Ph.D. Proposal Oral Exam - HwanJune Cho

Event Details
  • Date/Time:
    • Monday January 22, 2018
      12:00 pm - 2:00 pm
  • Location: Room W218, Van Leer
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    N/A
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Summaries

Summary Sentence: Uncertainty Management in Prognosis of Electrical Vehicle Energy System

Full Summary: No summary paragraph submitted.

Title:  Uncertainty Management in Prognosis of Electrical Vehicle Energy System

Committee: 

Dr. Vachtsevanos, Advisor    

Dr. Bennett, Chair

Dr. Vela

Abstract:

The objective of the proposed research is to understand uncertainties inherent in engineering system prognosis (especially, electric vehicle energy system, as the testbed for the proposed research) and to shrink/contain uncertainty distribution bounds under long-term and usage-based prognosis. The enabling technologies build on a three-tier architecture: uncertainty representation, uncertainty propagation, and uncertainty management. These steps are addressed via a thorough analysis of prognosis methods, an uncertainty tree, sensitive analysis, inner-outer / hyper-parameter feedback loops for uncertainty management. The results of the proposed study will provide a database of uncertainty sources to the system, deriving more precise and accurate estimates of the remaining useful life or the end of life prediction, and assist to arrive at a true assessment of the current health state of complex engineering systems.

Additional Information

In Campus Calendar
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ECE Ph.D. Proposal Oral Exams

Invited Audience
Public
Categories
Other/Miscellaneous
Keywords
Phd proposal, graduate students
Status
  • Created By: Daniela Staiculescu
  • Workflow Status: Published
  • Created On: Jan 12, 2018 - 5:41pm
  • Last Updated: Jan 12, 2018 - 5:41pm