Modeling Design and Optimization
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Publications
- ● Failure Detection from the Knocking Sounds Using Convolutional Neural Network; Punyapat Areerob, Rithea Sum, Chanon Khongprasongsiri, et al.; 2023; Conference proceedings article
- ● Fault Detection and Diagnosis Algorithm Development for PMSMs Based on the Simplified Refined Instrumental Variable for Continuous-Time Systems Algorithm; Tanapon Kumpao; Tanig Plaboothong; Punnawit Yaowapan; Kittikan Luangprasit; Tirasak Sapaklom; Nattapong Hatchavanich; Ekkachai Mujjalinvimut ; 2025; Conference proceedings article
- ● Feasibility study of a Heavy Ion Beam Probe for the Thailand Tokamak-1; Apiwat Wisitsorasak, Akihiro Shimizu, Siriyaporn Sangaroon, et al.; 2024; Journal article
- ● Feasibility study of employing mechanically induced long-period fibre grating as optical-based sensors; Chinggungval T., Khun-in R., Jiraraksopakun Y., et al.; 2021; Journal article
- ● Finding an optimal scrap size to reduce waste in the tire body ply cutting process; NATTIDA BUNIAM, ANUWAT TANGTHANAWATSAKUL, and PARIN CHAIPUNYA; 2024; Poster
Projects
- ● An Accurate Description of Pre-Bias Space-Charge-Limited Current Measurements in Perovskite Thin Films for Accurate Charge Transport Properties: A New Machine Learning-Based Experimental-Computational Study; NON THONGPRONG - Office of the Dean
- ● Data-driven Modeling of High performance Interior Permanent Magnet Synchronous Motor using Dynamic Mode Decomposition and Uncertainty Quaitification; CHETTAPONG JANYA-ANURAK - Department of Production Engineering
- ● Natural Gas Replacement by Improving the Quality of Biogas from Municipal Solid Waste (MSW) in Micro Gas Turbine for Power Generation; AMORNRAT KAEWPRADAP - Department of Mechanical Engineering












