Adaptive-predictive control strategy for HVAC systems in smart buildings – A review

An internet of things upgrade for smart and scalable heating, ventilation and air-conditioning control in commercial buildings

(2019) Ethan Png et al.   APPLIED ENERGY

Intelligent adaptive automation: A framework for an activity-driven and user-centered building automation

(2019) Simin Ahmadi-Karvigh et al.   ENERGY AND BUILDINGS

Indoor thermal environment optimal control for thermal comfort and energy saving based on online monitoring of thermal sensation

(2019) Wei Li et al.   ENERGY AND BUILDINGS

A predictive control strategy for optimal management of peak load, thermal comfort, energy storage and renewables in multi-zone buildings

(2019) Emrah Biyik et al.   Journal of Building Engineering

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

(2019) Shiyu Yang et al.   BUILDING AND ENVIRONMENT

Approximate model predictive building control via machine learning

(2018) Ján Drgoňa et al.   APPLIED ENERGY

Adaptive-model predictive control of electronic expansion valves with adjustable setpoint for evaporator superheat minimization

(2018) Mehari Tesfay et al.   BUILDING AND ENVIRONMENT

Review of Control Techniques for HVAC Systems—Nonlinearity Approaches Based on Fuzzy Cognitive Maps

(2018) Farinaz Behrooz et al.   Energies

Model Predictive Control (MPC) for Enhancing Building and HVAC System Energy Efficiency: Problem Formulation, Applications and Opportunities

(2018) Gianluca Serale et al.   Energies

Potential energy savings from high-resolution sensor controls for LED lighting

(2018) Erhan E. Dikel et al.   ENERGY AND BUILDINGS

A review of building climate and plant controls, and a survey of industry perspectives

(2018) Mohammad Royapoor et al.   ENERGY AND BUILDINGS

Model predictive control of a thermally activated building system to improve energy management of an experimental building: Part II - Potential of predictive strategy

(2018) H. Viot et al.   ENERGY AND BUILDINGS

Activity-aware HVAC power demand forecasting

(2018) Enric Sala-Cardoso et al.   ENERGY AND BUILDINGS

Energy flexibility of a nearly zero-energy building with weather predictive control on a convective building energy system and evaluated with different metrics

(2018) Mingzhe Liu et al.   APPLIED ENERGY

Model predictive control of a hybrid heat pump system and impact of the prediction horizon on cost-saving potential and optimal storage capacity

(2018) Francesco D'Ettorre et al.   APPLIED THERMAL ENGINEERING

Energy Conservation in an Office Building Using an Enhanced Blind System Control

(2017) Edorta Carrascal-Lekunberri et al.   Energies

An energy-efficient predictive control for HVAC systems applied to tertiary buildings based on regression techniques

(2017) Diana Manjarres et al.   ENERGY AND BUILDINGS

Predictive control strategies based on weather forecast in buildings with energy storage system: A review of the state-of-the art

(2017) Hélène Thieblemont 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

Building Automation and Control Systems and performance optimization: A framework for analysis

(2017) Niccolò Aste et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Design and Implementation of a Cloud Enabled Random Neural Network-Based Decentralized Smart Controller With Intelligent Sensor Nodes for HVAC

(2017) Abbas Javed et al.   IEEE Internet of Things Journal

IoT Considerations, Requirements, and Architectures for Smart Buildings – Energy Optimization and Next Generation Building Management Systems

(2017) Daniel Minoli et al.   IEEE Internet of Things Journal

Application of weather forecast in conjunction with price-based method for PCM solar passive buildings – An experimental study

(2016) Reza Barzin et al.   APPLIED ENERGY

Model-predictive control for non-domestic buildings: a critical review and prospects

(2016) Peter Rockett et al.   BUILDING RESEARCH AND INFORMATION

Optimization of the Heating System Use in Aged Public Buildings via Model Predictive Control

(2016) Edorta Carrascal et al.   Energies

Energy flexibility of residential buildings using short term heat storage in the thermal mass

(2016) J. Le Dréau et al.   ENERGY

Adaptive predictive control of thermo-active building systems (TABS) based on a multiple regression algorithm: First practical test

(2016) Martin Schmelas et al.   ENERGY AND BUILDINGS

Predictive control of residential HVAC and its impact on the grid. Part I: simulation framework and models

(2016) C.D. Corbin et al.   Journal of Building Performance Simulation

Building demand response and control methods for smart grids: A review

(2016) Kui Shan et al.   Science and Technology for the Built Environment

Design optimization and optimal control of grid-connected and standalone nearly/net zero energy buildings

(2015) Yuehong Lu et al.   APPLIED ENERGY

A new model predictive control scheme for energy and cost savings in commercial buildings: An airport terminal building case study

(2015) Hao Huang et al.   BUILDING AND ENVIRONMENT

Control strategies for integration of thermal energy storage into buildings: State-of-the-art review

(2015) Zhun (Jerry) Yu et al.   ENERGY AND BUILDINGS

Building automation and control systems: A case study to evaluate the energy and environmental performances of a lighting control system in offices

(2014) C. Aghemo et al.   AUTOMATION IN CONSTRUCTION

Model Predictive Control of thermal comfort as a benchmark for controller performance

(2014) Ion Hazyuk et al.   AUTOMATION IN CONSTRUCTION

Handling model uncertainty in model predictive control for energy efficient buildings

(2014) M. Maasoumy et al.   ENERGY AND BUILDINGS

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

(2013) Abdul Afram et al.   BUILDING AND ENVIRONMENT

Model predictive HVAC load control in buildings using real-time electricity pricing

(2013) Mesut Avci et al.   ENERGY AND BUILDINGS

Advanced control of heat pumps for improved flexibility of Net-ZEB towards the grid

(2013) Usman Ijaz Dar et al.   ENERGY AND BUILDINGS

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

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

Demand reduction in building energy systems based on economic model predictive control

(2011) Jingran Ma et al.   CHEMICAL ENGINEERING SCIENCE

Optimization of an HVAC system with a strength multi-objective particle-swarm algorithm

(2011) Andrew Kusiak et al.   ENERGY

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

(2011) Frauke Oldewurtel et al.   ENERGY AND BUILDINGS

Supervisory and Optimal Control of Building HVAC Systems: A Review

(2011) Shengwei Wang et al.   HVAC&R RESEARCH

Predictive control of radiant floor heating and solar-source heat pump operation in a solar house

(2011) José A. Candanedo et al.   HVAC&R RESEARCH

Advanced control strategies for heating, ventilation, air-conditioning, and refrigeration systems—An overview: Part I: Hard control

(2011) D. Subbaram Naidu et al.   HVAC&R RESEARCH

Advanced control strategies for HVAC&R systems—An overview: Part II: Soft and fusion control

(2011) D. Subbaram Naidu et al.   HVAC&R RESEARCH

Building temperature regulation using a distributed model predictive control

(2010) Petru-Daniel Moroşan et al.   ENERGY AND BUILDINGS

A roadmap towards intelligent net zero- and positive-energy buildings

(2010) D. Kolokotsa et al.   SOLAR ENERGY

Building-Environment Control With Wireless Sensor and Actuator Networks: Centralized Versus Distributed

(2009) Xianghui Cao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Predictive control techniques for energy and indoor environmental quality management in buildings

(2008) D. Kolokotsa et al.   BUILDING AND ENVIRONMENT

Adaptive optimal control model for building cooling and heating sources

(2008) Yongmin Yan et al.   ENERGY AND BUILDINGS

Advanced control systems engineering for energy and comfort management in a building environment—A review

(2008) A.I. Dounis et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS