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Dr. PHATTARA KHUMPROM

Email: phattara.khum@kmutt.ac.th

Work Affiliations

Graduate School of Management and Innovation - GMI (KMUTT)

Strategic Research Themes

Publications

● Machine Learning-Driven Preventive Maintenance for Fibreboard Production in Industry 4.0; Sirirat Suwatcharachaitiwong, Nikorn Sirivongpaisal, Thattapon Surasak, et al.; 2025; Journal article
● Application of Hippopotamus Optimization Algorithm for the Routing Problem in Drinking Water Factory; Wanatchapong Kongkaew, Nitidetch Koohathongsumrit, Akkaranan Pongsathornwiwat, et al.; 2024; Conference proceedings article
● Diesel Price Prediction Models with Traditional Time-Series Algorithms and Neural Networks; Sumet Muanchang, Phattara Khumprom, Piyanit Wepulanon, et al.; 2024; Conference proceedings article
● Probabilistic modeling of hardware and software interactions for system reliability assessment; Alex Davila-Frias, Nita Yodo, Om Prakash Yadav, et al.; 2023; Journal article
● The Stock-flow Classification Model Using Ensemble Machine Learning Approach for Particle Board Inventory; Phattara Khumprom, Alex Davila-Frias, Nikorn Sirivongpaisal, et al.; 2023; Conference proceedings article

Expertise