Model predictive control for integrated control of air-conditioning and mechanical ventilation, lighting and shading systems

A data-driven model predictive control for lighting system based on historical occupancy in an office building: Methodology development

(2020) Yuan Jin et al.   Building Simulation

Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization

(2020) Shiyu Yang et al.   APPLIED ENERGY

Indoor air quality and energy management in buildings using combined moving horizon estimation and model predictive control

(2020) Hari S. Ganesh et al.   Journal of Building Engineering

Model predictive control for thermal energy storage and thermal comfort optimization of building demand response in smart grids

(2019) Rui Tang et al.   APPLIED ENERGY

A model predictive control strategy to optimize the performance of radiant floor heating and cooling systems in office buildings

(2019) Jaewan Joe et al.   APPLIED ENERGY

A model-based dynamic optimization strategy for control of indoor air pollutants

(2019) Hari S. Ganesh et al.   ENERGY AND BUILDINGS

An adaptive robust model predictive control for indoor climate optimization and uncertainties handling in buildings

(2019) Shiyu Yang et al.   BUILDING AND ENVIRONMENT

Experimental study of a model predictive control system for active chilled beam (ACB) air-conditioning system

(2019) Shiyu Yang et al.   ENERGY AND BUILDINGS

Experimental study of model predictive control for an air-conditioning system with dedicated outdoor air system

(2019) Shiyu Yang et al.   APPLIED ENERGY

Data-driven model predictive control using random forests for building energy optimization and climate control

(2018) Francesco Smarra et al.   APPLIED ENERGY

Smart lighting system using ANN-IMC for personalized lighting control and daylight harvesting

(2018) Nandha Kumar Kandasamy et al.   BUILDING AND ENVIRONMENT

A state-space thermal model incorporating humidity and thermal comfort for model predictive control in buildings

(2018) Shiyu Yang et al.   ENERGY AND BUILDINGS

Investigation of an integrated automated blinds and dimmable lighting system for tropical climate in a rotatable testbed facility

(2018) Sushanth Babu et al.   ENERGY AND BUILDINGS

Occupant feedback based model predictive control for thermal comfort and energy optimization: A chamber experimental evaluation

(2016) Xiao Chen et al.   APPLIED ENERGY

A review of human thermal comfort in the built environment

(2015) Ricardo Forgiarini Rupp et al.   ENERGY AND BUILDINGS

Trial results from a model predictive control and optimisation system for commercial building HVAC

(2014) Samuel R. West et al.   ENERGY AND BUILDINGS

A review on optimized control systems for building energy and comfort management of smart sustainable buildings

(2014) Pervez Hameed Shaikh et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review on lighting control technologies in commercial buildings, their performance and affecting factors

(2014) Mohammad Asif ul Haq et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Theory and applications of HVAC control systems – A review of model predictive control (MPC)

(2013) Abdul Afram et al.   BUILDING AND ENVIRONMENT

Saving Building Energy through Advanced Control Strategies

(2013) Stephen Treado et al.   Energies

Achieving better energy-efficient air conditioning – A review of technologies and strategies

(2012) K.J. Chua et al.   APPLIED ENERGY

Optimizing building comfort temperature regulation via model predictive control

(2012) J.D. Álvarez et al.   ENERGY AND BUILDINGS

Building Energy Management: Integrated Control of Active and Passive Heating, Cooling, Lighting, Shading, and Ventilation Systems

(2012) Biao Sun et al.   IEEE Transactions on Automation Science and Engineering

A model predictive control optimization environment for real-time commercial building application

(2012) Charles D. Corbin et al.   Journal of Building Performance Simulation

Experimental analysis of model predictive control for an energy efficient building heating system

(2011) Jan Široký et al.   APPLIED ENERGY

Optimal temperature control of intermittently heated buildings using Model Predictive Control: Part I – Building modeling

(2011) Ion Hazyuk et al.   BUILDING AND ENVIRONMENT

Development of a new model to predict indoor daylighting: Integration in CODYRUN software and validation

(2011) A.H. Fakra et al.   ENERGY CONVERSION AND MANAGEMENT

Simulation-based assessment of the energy savings benefits of integrated control in office buildings

(2009) Eric Shen et al.   Building Simulation

Predictive controllers for thermal comfort optimization and energy savings

(2008) Roberto Z. Freire et al.   ENERGY AND BUILDINGS

Bayesian estimation of visual discomfort

(2007) David Lindelöf et al.   BUILDING RESEARCH AND INFORMATION