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

This work presents a literature review of control methods, with an emphasis on the theory and applications of model predictive control (MPC) for heating, ventilation, and air conditioning (HVAC) systems. Several control methods used for HVAC control are identified from the literature review, and a b...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	Building and environment Ročník 72; s. 343 - 355
Hlavní autori:	Afram, Abdul, Janabi-Sharifi, Farrokh
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Kidlington Elsevier Ltd 01.02.2014 Elsevier
Predmet:	Applications Applied sciences Building technical equipments Buildings Buildings. Public works Comparison Computation methods. Tables. Charts Energy management and energy conservation in building Environmental engineering Exact sciences and technology HVAC control review Model predictive control (MPC) Structural analysis. Stresses Theory Model predictive control (MPC) HVAC control review Applications Performance Theory Comparison Performance evaluation Theoretical study Climatic engineering Modeling Experimental result Classification Heating ventilation and air conditioning Application Comparative study Predictive control
ISSN:	0360-1323, 1873-684X
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Popis
Shrnutí:	This work presents a literature review of control methods, with an emphasis on the theory and applications of model predictive control (MPC) for heating, ventilation, and air conditioning (HVAC) systems. Several control methods used for HVAC control are identified from the literature review, and a brief survey of each method is presented. Next, the performance of MPC is compared with that of other control approaches. Factors affecting MPC performance (including control configuration, process type, model, optimization technique, prediction horizon, control horizon, constraints, and cost function) are elaborated using specific examples from the literature. The gaps in MPC research are identified, and future directions are highlighted. •Reviewed the major HVAC control techniques reported in the recent literature.•Model predictive control (MPC) is reviewed in detail.•Compared the classical, hard, soft and hybrid control techniques with MPC.•Focused on the factors affecting the MPC performance with examples from literature.
ISSN:	0360-1323 1873-684X
DOI:	10.1016/j.buildenv.2013.11.016