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Browsing by Author "Abdolsamadi, Amirmahyar"
Now showing items 1-4 of 4
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Advanced fusion diagnosis with evolving data streams for health management of complex engineered systems
Abdolsamadi, Amirmahyar (Wichita State University, 2017-12)Effective health diagnostics for engineered systems provide tremendous benefits such as improved safety, reliability, and reduced costs of operation and maintenance. Extensive literature review on health diagnostics and ... -
Concept drift and evolution detection in fusion diagnosis with evolving data streams
Abdolsamadi, Amirmahyar; Wang, Pingfeng (ASME, 2017)Health diagnosis interprets data streams acquired by smart sensors and makes inferences about health conditions of an engineering system thereby making critical operational decisions. A data stream is a flow of continuous ... -
Failure prognosis based on adaptive state space models
Bai, Guangxing; Abdolsamadi, Amirmahyar; Wang, Pingfeng (ASME, 2016)This paper presents a generic data-driven failure prognosis method based on adaptive state space models for engineering systems, which integrates adaptive model recognition with a dynamic system model for remaining useful ... -
A generic fusion platform of failure diagnostics for resilient engineering system design
Abdolsamadi, Amirmahyar; Wang, Pingfeng; Tamilselvan, Prasanna (American Society of Mechanical Engineers, 2016)Effective health diagnostics provides benefits such as improved safety, improved reliability, and reduced costs for the operation and maintenance of complex engineered systems. This paper presents a multi-attribute ...