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Diagnostic Indicators for Shipboard Mechanical Systems Using Non-Intrusive Load Monitoring



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Diagnostic Indicators for Shipboard Mechanical Systems Using Non Intrusive Load Monitoring by Thomas Duncan McKay B S Physics Florida State University 1996 Submitted to the Department of Mechanical Engineering in Partial Fulfillment of the Requirements for the Degrees of Naval Engineer and Master of Science in Mechanical Engineering at the Massachusetts Institute of Technology June 2006 2006 Thomas Duncan McKay All rights reserved The author hereby grants to MIT and the US Government permission to reproduce and to distribute publicly paper and electronic copies of this thesis document in whole or in part in any medium now known or hereafter created Signature of Author Department of Mechanical Engineering May 12 2006 Certified by Robert W Cox Doctoral Candidate Department of Electrical Engineering and Computer Science Thesis Reader Certified by Timothy J McCoy Associate Professor of Naval Construction and Engineering Department of Mechanical Engineering Thesis Reader Certified by Steven B Leeb Professor of Electrical Engineering and Computer Science Department of Electrical Engineering and Computer Science Thesis Supervisor Accepted by Michael Triantafyllou Professor of Mechanical Engineering Chairman Department Committee on Graduate Students Center for Ocean Engineering Accepted by Lallit Anand Professor of Mechanical Engineering Chairman Department Committee on Graduate Students Department of Mechanical Engineering This Page Intentionally Left Blank 2 Diagnostic Indicators for Shipboard Mechanical Systems Using Non Intrusive Load Monitoring by Thomas Duncan McKay Submitted to the Department of Mechanical Engineering in Partial Fulfillment of the Requirements for the Degrees of Naval Engineer and Master of Science in Mechanical Engineering ABSTRACT This thesis examines the use of Non intrusive Load Monitoring NILM in auxiliary shipboard systems such as a low pressure air system to determine the state of equipment in larger connected systems such as the main



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