TWC: TTP Option: Small: Collaborative: Integrated Smart Grid Analytics for Anomaly Detection

Information

  • NSF Award
  • 1421879
Owner
  • Award Id
    1421879
  • Award Effective Date
    10/1/2014 - 10 years ago
  • Award Expiration Date
    9/30/2017 - 7 years ago
  • Award Amount
    $ 238,668.00
  • Award Instrument
    Standard Grant

TWC: TTP Option: Small: Collaborative: Integrated Smart Grid Analytics for Anomaly Detection

The modernized electric grid, the Smart Grid, integrates two-way communication technologies across power generation, transmission and distribution, in order to deliver electricity efficiently, securely and cost-effectively. On the monitoring and control side, it employs real-time monitoring offered by a messaging-based advanced metering infrastructure (AMI), which ensures the grid?s stability and reliability, as well as the efficient implementation of demand response schemes to mitigate bursts demand. The efficient implementation of these features presents a number of challenges, but also opportunities for technology development in engineering, networking, and data analytics.<br/><br/>The intellectual contributions include the development of a framework that encompasses fast signal processing and machine learning algorithms, together with multi-sensor information to assess the health of the network. Specifically, the study will investigate algorithms for adaptive detection over streaming, high-dimensional and potentially missing value data. Furthermore, the project, via industry collaborators and power provisioners, will provide a comprehensive empirical evaluation with real-world data; this includes an open-source proof-of-concept prototype for quickly inferring nefarious activity in home-area networks, and a cloud-based testbed for examining realistic scenarios in a wide-area setting.

  • Program Officer
    Ralph Wachter
  • Min Amd Letter Date
    8/27/2014 - 10 years ago
  • Max Amd Letter Date
    1/27/2016 - 8 years ago
  • ARRA Amount

Institutions

  • Name
    Eastern Michigan University
  • City
    YPSILANTI
  • State
    MI
  • Country
    United States
  • Address
    Office of Research Development
  • Postal Code
    481972212
  • Phone Number
    7344873090

Investigators

  • First Name
    Samir
  • Last Name
    Tout
  • Email Address
    stout@emich.edu
  • Start Date
    8/27/2014 12:00:00 AM

Program Element

  • Text
    SPECIAL PROJECTS - CISE
  • Code
    1714
  • Text
    Secure &Trustworthy Cyberspace
  • Code
    8060

Program Reference

  • Text
    CNCI
  • Code
    7434
  • Text
    SMALL PROJECT
  • Code
    7923
  • Text
    UNDERGRADUATE EDUCATION
  • Code
    9178
  • Text
    RES EXPER FOR UNDERGRAD-SUPPLT
  • Code
    9251