Predictive control strategies based on weather forecast in buildings with energy storage system: A review of the state-of-the art
Fariborz Haghighat
Energy and Buildings
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Configurations of model predictive control to exploit energy flexibility in building thermal loads
Jaume Salom
2018 IEEE Conference on Decision and Control (CDC), 2018
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Model predictive control of building energy systems with balanced model reduction
Timothy Salsbury
2012 American Control Conference (ACC), 2012
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Model Predictive Control for Efficient Management of Energy Resources in Smart Buildings
francesco simmini
Energies, 2021
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Implementation of predictive control in a commercial building energy management system using neural networks
Miquel Casals
Energy and Buildings
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Model predictive control of a thermally activated building system to improve energy management of an experimental building: Part II - Potential of predictive strategy
Alain Sempey
Energy and Buildings
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A Two-Level Model Predictive Control-Based Approach for Building Energy Management including Photovoltaics, Energy Storage, Solar Forecasting and Building Loads
Kenneth Loparo
Energies, 2022
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Energy Savings Using Predictive Controllers Applied to HVAC Systems
Roberto Freire
International Energy Agency, Annex, 2007
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Predictive control methods to improve energy efficiency and reduce demand in buildings
Timothy Salsbury
Computers & Chemical Engineering, 2013
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Energy Management in Buildings: Lessons Learnt for Modeling and Advanced Control Design
soroush rastegarpour
Frontiers in Energy Research, 2022
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Performance Assessment of Data-Driven and Physical-Based Models to Predict Building Energy Demand in Model Predictive Controls
Fabio Polonara
Energies, 2020
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A Demand Response Implementation in Tertiary Buildings Through Model Predictive Control
MASSIMO LA SCALA
IEEE Transactions on Industry Applications, 2019
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Model-Based Predictive Control for building energy management. I: Energy modeling and optimal control
Rafael Chavez
Energy and Buildings, 2016
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Predictive Energy Management of a Building-Integrated Microgrid: A Case Study
Tejaswinee Darure
Energies, 2024
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Adaptive prediction model accuracy in the control of residential energy resources
Michiel Houwing, Hans Hellendoorn
2008 IEEE International Conference on Control Applications, 2008
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An integrated model predictive control approach for optimal HVAC and energy storage operation in large-scale buildings
Gianni Bianchini
Applied Energy, 2019
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Model Predictive Control Home Energy Management and Optimization Strategy with Demand Response
Radu Godina
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Applying Machine Learning to Automate Calibration for Model Predictive Control of Building Energy Systems
Thomas Storek
Building Simulation Conference proceedings
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Experimental demonstration of data predictive control for energy optimization and thermal comfort in buildings
Benjamin Huber
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