Contaminant event monitoring in multi-zone buildings using the state-space method

Building and Environment

Volumn 71, Issue , 2014, Pages 140-152

  Michaelides, M P ^a,b   Reppa, V ^b   Christodoulou, M ^b   Panayiotou, C G ^b   Polycarpou, M M ^b  

^a CYPRUS UNIVERSITY OF TECHNOLOGY   (Cyprus)

^b UNIVERSITY OF CYPRUS   (Cyprus)

Author keywords

Adaptive threshold; Contaminant event monitoring; Fault detection; Fault isolation; Multi zone models; State space method

Indexed keywords

ADAPTIVE THRESHOLDS; CONTAMINANT SOURCES; EVENT MONITORING; FAULT DIAGNOSIS TOOLS; FAULT ISOLATION; INDOOR AIR QUALITY; MODEL UNCERTAINTIES; MULTI-ZONE MODELS;

CONTAMINATION; ELECTRIC FAULT CURRENTS; FAULT DETECTION; INDOOR AIR POLLUTION; PATTERN RECOGNITION SYSTEMS; STATE SPACE METHODS; UNCERTAINTY ANALYSIS;

IMPURITIES;

AIR QUALITY; ARCHITECTURAL DESIGN; DETECTION METHOD; INDOOR AIR; MODELING; MONITORING SYSTEM; POLLUTANT TRANSPORT; UNCERTAINTY ANALYSIS;

EID: 84886259859     PISSN: 03601323     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.buildenv.2013.09.019     Document Type: Article

References (31)

1. Braun J. Intelligent building systems-past, present, and future. American control conference, 2007. ACC'07 2007, 4374-4381. IEEE.
2. Lu X., Clements-Croome D., Viljanen M. Past, present and future of mathematical models for buildings. Intel Build Int 2009, 1:23-38. (16).
3. Katipamula S., Brambley M. Methods for fault detection, diagnostics, andprognostics for building systems-A review, part I. HVAC&R Res 2005, 11(1):3-25.
4. Liu X., Zhai Z. Inverse modeling methods for indoor airborne pollutant tracking: literature review and fundamentals. Indoor Air 2007, 17(6):419-438.
5. Sohn M., Sextro R., Gadgil A., Daisey J. Responding to sudden pollutant releases in office buildings: 1. Framework and analysis tools. Indoor Air 2003, 13(3):267-276.
6. Liu X., Zhai Z. Prompt tracking of indoor airborne contaminant source location with probability-based inverse multi-zone modeling. Build Environ 2009, 44(6):1135-1143.
7. Antsaklis P., Michel A. Linear systems 2005, Birkhauser.
8. Axley J. Multi-zone dispersal analysis by element assembly. Build Environ 1989, 24(2):113-130.
9. Blanke M. Diagnosis and fault-tolerant control 2003, Springer Verlag.
10. Chen J., Patton R. Robust model-based fault diagnosis for dynamic systems 1999, Kluwer Academic Publishers.
11. Wang L., Dols W., Chen Q. Using CFD capabilities of CONTAM 3.0 for simulating airflow and contaminant transport in and around buildings. HVAC&R RES 2010, 16(6):749-763.
12. Chen Y., Wen J. Sensor system design for building indoor air protection. Build Environ 2008, 43(7):1278-1285.
13. Feustel H. COMIS-an international multizone air-flow and contaminant transport model. Energy Build 1999, 30(1):3-18.
14. Walton G., Dols W. CONTAM 2.4 user guide and program documentation 2005, 7251. National Institute of Standards and Technology, NISTIR.
15. Negrao C.O. Integration of computational fluid dynamics with building thermal and mass flow simulation. Energy Build 1998, 27(2):155-165.
16. Beausoleil-Morrison I. The adaptive coupling of heat and air flow modelling within dynamic whole-building simulation 2000, University of Strathclyde, Glasgow, [PhD thesis].
17. Calogine D., Boyer H., Ndoumbe S., Rivière C., Miranville F. Identification of parameters in building concentration dispersion model. Indoor Built Environ 2010, 19(2):250-266.
18. Liu X., Zhai Z. Protecting a whole building from critical indoor contamination with optimal sensor network design and source identification methods. Build Environ 2009, 44(11):2276-2283.
19. Sreedharan P., Sohn M., Gadgil A., Nazaroff W. Systems approach to evaluating sensor characteristics for real-time monitoring of high-risk indoor contaminant releases. Atmos Environ 2006, 40(19):3490-3502.
20. Michaelides M., Reppa V., Panayiotou C., Polycarpou M. Contaminant event monitoring in intelligent buildings using a multi-zone formulation. Proceedings of fault detection, supervision and safety of technical processes (SAFEPROCESS) 2012, vol. 8:492-497.
21. Sinden F. Multi-chamber theory of air infiltration. Build Environ 1978, 13(1):21-28.
22. Sandberg M. The multi-chamber theory reconsidered from the viewpoint of air quality studies. Build Environ 1984, 19(4):221-233.
23. Eliades D., Michaelides M., Panayiotou C., Polycarpou M. Security-oriented sensor placement in intelligent buildings. Build Environ 2013, 63(0):114-121.
24. Xu X., Wang S. Asimple time domain calculation method for transient heat transfer models. Energy Build 2008, 40(9):1682-1690.
25. Li M., Wu C., Zhao S., Yang Y. State-space model for airborne particles in multizone indoor environments. Atmos Environ 2008, 42(21):5340-5349.
26. Yan W., Zhang Y., Wang X. Simulation of VOC emissions from building materials by using the state-space method. Build Environ 2009, 44(3):471-478.
27. Wang X., Wang F., Zhao C. Characterizing transportation of indoor gaseous contaminant using the state space method. Build Environ 2010, 45(10):2148-2159.
28. Parker S., Bowman V. State-space methods for calculating concentration dynamics in multizone buildings. Build Environ 2011, 46(8):1567-1577.
29. Zhang X., Polycarpou M.M., Parisini T. Design and analysis of a fault isolation scheme for a class of uncertain nonlinear systems. Ann Rev Control 2008, 32(1):107-121.
30. Farrell J., Polycarpou M. Adaptive approximation based control 2006, Wiley-Interscience.
31. Ioannou P.A., Sun J. Robust adaptive control 1995, Prentice-Hall.