Combat Power Monitor II

Abstract

ABSTRACT: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, and highly 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). This work continues from our demonstrations conducted during our NEPTUNE project. We propose to further demonstrate this technology development as part of a multi-phase statement of work:-Development and demonstration of new sensing hardware to permit easy installation for either permanent or temporary use on a ship without requiring extensive electrical modifications or highly skilled installers.-Demonstration of 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, including opening a dialog with the "Warrior-Scholar" project (WSP) to explore collaborative opportunities connecting MIT with veteran s education. WSP is a Washington D.C. based 503c charity that creates summer courses for former enlisted military transitioning to civilian life. We will explore possibilities for engagement with this program.

Document Details

Document Type
DoD Grant Award
Publication Date
Jul 10, 2018
Source ID
N000141812332

Entities

People

  • Steven Bruce Leeb

Organizations

  • Massachusetts Institute of Technology
  • Office of Naval Research
  • United States Navy

Tags

Readers

  • Computer Science/Computer Engineering/Data Science/Digital Signal Processing.
  • Distributed Systems and Data Platform Development
  • Facility/Structural Engineering.