Scenario aggregation and analysis via Mean-Shift Methodology

International Congress on Advances in Nuclear Power Plants 2010, ICAPP 2010

Volumn 2, Issue , 2010, Pages 987-991

  Mandelli, Diego ^a   Yilmaz, Alper ^a   Metzroth, Kyle ^a   Aldemir, Tunc ^a   Denning, Richard ^a  

^a OHIO STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AIRCRAFT CRASH; DATA SETS; DYNAMIC EVENTS; FAILURE EVENTS; MEAN SHIFT; NUMERICAL SIMULATION TOOLS; PROBABILISTIC RISK ASSESSMENT; PROBABILISTIC SYSTEMS; REACTOR VESSEL; SCENARIO AGGREGATION; SCIENCE COMMUNITY; SOFTWARE TOOL;

AIRCRAFT ACCIDENTS; NUCLEAR ENERGY; NUCLEAR POWER PLANTS; NUCLEAR PROPULSION; NUCLEAR REACTORS; RISK ASSESSMENT;

DATA MINING;

EID: 77956197674     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. B. RUTT, U. Catalyurek, A. Hakobyan, K. Metzroth, T. Aldemir, R. Denning, S. Dunagan, D. Kunsman, "Distributed Dynamic Event Tree Generation for Reliability and Risk Assessment", 1-4244-0420-7/06, IEEE (2006).
2. K. FUKUNAGA, L. Hostetler, "The estimation of the gradient of a density function, with applications in pattern recognition", IEEE Transactions on Information Theory, 21,32-40(1975).
3. R. WINNINGHAM, K. Metzroth, T. Aldemir, R. Denning, "Aircraft Crash Recovery Scenario Dynamic Event Tree Analysis of the RVACS Passive Decay Heat System Employing the ADAPT tool with RELAP5-3D", Proceedings of American Nuclear Society, (2009).
4. Y. CHENG, "Mean Shift, Mode Seeking, and Clustering", IEEE Transactions on Pattern Analysis and Machine Intelligence, 17, no.8, (1995).
5. The RELAP5-3D Code Development Team, RELAP5-3D Code Manual, Volume I: Code Structure, System Models, and Solution Methods, INEEL-EXT-98-00834, June 2005.
6. R. D. WINNINGHAM, K. Metzroth, T. Aldemir, R, Denning, "Passive Heat Removal System Recovery following an Aircraft Crash using Dynamic Event Tree Analysis", Trans. Am. Nucl. Soc, 100, 461-462 (June 2009)
7. D. MANDELLI, T. Aldemir, A. Yilmaz, "Scenario Aggregation in Dynamic PRA Uncertainty Quantification", under review for potential publication in Trans. Am. Nucl. Soc, 102, (June 2010).