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Pregled bibliografske jedinice broj: 767699

Nonlinear Model Predictive Control for Energy Efficient Housing with Modern Construction Materials


Novoselnik, Branimir; Ćesić, Josip; Baotić, Mato; Petrović, Ivan
Nonlinear Model Predictive Control for Energy Efficient Housing with Modern Construction Materials // 2015 IEEE Sensors Applications Symposium (SAS) Proceedings
Piscataway, NJ, SAD: IEEE, 2015. str. 266-271 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


CROSBI ID: 767699 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Nonlinear Model Predictive Control for Energy Efficient Housing with Modern Construction Materials

Autori
Novoselnik, Branimir ; Ćesić, Josip ; Baotić, Mato ; Petrović, Ivan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
2015 IEEE Sensors Applications Symposium (SAS) Proceedings / - Piscataway, NJ, SAD : IEEE, 2015, 266-271

ISBN
978-1-4799-6116-0

Skup
2015 IEEE Sensors Applications Symposium

Mjesto i datum
Zadar, Hrvatska, 13-15.04.2015

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
nonlinear model predictive control ; energy efficency ; phase change material ; MILP
(nonlinear model predictive control ; energy efficency ; phase change material ; nonlinear model predictive control ; energy efficency ; phase change material ; MILP)

Sažetak
The reduction of energy consumption in residential buildings and houses represents a major societal and environmental challenge. A huge portion of energy consumption in houses and buildings goes towards comfort control - heating, ventilation and air conditioning. Modern architecture tackles these problems by considering (i) passive exploitation of solar energy and (ii) use of special construction materials that often have quite complex characteristics. Therefore, a smart energy management control system should be able to take both of these considerations into account. This paper proposes a model predictive control (MPC) strategy for energy efficient management of heating and cooling of a house that can cope with the nonlinearities in the system induced by the use of modern construction materials. Furthermore, the proposed controller takes into account the weather forecast information, in particular the prediction of solar irradiance and air temperature. The nonlinear behavior of the system is approximated by a piecewise affine model and further incorporated into the mixed logical dynamical framework. The performance of the proposed nonlinear MPC is demonstrated in simulation experiments, which show applicability and usefulness of the MPC algorithm for energy management.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo, Temeljne tehničke znanosti



POVEZANOST RADA


Projekti:
EK-FP7-285939 - Centre of Research Excellence for Advanced Cooperative Systems (ACROSS) (EK - FP7-REGPOT-2011-1) ( POIROT)

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Branimir Novoselnik (autor)

Avatar Url Mato Baotić (autor)

Avatar Url Josip Ćesić (autor)

Avatar Url Ivan Petrović (autor)

Citiraj ovu publikaciju

Novoselnik, Branimir; Ćesić, Josip; Baotić, Mato; Petrović, Ivan
Nonlinear Model Predictive Control for Energy Efficient Housing with Modern Construction Materials // 2015 IEEE Sensors Applications Symposium (SAS) Proceedings
Piscataway, NJ, SAD: IEEE, 2015. str. 266-271 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Novoselnik, B., Ćesić, J., Baotić, M. & Petrović, I. (2015) Nonlinear Model Predictive Control for Energy Efficient Housing with Modern Construction Materials. U: 2015 IEEE Sensors Applications Symposium (SAS) Proceedings.
@article{article, year = {2015}, pages = {266-271}, keywords = {nonlinear model predictive control, energy efficency, phase change material, MILP}, isbn = {978-1-4799-6116-0}, title = {Nonlinear Model Predictive Control for Energy Efficient Housing with Modern Construction Materials}, keyword = {nonlinear model predictive control, energy efficency, phase change material, MILP}, publisher = {IEEE}, publisherplace = {Zadar, Hrvatska} }
@article{article, year = {2015}, pages = {266-271}, keywords = {nonlinear model predictive control, energy efficency, phase change material, nonlinear model predictive control, energy efficency, phase change material, MILP}, isbn = {978-1-4799-6116-0}, title = {Nonlinear Model Predictive Control for Energy Efficient Housing with Modern Construction Materials}, keyword = {nonlinear model predictive control, energy efficency, phase change material, nonlinear model predictive control, energy efficency, phase change material, MILP}, publisher = {IEEE}, publisherplace = {Zadar, Hrvatska} }




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