Grace Kanakana-Katumba

Tshwane University of Technology — South Africa

Engineering · Physical Sciences

4h-index36citations15works0.52yr avg
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Research Topics

Manufacturing Process and Optimization(4), Quality and Supply Management(2), ICT Impact and Policies(2), Assembly Line Balancing Optimization(2), Technology Adoption and User Behaviour(1)

Publications15 total

Optimizing Railcar Diagnostic Operations Using Machine Learning for Predictive Maintenance of Deterministic Failure Events
Lecture notes in networks and systems·2025
Integrated Data Analytics and Machine Learning Approaches for Predictive Maintenance to Reduce Service Affective Failures in Rail Systems
Lecture notes in networks and systems·2025
Conceptual Optimal Selection of an E-Maintenance Autonomous Strategy in CNC Machining: A Case Study
2024· 1 cited
Optimal Ball Mill Maintenance Strategy in Mineral Processing: A Multi-Criteria Decision Analysis Approach for a Case Study
Lecture notes in mechanical engineering·2024· 1 cited
Enabling Smart Manufacturing Using Cyber-Physical System with the Outlook of Manufactronic
2023· 2 cited
A THEORETICAL ANALYSIS OF SYSTEM DYNAMICS METHODOLOGY ON INFRASTRUCTURE PROJECTS WITHIN THE ENERGY SECTOR
Journal of Engineering and Management in Industrial System·2023Open Access
Improvement of production process variations of bolster spring of a train bogie manufacturing industry: a six-sigma approach
Cogent Engineering·2023· 4 citedOpen Access
Artificial Intelligence as Key Driver for Competitiveness in the Railway Industry: Review
2021· 8 cited
Manufacturing Industry in the Age of Fourth Industrial Revolution using a Dematel Approach
Advances in Science Technology and Engineering Systems Journal·2021Open Access
A Theoretical Artificial Intelligence Framework for Electricity Generation Life Cycle
Advances in Science Technology and Engineering Systems Journal·2021Open Access
A Grounded Theory Approach to Digital Transformation in the Postal Sector in Southern Africa
Advances in Science Technology and Engineering Systems Journal·2021· 7 citedOpen Access
Evolution of Teaching Approaches for Science, Engineering and Technology within an Online Environment: A Review
Advances in Science Technology and Engineering Systems Journal·2020· 4 citedOpen Access
Prediction of postural discomfort impact on manual assembly: A workshop case study
Procedia Manufacturing·2020· 2 citedOpen Access
Development of a Technology and Digital Transformation Adoption Framework of the Postal Industry in Southern Africa: From Critical Literature Review to a Theoretical Framework
Advances in Science Technology and Engineering Systems Journal·2020· 2 citedOpen Access
Green Entrepreneurship Model Utilising the System Dynamics Approach: A Review
2019· 5 cited

Frequent Co-authors

Khumbulani Mpofu(7), Rendani Wilson Maladzhi(6), Moses Oyesola(5), Ndala Yves Mulongo(3), Ernest Mnkandla(3), Kgabo Mokgohloa(2), Ilesanmi Daniyan(2), Sbusiso Xaba(1), Carol Dineo Diale(1), Adefemi Adeodu(1), Yonga Thierry(1), Giovani Monzambe(1), Mashamba Takalani(1)