Improving shipboard applications of non-intrusive load monitoring
Name
301591749-MIT.pdf
Description
Full printable version
Size
44.83 MB
Format
Adobe PDF
Checksum (MD5)
81d9ac21331da00b2fe595fd66f327bf
Author(s)
Jones, Richard A. (Richard Alan), Nav. E. Massachusetts Institute of Technology
Advisor(s)
Robert W. Cox, Steven B. Leeb and Patrick Hale.
Date Issued
2008
Publisher
Massachusetts Institute of Technology
Abstract
The Non-Intrusive Load Monitor (NILM) measures equipment performance by measuring and analyzing the source power to the equipment at a single point in the electrical system. Previous studies have proven the usefulness of the NILM system in characterizing the state of mechanical systems onboard U.S. Coast Guard vessels and at the U.S. Navys Land Based Engineering Site (LBES) in Philadelphia, Pennsylvania. This thesis seeks to augment the NILM system by exploring a more user friendly Graphical User Interface (GUI) to allow shipboard crews to utilize the NILM while in operation. Previous applications of NILM required post-event data analysis in the laboratory. An additional monitor was installed on the Low Pressure Air Compressor (LPAC) #1 at the LBES facility to investigate abnormalities detected in the operation of LPAC #2 by previous research. The ability of the NILM to function at the highest levels of the electrical distribution system was also explored at the LBES facility with the installation of two additional NILM systems on the main switchboards supplying power to the auxiliary system loads. Finally, a brief overview of the analysis software of the Multi-Function Monitor (MFM), a key component in modern ships Zonal Electrical Distribution Systems (ZEDS), is presented to explore the possibility of the NILM and MFM systems operating in conjunction to improve the operation of future ZEDS.
Description
Thesis (Nav. E.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering; and, (S.M.)--Massachusetts Institute of Technology, System Design and Management Program, 2008.
Includes bibliographical references (p. 73-76).
Subjects
Mechanical Engineering.
System Design and Management Program.
MIT Department
System Design and Management Program.
Massachusetts Institute of Technology. Department of Mechanical Engineering
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