Data-Driven Predictive Control of Building Energy Consumption under the IoT Architecture

Cloud-based implementation of white-box model predictive control for a GEOTABS office building: A field test demonstration

(2020) Ján Drgoňa et al.   JOURNAL OF PROCESS CONTROL

All you need to know about model predictive control for buildings

(2020) Ján Drgoňa et al.   ANNUAL REVIEWS IN CONTROL

The Green Internet of Things (G-IoT)

(2019) Fadi Al-Turjman et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

IoT Big Data Analytics

(2019) Salimur Choudhury et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

An Active Network-Based Open Framework for IoT

(2019) Mahwish Amjad et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

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

(2018) Francesco Smarra et al.   APPLIED ENERGY

Approximate model predictive building control via machine learning

(2018) Ján Drgoňa et al.   APPLIED ENERGY

Implementation of predictive control in a commercial building energy management system using neural networks

(2017) Marcel Macarulla et al.   ENERGY AND BUILDINGS

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

(2017) Abdul Afram et al.   ENERGY AND BUILDINGS

Embedded IoT Systems: Network, Platform, and Software

(2017) Jeongyeup Paek et al.   Mobile Information Systems

Model-based energy efficient control applied to an office building

(2014) Zdeněk Váňa et al.   JOURNAL OF PROCESS CONTROL

Neural networks based predictive control for thermal comfort and energy savings in public buildings

(2012) P.M. Ferreira et al.   ENERGY AND BUILDINGS

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

(2011) Jan Široký et al.   APPLIED ENERGY

Use of model predictive control and weather forecasts for energy efficient building climate control

(2011) Frauke Oldewurtel et al.   ENERGY AND BUILDINGS

Model Predictive Control for the Operation of Building Cooling Systems

(2011) Yudong Ma et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

USE of the ANOVA approach for sensitive building energy design

(2010) Houcem Eddine Mechri et al.   APPLIED ENERGY

Behavior and Energy Policy

(2010) H. Allcott et al.   SCIENCE