1. Failure prediction of composite bonded joints by analyzing strain homogeneity Open Access Author: Collins, James Grayson Title: Failure prediction of composite bonded joints by analyzing strain homogeneity Graduate Program: Materials Science and Engineering Keywords: failure predictiondigital image correlationbonded adhesive jointsstrain development File: Download JGC_PhDDissertation.pdf Committee Members: Christopher Muhlstein, Committee Chair/Co-ChairCharles Bakis, Committee MemberJim Runt, Committee MemberDavid Green, Committee Member
2. Digital Twin Enabled Facilities Maintenance Management through the Integration of Artificial Intelligence and Sensory-Level Data Restricted (Penn State Only) Author: Shakerian, Shahrad Title: Digital Twin Enabled Facilities Maintenance Management through the Integration of Artificial Intelligence and Sensory-Level Data Graduate Program: Architectural Engineering Keywords: Facility maintenancedigital twinsmachine learningsignal processingfailure predictionearly failure detectionanomaly detection File: Login to Download Committee Members: Bill Sitzabee, Co-Chair & Dissertation AdvisorSomayeh Asadi, Major Field MemberHoutan Jebelli, Co-Chair & Dissertation AdvisorAsok Ray, Outside Unit & Field MemberSomayeh Asadi, Professor in Charge/Director of Graduate Studies