Practical implementation and evaluation of model predictive control for an office building in Brussels
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journal
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January 2016 |
Cloud-based implementation of white-box model predictive control for a GEOTABS office building: A field test demonstration
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April 2020 |
Implementation of model predictive control for an HVAC system in a mid-size commercial building
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January 2014 |
Experimental Demonstration of Frequency Regulation by Commercial Buildings—Part II: Results and Performance Evaluation
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July 2018 |
Model-based optimal control of VAV air-conditioning system using genetic algorithm
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August 2000 |
Development, implementation and performance of a model predictive controller for packaged air conditioners in small and medium-sized commercial building applications
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November 2018 |
Hybrid model predictive control of a residential HVAC system with on-site thermal energy generation and storage
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February 2017 |
A first-order thermal model for building design
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January 1994 |
Evaluating the impact of thermostat control strategies on the energy flexibility of residential buildings for space heating
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January 2021 |
Experimental analysis of model predictive control for an energy efficient building heating system
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September 2011 |
Identifying suitable models for the heat dynamics of buildings
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July 2011 |
A new analytical approach for simplified thermal modelling of buildings: Self-Adjusting RC-network model
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October 2016 |
Machine-learning-based model predictive control with instantaneous linearization – A case study on an air-conditioning and mechanical ventilation system
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January 2022 |
IoT Based Architecture for Model Predictive Control of HVAC Systems in Smart Buildings
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January 2020 |
Evaluation of optimal control for active and passive building thermal storage
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February 2004 |
All you need to know about model predictive control for buildings
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January 2020 |
System identification for building thermal systems under the presence of unmeasured disturbances in closed loop operation: Theoretical analysis and application
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May 2018 |
System identification for building thermal systems under the presence of unmeasured disturbances in closed loop operation: Lumped disturbance modeling approach
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October 2016 |
Ten questions concerning model predictive control for energy efficient buildings
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August 2016 |
Experimental Demonstration of Frequency Regulation by Commercial Buildings—Part I: Modeling and Hierarchical Control Design
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journal
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July 2018 |
A practical artificial intelligence-based approach for predictive control in commercial and institutional buildings
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January 2020 |
Optimal HVAC Control as Demand Response with On-site Energy Storage and Generation System
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November 2015 |
Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities
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March 2018 |
An Inferential Model-Based Predictive Control Scheme for Optimizing the Operation of Boilers in Building Space-Heating Systems
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September 2010 |
Neural networks based predictive control for thermal comfort and energy savings in public buildings
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December 2012 |
Reducing Transient and Steady State Electricity Consumption in HVAC Using Learning-Based Model-Predictive Control
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January 2012 |
CasADi: A Symbolic Package for Automatic Differentiation and Optimal Control
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book
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January 2012 |
A model predictive control optimization environment for real-time commercial building application
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May 2013 |
Optimal control of demand flexibility under real-time pricing for heating systems in buildings: A real-life demonstration
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April 2020 |
Experimental Analysis of Model-Based Predictive Optimal Control for Active and Passive Building Thermal Storage Inventory
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April 2005 |
A Demand Response Implementation in Tertiary Buildings Through Model Predictive Control
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November 2019 |
Modeling daylight availability and irradiance components from direct and global irradiance
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journal
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January 1990 |
Development and experimental demonstration of a plug-and-play multiple RTU coordination control algorithm for small/medium commercial buildings
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November 2015 |
A predictive control strategy for optimal management of peak load, thermal comfort, energy storage and renewables in multi-zone buildings
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September 2019 |
Improving optimal control of grid-connected lithium-ion batteries through more accurate battery and degradation modelling
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March 2018 |
Model-predictive control of mixed-mode buildings with rule extraction
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February 2011 |
Model predictive control for buildings: a quantum leap?
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May 2013 |
Trial results from a model predictive control and optimisation system for commercial building HVAC
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April 2014 |
Solar+ Optimizer: A Model Predictive Control Optimization Platform for Grid Responsive Building Microgrids
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June 2020 |
Optimization of HVAC Control System Strategy Using Two-Objective Genetic Algorithm
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July 2005 |
Model predictive control of a building heating system: The first experience
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February 2011 |
Field demonstration and implementation analysis of model predictive control in an office HVAC system
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July 2022 |
Thermal comfort control using a non-linear MPC strategy: A real case of study in a bioclimatic building
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June 2014 |
MPC solution for optimal load shifting for buildings with ON/OFF staged packaged units: Experimental demonstration, and lessons learned
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July 2022 |
Model Predictive Climate Control of a Swiss Office Building: Implementation, Results, and Cost–Benefit Analysis
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January 2016 |
On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming
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April 2005 |