A recently completed, EPSRC-funded project researched the use of low cost, pervasive sensing to monitor building environmental conditions and occupant interactions as a means to reduce the uncertainties associated with the creation of a building model for refurbishment options and smarter control appraisal. This paper gives a brief introduction to the pervasive sensing system as established within the project and describes its use to enable simulations of the multi-input, multi-output (MIMO) control of a combined heat and power (CHP) unit in a commercial building context. Within the project, data from pervasive sensing was used to calibrate a simulation model of an office building and impose occupant-related inputs at the time step level as a means to reduce modelling uncertainty. The MIMO input parameters considered include space temperatures, heat store temperatures, electricity demand and electricity tariff, while the output parameters include space heat supply, heat stored, electricity utilised locally or exported, and CHP unit fuel use. The simulation model was used to compare performance when the CHP unit is subjected to conventional and MIMO control. It is demonstrated that the pervasive sensing approach enables control that delivers enhanced energy performance.
|Number of pages||7|
|Publication status||Published - 23 Jun 2014|
|Event||Building Simulation and Optimisation (BSO14) - University College London, London, United Kingdom|
Duration: 23 Jun 2014 → 24 Jun 2014
|Conference||Building Simulation and Optimisation (BSO14)|
|Period||23/06/14 → 24/06/14|
- pervasive sensing
- chp systems
- commerical buildings
- MIMO control
- energy performance assessment
Clarke, J., Hand, J., Kim, J. M., Ladha, C., Olivier, P., Roskilly, T., ... Wu, D. (2014). Pervasive sensing as a mechanicsm for the effective control of CHP plant in commerical buildings. 019. Paper presented at Building Simulation and Optimisation (BSO14), London, United Kingdom.