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Journal of the Air & Waste Management Association Volume 52, 2002 - Issue 12
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Technical Paper

Rapidly Locating and Characterizing Pollutant Releases in Buildings

Michael D. Sohn Indoor Environmental Department, Lawrence Berkeley National Laboratory, Berkeley, California, USACorrespondence[email protected]
,
Pamela Reynolds Indoor Environmental Department, Lawrence Berkeley National Laboratory, Berkeley, California, USA
,
Navtej Singh Indoor Environmental Department, Lawrence Berkeley National Laboratory, Berkeley, California, USA
&
Ashok J. Gadgil Indoor Environmental Department, Lawrence Berkeley National Laboratory, Berkeley, California, USA
Pages 1422-1432 | Published online: 27 Dec 2011

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DavidR. Jacques & DavidA. Smith. (2010) A Simplified Building Airflow Model for Agent Concentration Prediction. Journal of Occupational and Environmental Hygiene 7:11, pages 640-650.
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Yun Wei & Tengfei Zhang. 2023. Proceedings of the 10th Chinese Society of Aeronautics and Astronautics Youth Forum. Proceedings of the 10th Chinese Society of Aeronautics and Astronautics Youth Forum 603 610 .
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Liping Pang, Wei Wang, Hongquan Qu, Tao Hu & Yu Zhang. (2013) Approach to identifying a sudden continuous emission pollutant source based on single sensor with noise. Indoor and Built Environment 23:7, pages 955-970.
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Hao Cai, Lingjuan Kong, Xianting Li & Xiaoliang Shao. (2013) A fast model to identify multiple indoor contaminant sources with known releasing time by considering real sensor characteristics. A fast model to identify multiple indoor contaminant sources with known releasing time by considering real sensor characteristics.
Nan Wu, Rui Yang, Hui Zhang & Lifeng Qiao. (2013) Decentralized Inverse Model for Estimating Building Fire Source Location and Intensity. Journal of Thermophysics and Heat Transfer 27:3, pages 563-575.
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Qu Hongquan, Wang Yongjiao, Pang Liping, Chang Haijuan & Zhang Changnian. (2013) Method to Locate Contaminant Source and Estimate Emission Strength. Mathematical Problems in Engineering 2013, pages 1-7.
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Tengfei (Tim) Zhang, Hongzhu Li & Shugang Wang. (2012) Inversely tracking indoor airborne particles to locate their release sources. Atmospheric Environment 55, pages 328-338.
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Massieh Najafi, David M. Auslander, Peter L. Bartlett, Philip Haves & Michael D. Sohn. (2012) Application of machine learning in the fault diagnostics of air handling units. Applied Energy 96, pages 347-358.
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A. C. Rudd, A. G. Robins, J. J. Lepley & S. E. Belcher. (2012) An Inverse Method for Determining Source Characteristics for Emergency Response Applications. Boundary-Layer Meteorology 144:1, pages 1-20.
Crossref
P. Tagade & Han-Lim Choi. (2012) An emulator-based rapid source localization approach in informative sensor planning. An emulator-based rapid source localization approach in informative sensor planning.
Carol A. Brereton & Matthew R. Johnson. (2012) Identifying sources of fugitive emissions in industrial facilities using trajectory statistical methods. Atmospheric Environment 51, pages 46-55.
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Hao Cai, Xian-ting Li, Ling-juan Kong, Xiao-jun Ma & Xiao-liang Shao. (2012) Rapid identification of single constant contaminant source by considering characteristics of real sensors. Journal of Central South University 19:3, pages 593-599.
Crossref
S.T. Parker & V. Bowman. (2011) State-space methods for calculating concentration dynamics in multizone buildings. Building and Environment 46:8, pages 1567-1577.
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Priya Sreedharan, Michael D. Sohn, William W. Nazaroff & Ashok J. Gadgil. (2011) Towards improved characterization of high-risk releases using heterogeneous indoor sensor systems. Building and Environment 46:2, pages 438-447.
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Shaodong Guo, Rui Yang, Hui Zhang & Xin Zhang. (2010) New Inverse Model for Detecting Fire-Source Location and Intensity. Journal of Thermophysics and Heat Transfer 24:4, pages 745-755.
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Hao Cai, Weiding Long, Xianting Li, Lingjuan Kong & Shuang Xiong. (2010) Decision analysis of emergency ventilation and evacuation strategies against suddenly released contaminant indoors by considering the uncertainty of source locations. Journal of Hazardous Materials 178:1-3, pages 101-114.
Crossref
Hao Cai, Weiding Long, Xianting Li & Douglas Barker. (2010) Evaluating emergency ventilation strategies under different contaminant source locations and evacuation modes by efficiency factor of contaminant source (EFCS). Building and Environment 45:2, pages 485-497.
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Victor M. NakanoWilliam J. CroisantJr.Jr. & Dulcy M. Abraham. (2009) Methodology to Assess Building Designs for Protection against Internal Chemical and Biological Threats. Journal of Computing in Civil Engineering 23:1, pages 14-21.
Crossref
Victor M. NakanoWilliam J. CroisantJr.Jr., Fred L. ManneringDulcy M. Abraham. (2008) Assessment of Emergency Room Designs for Protection against an Internal Chemical Threat. Journal of Performance of Constructed Facilities 22:5, pages 323-332.
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Ashok Gadgil, Michael Sohn & Priya Sreedharan. 2008. Air Pollution Modeling and Its Application XIX. Air Pollution Modeling and Its Application XIX 263 277 .
Shawn Martin & Sean McKenna. (2007) Predicting building contamination using machine learning. Predicting building contamination using machine learning.
Priya Sreedharan, Michael D. Sohn, William W Nazaroff & Ashok J. Gadgil. (2007) Influence of indoor transport and mixing time scales on the performance of sensor systems for characterizing contaminant releases. Atmospheric Environment 41:40, pages 9530-9542.
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T. F. Zhang & Q. Chen. (2007) Identification of contaminant sources in enclosed environments by inverse CFD modeling. Indoor Air 17:3, pages 167-177.
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Andrew Keats, Eugene Yee & Fue-Sang Lien. (2007) Bayesian inference for source determination with applications to a complex urban environment. Atmospheric Environment 41:3, pages 465-479.
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K.W. Mui, L.T. Wong & W.L. Ho. (2006) Evaluation on sampling point densities for assessing indoor air quality. Building and Environment 41:11, pages 1515-1521.
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Priya Sreedharan, Michael D. Sohn, Ashok J. Gadgil & William W. Nazaroff. (2006) Systems approach to evaluating sensor characteristics for real-time monitoring of high-risk indoor contaminant releases. Atmospheric Environment 40:19, pages 3490-3502.
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