Trade-off between minimum number of wireless sensors and the accuracy of temperature profile in cold rooms: a model-based framework

Typeset version

 

TY  - CONF
  - Ma, Ji; Murphy, David; Provan, Gregory; Hayes, Michael; Ó Mathúna, S. Cian
  - 23rd European Conference Forum Bauinformatik 2011, Construction Informatics.
  - Trade-off between minimum number of wireless sensors and the accuracy of temperature profile in cold rooms: a model-based framework
  - 2011
  - September
  - Published
  - 1
  - ()
  - Computational fluid dynamics Wireless sensor networks
  - Cork, Ireland
  - 12-SEP-11
  - 14-SEP-11
  - Evaluation of temperature distribution in cold rooms is an importantconsideration in the design of food storage solutions. Two common approaches used inboth industry and academia to address this question are the deployment of wirelesssensors, and modelling with Computational Fluid Dynamics (CFD). However, for a realworldevaluation of temperature distribution in a cold room, both approaches have theirlimitations. For wireless sensors, it is economically unfeasible to carry out large-scaledeployment (to obtain a high resolution of temperature distribution); while with CFDmodelling, it is usually not accurate enough to get a reliable result. In this paper, wepropose a model-based framework which combines the wireless sensors technique withCFD modelling technique together to achieve a satisfactory trade-off between minimumnumber of wireless sensors and the accuracy of temperature profile in cold rooms. A casestudy is presented to demonstrate the usability of the framework.
  - Science Foundation Ireland
  - Science Foundation Ireland (CSET - Centre for Science, Engineering and Technology, grant 07/CE/I1147)
DA  - 2011/09
ER  - 
@inproceedings{V140460769,
   = {Ma, Ji and  Murphy, David and  Provan, Gregory and  Hayes, Michael and  Ó Mathúna, S. Cian},
   = {23rd European Conference Forum Bauinformatik 2011, Construction Informatics.},
   = {{Trade-off between minimum number of wireless sensors and the accuracy of temperature profile in cold rooms: a model-based framework}},
   = {2011},
   = {September},
   = {Published},
   = {1},
   = {()},
   = {Computational fluid dynamics Wireless sensor networks},
   = {Cork, Ireland},
  month = {Sep},
   = {14-SEP-11},
   = {{Evaluation of temperature distribution in cold rooms is an importantconsideration in the design of food storage solutions. Two common approaches used inboth industry and academia to address this question are the deployment of wirelesssensors, and modelling with Computational Fluid Dynamics (CFD). However, for a realworldevaluation of temperature distribution in a cold room, both approaches have theirlimitations. For wireless sensors, it is economically unfeasible to carry out large-scaledeployment (to obtain a high resolution of temperature distribution); while with CFDmodelling, it is usually not accurate enough to get a reliable result. In this paper, wepropose a model-based framework which combines the wireless sensors technique withCFD modelling technique together to achieve a satisfactory trade-off between minimumnumber of wireless sensors and the accuracy of temperature profile in cold rooms. A casestudy is presented to demonstrate the usability of the framework.}},
   = {Science Foundation Ireland},
   = {Science Foundation Ireland (CSET - Centre for Science, Engineering and Technology, grant 07/CE/I1147)},
  source = {IRIS}
}
AUTHORSMa, Ji; Murphy, David; Provan, Gregory; Hayes, Michael; Ó Mathúna, S. Cian
TITLE23rd European Conference Forum Bauinformatik 2011, Construction Informatics.
PUBLICATION_NAMETrade-off between minimum number of wireless sensors and the accuracy of temperature profile in cold rooms: a model-based framework
YEAR2011
MONTHSeptember
STATUSPublished
PEER_REVIEW1
TIMES_CITED()
SEARCH_KEYWORDComputational fluid dynamics Wireless sensor networks
EDITORS
START_PAGE
END_PAGE
LOCATIONCork, Ireland
START_DATE12-SEP-11
END_DATE14-SEP-11
ABSTRACTEvaluation of temperature distribution in cold rooms is an importantconsideration in the design of food storage solutions. Two common approaches used inboth industry and academia to address this question are the deployment of wirelesssensors, and modelling with Computational Fluid Dynamics (CFD). However, for a realworldevaluation of temperature distribution in a cold room, both approaches have theirlimitations. For wireless sensors, it is economically unfeasible to carry out large-scaledeployment (to obtain a high resolution of temperature distribution); while with CFDmodelling, it is usually not accurate enough to get a reliable result. In this paper, wepropose a model-based framework which combines the wireless sensors technique withCFD modelling technique together to achieve a satisfactory trade-off between minimumnumber of wireless sensors and the accuracy of temperature profile in cold rooms. A casestudy is presented to demonstrate the usability of the framework.
FUNDED_BY
URL
DOI_LINK
FUNDING_BODYScience Foundation Ireland
GRANT_DETAILSScience Foundation Ireland (CSET - Centre for Science, Engineering and Technology, grant 07/CE/I1147)