Predictive controllers for thermal comfort optimization and energy savings

被引:270
|
作者
Freire, Roberto Z. [1 ]
Oliveira, Gustavo H. C. [2 ]
Mendes, Nathan [3 ]
机构
[1] Pontif Catholic Univ Parana, BR-80215901 Curitiba, Parana, Brazil
[2] Pontif Catholic Univ Parana, Ind & Syst Engn Grad Program PPGEPS, BR-80215901 Curitiba, Parana, Brazil
[3] Pontif Catholic Univ Parana, Thermal Syst Lab, BR-80215901 Curitiba, Parana, Brazil
关键词
predictive control; thermal comfort; energy saving; HVAC systems;
D O I
10.1016/j.enbuild.2007.12.007
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The present work is focused on the study of indoor thermal comfort control problem in buildings equipped with HVAC (heating, ventilation and air conditioning) systems. The occupants' thermal comfort sensation is addressed here by the well-known comfort index known as PMV (predicted mean vote) and by a comfort zone defined in a psychrometric chart. In this context, different strategies for the control algorithms are proposed by using an only-one-actuator system that can be associated to a cooling and/or heating system. The first set of strategies is related to the thermal comfort optimization and the second one includes energy consumption minimization, while maintaining the indoor thermal comfort criterion at an adequate level. The methods are based on the model predictive control scheme and simulation results are presented for two case studies. The results validate the proposed methodology in terms of both thermal comfort and energy savings. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:1353 / 1365
页数:13
相关论文
共 50 条
  • [31] Application of predictive control algorithms for thermal comfort and energy saving in the classroom
    Nowak, Mariusz
    Urbaniak, Andrzej
    PROCEEDINGS OF THE 2016 17TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC), 2016, : 527 - 532
  • [32] Comfort and energy savings with active green roofs
    La Roche, Pablo
    Berardi, Umberto
    ENERGY AND BUILDINGS, 2014, 82 : 492 - 504
  • [33] Optimization of thermal insulation to achieve energy savings in low energy house (refurbishment)
    Bojic, Milorad
    Miletic, Marko
    Bojic, Ljubisa
    ENERGY CONVERSION AND MANAGEMENT, 2014, 84 : 681 - 690
  • [34] A practical approach to individual thermal comfort and energy optimization problem
    Ari, S.
    Wilcoxen, P.
    Khalifa, H. E.
    Dannenhoffer, J. F.
    Isik, C.
    2008 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1 AND 2, 2008, : 330 - 335
  • [35] Simulation-based model predictive control by the multi-objective optimization of building energy performance and thermal comfort
    Ascione, Fabrizio
    Bianco, Nicola
    De Stasio, Claudio
    Mauro, Gerardo Maria
    Vanoli, Giuseppe Peter
    ENERGY AND BUILDINGS, 2016, 111 : 131 - 144
  • [36] Performance analysis of light shelves in providing visual and thermal comfort and energy savings in residential buildings
    Amir Ebrahimi-Moghadam
    Paria Ildarabadi
    Karim Aliakbari
    Ahmad Arabkoohsar
    Faramarz Fadaee
    Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2020, 42
  • [37] Predictive-Flow-Queue-Based Energy Optimization for Gigabit Ethernet Controllers
    Jung, Hwisung
    Hwang, Andy
    Pedram, Massoud
    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2009, 17 (08) : 1113 - 1126
  • [38] Strategies for Thermal Comfort Improvement and Energy Savings in existing Office Buildings using Occupant Feedback
    Shetty, Sindhu S.
    Hoang Duc Chinh
    Panda, S. K.
    2015 IEEE INTERNATIONAL CONFERENCE ON BUILDING ENERGY EFFICIENCY AND SUSTAINABLE TECHNOLOGIES (ICBEST), 2015, : 23 - 27
  • [39] The Effects of Green Roofs on Outdoor Thermal Comfort, Urban Heat Island Mitigation and Energy Savings
    Mutani, Guglielmina
    Todeschi, Valeria
    ATMOSPHERE, 2020, 11 (02)
  • [40] Performance analysis of light shelves in providing visual and thermal comfort and energy savings in residential buildings
    Ebrahimi-Moghadam, Amir
    Ildarabadi, Paria
    Aliakbari, Karim
    Arabkoohsar, Ahmad
    Fadaee, Faramarz
    JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2020, 42 (09)