Education

S1 – Institut Teknologi Bandung (ITB), Bandung, Indonesia, 2005

S2 – Institut Teknologi Bandung (ITB), Bandung, Indonesia, 2007

S3 – Norwegian University of Science and Technology (NTNU), Norway, 2012

Research Interests

• Machine Learning & Kecerdasan Buatan untuk Aplikasi Migas
• Integritas Sumur & Operasional Pipa / Flow Assurance
• Model Aliran Transient & Dinamis dalam Sistem Produksi Migas
• Data Analytics & Time Series dalam Produksi Migas
• Penyusunan Buku Ajar dan Pengembangan Kurikulum

Courses Taught

• TM3090 — Kerja Praktek & Penulisan Laporan
• TM3104 — Teknik Produksi
• TM4032 — Optimisasi Operasi Migas
• TM4090 — Tugas Akhir
• TM4031 — Metode Pengangkatan Buatan
• TM3205 — Pengolahan Lapangan dan Transportasi
• TM4034 — Intelegensia Artifisial Perminyakan
• TM4033 — Problematika Produksi
• TM4089 — Tugas Akhir

Selected Publications

• Performance Analysis of Deep Learning Implementation in Operational Condition Forecasting of a Gas Transmission Pipeline Network (2023)
• Multi-Layer LSTM Implementation in Operational Condition Forecasting of a Natural Gas Transmission Pipeline Network (2022)
• Build of Machine Learning Proxy Model for Prediction of Wax Deposition Rate in Two Phase Flow Water-Oil (2022)
• Computational Fluid Dynamics for Gas Lift Optimization in Highly Deviated Wells (2021)
• Integrated CO₂-H₂S Corrosion-Erosion Modeling in Gas Production Tubing and Pipeline by Considering Passive Layer Activity (2021)

Projects & Activities

• Pembuatan dan Pengembangan Buku Ajar (2025)
• Meningkatkan Integritas Operasional Pipeline dengan Pemodelan Pola Anomali Berbasis Machine Learning (2025)
• DAPT-Equity2024-WCU@Pengembangan Simulator Multi-Point Leak Detection System Berbasis Machine Learning (2024)
• Improvement on Machine Learning for Liquid Loading Gas Well (2024)
• Pemodelan Aliran Transient Multifasa dan Pengaruhnya Terhadap Integritas Sumur Injeksi CO₂ (2024)