NEPTUNE: Combat Power Monitor III
Abstract
ABSTRACT: This work continues from our demonstrations conducted during our NEPTUNE project. We have demonstrated that the power distribution network on a warship can be pressed into ~dual-use~ service, providing not only power distribution but also an energy-scorekeeping and diagnostic monitoring capability based on observations of the way in which loads draw power from the distribution service. This power system diagnostic monitor would use existing power wiring to monitor loads. It would be therefore lightweight, cheap to install, andhighly reliable, as it would use a very limited set of sensors to monitor a large collection of loads. We call this" approach ""nonintrusive"" load monitoring (NILM), and we proposed to develop the NILM as a tactical decision and maintenance aid, i.e"., a Combat Power Monitor (CPM). We propose to further demonstrate this technology development as part of a multi-phase statement of work:Development and demonstration of a new NILM Framework for signal processing for automatic transient event detection.Continued test and demonstration of a NILM Dashboard, a prototype software approach for providing live updates and automatic logging of ship operation as observed from the power system, assisting the crew in completing tedious tasks quickly and more accurately.Field study to demonstrate data collection and analysis on a USN/USCG ship or other ship of interest to the sponsor. Our goal is two-fold: Identify energy conservation opportunities and also identify opportunities for developing nonintrusive metrics for condition based maintenance of critical systems.Exploration of new opportunities to engage with veterans through Professor Leeb s leadership in the CMSE summer outreach program with local Boston community colleges
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Feb 07, 2019
- Source ID
- N000141912091
Entities
People
- Steven Bruce Leeb
Organizations
- Massachusetts Institute of Technology
- Office of Naval Research
- United States Navy