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Thomas Berg

University of Tennessee, Knoxville

851 Neyland Drive

Knoxville, TN 37909

United States

  • University of Tennessee, Knoxville

SCHOLARLY PAPERS

3

DOWNLOADS

291

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

A Machine Learning Approach to Predictive Maintenance: Remaining Useful Life and Motor Fault Analysis

Number of pages: 26 Posted: 28 Sep 2024
Xueping Li, John Williams, Thomas Berg and Colter Swanson
University of Tennessee, Knoxville, University of Tennessee, Knoxville, University of Tennessee, Knoxville and University of Tennessee, Knoxville
Downloads 157 (494,203)
Citation 1

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Predictive Maintenance, Remaining Useful Life, Machine Learning, Motor Fault Analysis

2.

Generative Large Language Models for Predictive Maintenance Planning

Number of pages: 18 Posted: 25 Nov 2025
Gerald Jones, John Williams, Thomas Berg, Ashley Stowe, Luke Birt and Xueping Li
affiliation not provided to SSRN, University of Tennessee, Knoxville, University of Tennessee, Knoxville, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Tennessee, Knoxville
Downloads 70 (933,592)

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Large language models (LLMs), Retrieval Augmented Generation (RAG), Predictive Maintenance (PdM), Asset Management, digital twins

3.

Cross-Domain Digital Twin Architecture for Predictive Maintenance via Machine Learning and Large Language Models

Number of pages: 16 Posted: 11 Nov 2025
John Williams, Gerald Jones, Thomas Berg, Luke Birt, Ashley Stowe and Xueping Li
University of Tennessee, Knoxville, affiliation not provided to SSRN, University of Tennessee, Knoxville, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Tennessee, Knoxville
Downloads 64 (970,490)

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Digital twin platform, Game Engine, Machine learning algorithms, Predictive maintenance