ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4/W1, 97-104, 2016
http://www.isprs-ann-photogramm-remote-sens-spatial-inf-sci.net/IV-4-W1/97/2016/
doi:10.5194/isprs-annals-IV-4-W1-97-2016
 
05 Sep 2016
HETEROGENEOUS SENSOR DATA EXPLORATION AND SUSTAINABLE DECLARATIVE MONITORING ARCHITECTURE: APPLICATION TO SMART BUILDING
S. Servigne1, Y. Gripay1, O. Pinarer1,2, J. Samuel1, A. Ozgovde2, and J. Jay3 1Université de Lyon, CNRS, INSA-Lyon, LIRIS, UMR CNRS 5205, 69621, France
2Galatasaray University, Dept. of Computer Engineering Ciragan Cad. No: 36, 34349, Istanbul, Turkey
3Université de Lyon, CNRS, INSA-Lyon, CETHIL, UMR CNRS 5008, 69621, France
Keywords: Sensor data model, Heterogeneous data integration, Data Cross-Analysis, Data exploration, Monitoring architecture, Energy consumption, Smart Building Abstract. Concerning energy consumption and monitoring architectures, our goal is to develop a sustainable declarative monitoring architecture for lower energy consumption taking into account the monitoring system itself. Our second is to develop theoretical and practical tools to model, explore and exploit heterogeneous data from various sources in order to understand a phenomenon like energy consumption of smart building vs inhabitants' social behaviours. We focus on a generic model for data acquisition campaigns based on the concept of generic sensor. The concept of generic sensor is centered on acquired data and on their inherent multi-dimensional structure, to support complex domain-specific or field-oriented analysis processes. We consider that a methodological breakthrough may pave the way to deep understanding of voluminous and heterogeneous scientific data sets. Our use case concerns energy efficiency of buildings to understand relationship between physical phenomena and user behaviors. The aim of this paper is to give a presentation of our methodology and results concerning architecture and user-centric tools.
Conference paper (PDF, 1880 KB)


Citation: Servigne, S., Gripay, Y., Pinarer, O., Samuel, J., Ozgovde, A., and Jay, J.: HETEROGENEOUS SENSOR DATA EXPLORATION AND SUSTAINABLE DECLARATIVE MONITORING ARCHITECTURE: APPLICATION TO SMART BUILDING, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-4/W1, 97-104, doi:10.5194/isprs-annals-IV-4-W1-97-2016, 2016.

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