Energy efficient building climate control using Stochastic Model Predictive Control and weather predictions

F. Oldewurtel; A. Parisio; C. N. Jones; M. Morari; D. Gyalistras; M. Gwerder; V. Stauch; B. Lehmann; K. Wirth

doi:10.1109/ACC.2010.5530680

Energy efficient building climate control using Stochastic Model Predictive Control and weather predictions

F. Oldewurtel
, A. Parisio
, C. N. Jones
, M. Morari
, D. Gyalistras
, M. Gwerder
, V. Stauch
, B. Lehmann
, K. Wirth

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	Proceedings of the 2010 American Control Conference
Subtitle of host publication	June 30 2010-July 2 2010
Place of Publication	Piscataway
Publisher	IEEE
Pages	5100-5105
Number of pages	6
ISBN (Print)	978-1-4244-7426-4
DOIs	https://doi.org/10.1109/ACC.2010.5530680
Publication status	Published - 1 Jun 2010

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

air conditioning
bilinear systems
building management systems
climatology
energy conservation
energy consumption
predictive control
probability
space heating
stochastic systems
ventilation
weather forecasting
SMPC strategy
bilinear model
building variant
climate change
control performance
energy efficient building climate control
global final energy use
heating
large-scale simulation
massive energy saving
occupant comfort
probabilistic constraint
stochastic model predictive control
stochastic uncertainty
time varying constraint
weather condition
weather prediction
Actuators
Automatic control
Energy efficiency
Mathematical model
Predictive control
Predictive models
Stochastic processes
Temperature control
Uncertainty
Weather forecasting

Access to Document

10.1109/ACC.2010.5530680

Cite this

Oldewurtel, F., Parisio, A., Jones, C. N., Morari, M., Gyalistras, D., Gwerder, M., Stauch, V., Lehmann, B., & Wirth, K. (2010). Energy efficient building climate control using Stochastic Model Predictive Control and weather predictions. In Proceedings of the 2010 American Control Conference: June 30 2010-July 2 2010 (pp. 5100-5105). IEEE. https://doi.org/10.1109/ACC.2010.5530680

@inproceedings{1e346f69277c442db169166a47acb913,

title = "Energy efficient building climate control using Stochastic Model Predictive Control and weather predictions",

keywords = "air conditioning, bilinear systems, building management systems, climatology, energy conservation, energy consumption, predictive control, probability, space heating, stochastic systems, ventilation, weather forecasting, SMPC strategy, bilinear model, building variant, climate change, control performance, energy efficient building climate control, global final energy use, heating, large-scale simulation, massive energy saving, occupant comfort, probabilistic constraint, stochastic model predictive control, stochastic uncertainty, time varying constraint, weather condition, weather prediction, Actuators, Automatic control, Energy efficiency, Mathematical model, Predictive control, Predictive models, Stochastic processes, Temperature control, Uncertainty, Weather forecasting",

author = "F. Oldewurtel and A. Parisio and Jones, \{C. N.\} and M. Morari and D. Gyalistras and M. Gwerder and V. Stauch and B. Lehmann and K. Wirth",

year = "2010",

month = jun,

day = "1",

doi = "10.1109/ACC.2010.5530680",

language = "English",

isbn = "978-1-4244-7426-4 ",

pages = "5100--5105",

booktitle = "Proceedings of the 2010 American Control Conference",

publisher = "IEEE",

address = "United States",

}

Oldewurtel, F, Parisio, A, Jones, CN, Morari, M, Gyalistras, D, Gwerder, M, Stauch, V, Lehmann, B & Wirth, K 2010, Energy efficient building climate control using Stochastic Model Predictive Control and weather predictions. in Proceedings of the 2010 American Control Conference: June 30 2010-July 2 2010. IEEE, Piscataway, pp. 5100-5105. https://doi.org/10.1109/ACC.2010.5530680

Energy efficient building climate control using Stochastic Model Predictive Control and weather predictions. / Oldewurtel, F.; Parisio, A.; Jones, C. N. et al.
Proceedings of the 2010 American Control Conference: June 30 2010-July 2 2010. Piscataway: IEEE, 2010. p. 5100-5105.

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Energy efficient building climate control using Stochastic Model Predictive Control and weather predictions

AU - Oldewurtel, F.

AU - Parisio, A.

AU - Jones, C. N.

AU - Morari, M.

AU - Gyalistras, D.

AU - Gwerder, M.

AU - Stauch, V.

AU - Lehmann, B.

AU - Wirth, K.

PY - 2010/6/1

Y1 - 2010/6/1

KW - air conditioning

KW - bilinear systems

KW - building management systems

KW - climatology

KW - energy conservation

KW - energy consumption

KW - predictive control

KW - probability

KW - space heating

KW - stochastic systems

KW - ventilation

KW - weather forecasting

KW - SMPC strategy

KW - bilinear model

KW - building variant

KW - climate change

KW - control performance

KW - energy efficient building climate control

KW - global final energy use

KW - heating

KW - large-scale simulation

KW - massive energy saving

KW - occupant comfort

KW - probabilistic constraint

KW - stochastic model predictive control

KW - stochastic uncertainty

KW - time varying constraint

KW - weather condition

KW - weather prediction

KW - Actuators

KW - Automatic control

KW - Energy efficiency

KW - Mathematical model

KW - Predictive control

KW - Predictive models

KW - Stochastic processes

KW - Temperature control

KW - Uncertainty

KW - Weather forecasting

U2 - 10.1109/ACC.2010.5530680

DO - 10.1109/ACC.2010.5530680

M3 - Conference contribution

SN - 978-1-4244-7426-4

SP - 5100

EP - 5105

BT - Proceedings of the 2010 American Control Conference

PB - IEEE

CY - Piscataway

ER -