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Filtering by: Committee Member Gibson, Nathan L. Creator Biswas, Arpan

Hybrid Statistical and Engineering Optimization Architectures in Early Multidisciplinary Designs of Resilience and Expensive Black-box Complex Systems

Creator:

Biswas, Arpan

Abstract:

Practical engineering design problems are generally multi-disciplinary with limited budget and high risk in terms of life loss, economic resources, etc. In the early phase of such problems, selection of true efficient designs is desired while minimizing overall design cost by avoiding expensive search processes. However, the task is difficult...

Resource Type:

Dissertation

Full Text:

. To my committee members, Dr. Matt Cambell and Dr. Nathan Gibson to guide and provide feedbacks of
Bi-level flexible-robust optimization for energy allocation problems

Creator:

Biswas, Arpan

Abstract:

A common problem in energy allocation problems is managing the trade-off between selling surplus energy to maximize short term revenue, versus holding surplus energy to hedge against future shortfalls. For energy allocation problems, this surplus represents resource flexibility and is quantified as the surplus energy after meeting the demand. The...

Resource Type:

Masters Thesis