Towards more efficient building energy management systems
2012 (English)In: Proceedings - 2012 7th International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2012, IEEE , 2012, 118-125 p.Conference paper (Refereed)
As a first step towards developing efficient building energy management techniques, in this paper, we first study the energy consumption patterns of heating, ventilation and cooling (HVAC) systems across the KTH Royal Institute of Technology campus and we identify some possible areas where energy consumption can be made less wasteful. Later, we describe a test-bed where wireless sensor networks are used to collect data and eventually control the HVAC system in a distributed way. We present some of the data, temperature, humidity, and CO2 measurements, that are collected by the aforementioned network and compare them with the measurements collected by the legacy sensors already in place. In the end we present a preliminary result on modelling the dynamics of the temperature, humidity, and CO2 using the data gather by the sensor network. We check the validity of the model via comparing the out put of the system with measured data. As a future work we identify the possibility of using the models obtained here for model based control, and fault detection and isolation techniques.
Place, publisher, year, edition, pages
IEEE , 2012. 118-125 p.
Carbon dioxide, Climate control, Energy utilization, Three term control systems, Wireless sensor networks
Engineering and Technology
IdentifiersURN: urn:nbn:se:kth:diva-118410DOI: 10.1109/KICSS.2012.21ISI: 000320869400018ScopusID: 2-s2.0-84873444508ISBN: 978-076954861-6OAI: oai:DiVA.org:kth-118410DiVA: diva2:606094
2012 7th International Conference on Knowledge, Information and Creativity Support Systems, KICSS 2012, 8 November 2012 through 10 November 2012, Melbourne, VIC
QC 201302182013-02-182013-02-182013-09-05Bibliographically approved