Deep learning approach for energy efficiency prediction with signal monitoring reliability for a vinyl chloride monomer process. - Chanin Panjapornpon; Santi Bardeeniz; Mohamed Azlan Hussain (Reliab. Eng. Syst. Saf., 2023)

Development of physics-guided neural network framework for acid-base treatment prediction using carbon dioxide-based tubular reactor. - Chanin Panjapornpon; Patcharapol Chinchalongporn; Santi Bardeeniz; Kulpavee Jitapunkul; Mohamed Azlan Hussain; Thanatip Satjeenphong (Eng. Appl. Artif. Intell., 2024)

Artificial intelligence-driven control for enhancing carbon dioxide-based wastewater pH regulation in tubular reactor. - Santi Bardeeniz; Chanin Panjapornpon; Wongsakorn Hounkim; Tanawadee Dechakupt; Atthasit Tawai (Comput. Chem. Eng., 2025)

Prioritized fault detection and diagnosis in chemical industry using production loss-guided cost matrix with self-attention mechanism. - Santi Bardeeniz; Chanin Panjapornpon; Tawesin Jitchaiyapoom; David Shan-Hill Wong; Yuan Yao 002 (Reliab. Eng. Syst. Saf., 2025)