Development of real time non-intrusive load monitor for shipboard fluid systems
Branch, Perry L.
MetadataShow full item record
Since the year 2000, the United States Navy has spent an average of half a billion dollars over the congressionally approved budget for shipbuilding. Additionally, most experts project that in order to meet the Chief of Naval Operation's goal of a 313 ship Navy, the annual ship building budget will have to increase by about two thirds. Exacerbating this problem is the rising cost of maintaining the current inventory of ships. The U.S. Navy has long used a requirements driven maintenance program to reduce the number of total system failures by conducting routine maintenance and inspections whether they are needed or not. In order to combat this problem the Navy will inevitably have to turn to a condition based maintenance system. The Non-Intrusive Load Monitor (NILM) is a system that can greatly enhance the ability to monitor the health of engineering systems while incurring a low acquisition cost and low technology risk. This research focuses on the development of a real time user interface for the current NILM architecture in order to provide useful system information to an operator. Additionally, this research has shown that the NILM can be used effectively and reliably, to monitor equipment health, recognize and indicate abnormal operating conditions and casualties and provide invaluable information for training operators, diagnosing problems and troubleshooting. The NILM is an inexpensive and promising platform for monitoring equipment and reducing maintenance costs.
CIVINS (Civilian Institutions) Thesis document
RightsThis publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.
Showing items related by title, author, creator and subject.
The use of network-centric devices to monitor bio-status and location of field personnel, distributed through an IP based sensor fusion architecture and display Gutierrez, Juan J. (Monterey, California: Naval Postgraduate School, 2009-12);The requirement to monitor a field operator’s vital signs and location was articulated through the Counter Narcoterrorism Technology Program Office. The initial concept was to equip a soldier with a blue force tracker like ...
Evaluation of non-intrusive monitoring for condition based maintenance applications on US Navy propulsion plants Greene, William C. (Monterey California. Naval Postgraduate School, 2005);The thesis explores the use of the Non-intrusive Load Monitor (NILM) in Condition Based Maintenance (CBM) applications on US Navy ships as part of the Office of Naval Research Electric Ship Integration (ESI) Initiative. ...
Fuller, Ashley E. (Monterey California. Naval Postgraduate School, 2008-06);The Non-Intrusive Load Monitor (NILM) is a system that monitors, records and processes voltage and current measurements to establish the operating characteristics of individual loads on a load center from a single aggregate ...