Muhammad, Masdi bin

Muhammad, Masdi bin

Assoc. Prof. Ir. Ts. Dr.

Positions

Associate Professor, Universiti Teknologi PETRONAS
Member, Intelligent Asset Reliability , Institute of Emerging Digital Technologies
Associate Professor, Mechanical Engineering Department , Faculty of Engineering

overview

Assoc. Prof. Ir Ts Dr Masdi bin Muhammad is experienced academician with a demonstrated history of working in the higher education industry. Skilled in predictive and prescriptive analytics in maintenance and reliability. Strong education professional with PhD in Mechanical Engineering. He is currently Chair for Mechanical Engineering

member of

Mechanical Engineering Department

selected publications

academic article
- Decision‐making analysis in post‐fire and explosion aftermath assessment tool: A fuzzy cognitive mapping approach. Process Safety Progress. 43. 2024
- A Novel Energy Performance-Based Diagnostic Model for Centrifugal Compressor using Hybrid ML Model. Arabian Journal for Science and Engineering. 2024
- Enhancing pipeline integrity: a comprehensive review of deep learning-enabled finite element analysis for stress corrosion cracking prediction. Engineering Applications of Computational Fluid Mechanics. 18. 2024
- Hybrid intelligence for enhanced fault detection and diagnosis for industrial gas turbine engine. Results in Engineering. 21:101841. 2024
- Impact response of filament-wound structure with polymeric liner: Experimental and numerical investigation (Part-A). Results in Engineering. 21:101730. 2024
- Adoption of prescriptive analytics for naval vessels risk-based maintenance:A conceptual framework. Ocean Engineering. 278:114409. 2023
- A Review of Flax Fiber Reinforced Thermoset Polymer Composites: Structure and Mechanical Performance. Journal of Natural Fibers. 19:9656-9680. 2022
- Abnormality Detection and Failure Prediction Using Explainable Bayesian Deep Learning: Methodology and Case Study with Industrial Data. Mathematics. 10:554. 2022
- Feasibility Study of Harnessing Low Wind Speed Turbine as Hybrid Power Source for Offshore Platforms. Journal of Marine Science and Engineering. 10:963. 2022
- Prediction of Lubrication Oil Parameter Degradation to Extend the Oil Change Interval Based on Gaussian Process Regression (GPR). Tribology Online. 17:135-143. 2022
- Supply Chain Management of Outsourcing Module Components Decision-Making using Analytical Hierarchy Process and Visual Basic Application in Automotive Body-in-White Welding Assembly Line. INTERNATIONAL JOURNAL OF AUTOMOTIVE AND MECHANICAL ENGINEERING. 19:9909-9920. 2022
- Effect of Changing Crude Oil Grade on Slug Characteristics and Flow Induced Mechanical Stresses in Pipes. Applied Sciences. 11:5215. 2021
- Overview of Explainable Artificial Intelligence for Prognostic and Health Management of Industrial Assets Based on Preferred Reporting Items for Systematic Reviews and Meta-Analyses. Sensors. 21:8020. 2021
- Reliability engineering applications in electronic, software, nuclear and aerospace industries: A 20 year review (2000–2020). Ain Shams Engineering Journal. 12:3009-3019. 2021
- Analysis of a Thermal Energy Storage Tank in a Large District Cooling System: A Case Study. Processes. 8:1158. 2020
- Effect of wind directions on human injury and fatality risk modeling due to vapor cloud explosion in offshore platforms. Process Safety Progress. 39. 2020
- Investigating Vapour Cloud Explosion Dynamic Fatality Risk on Offshore Platforms by Using a Grid-Based Framework. Processes. 8:685. 2020
- Probabilistic risk assessment of offshore installation hydrocarbon releases leading to fire and explosion, incorporating system and human reliability analysis. Applied Ocean Research. 101:102282. 2020
- Combined Experimental and Field Data Sources in a Prediction Model for Corrosion Rate under Insulation. Sustainability. 11:6853. 2019
- Exergy and Regression Analysis for Optimization of Electric Chillers at a Gas District Cooling Plant. International Journal of Advanced Trends in Computer Science and Engineering. 8:98-102. 2019
- Prognosis of gas turbine remaining useful life using particle filter approach. Materialwissenschaft und Werkstofftechnik. 50:336-345. 2019
- A Parametric Study to Investigate Human Injury and Fatality due to Vapor Cloud Explosion. MATEC Web of Conferences. 225:05009. 2018
- Design optimization of industrial gas turbines using simulated annealing algorithms. MATEC Web of Conferences. 225:02018. 2018
- Integrated Consequence Modelling for Fire Radiation and Combustion Product Toxicity in offshore Petroleum Platform using Risk Based Approach. MATEC Web of Conferences. 225:06013. 2018
- Prediction for CUI in Piping Systems using Fuzzy Logic with Sensitivity Analysis of Corrosion Producing Factors. MATEC Web of Conferences. 225:06002. 2018
- Sensitivity Analysis of Fuzzy Activity-Based Life Cycle Costing. MATEC Web of Conferences. 225:05002. 2018
- A multi-nets ANN model for real-time performance-based automatic fault diagnosis of industrial gas turbine engines. Journal of the Brazilian Society of Mechanical Sciences and Engineering. 39:2865-2876. 2017
- Linear stability analysis of short journal bearing with an axial groove. Materialwissenschaft und Werkstofftechnik. 48:210-217. 2017
- Performance evaluation of a twin-shaft gas turbine engine in mechanical drive service. Journal of Mechanical Science and Technology. 31:937-948. 2017
- Performance-based health monitoring, diagnostics and prognostics for condition-based maintenance of gas turbines: A review. Applied Energy. 198:122-144. 2017
- Fuzzy Activity Based Life Cycle Costing For Repairable Equipment. MATEC Web of Conferences. 74:00007. 2016
- A Framework for Intelligent Condition-based Maintenance of Rotating Equipment using Mechanical Condition Monitoring. MATEC Web of Conferences. 13:05011. 2014
- Available Prediction Methods for Corrosion under Insulation (CUI): A Review. MATEC Web of Conferences. 13:05005. 2014
- Comparative Analysis between Fuzzy and Traditional Analytical Hierarchy Process. MATEC Web of Conferences. 13:01006. 2014
- Development of Reliability Analysis Toolkit for Analysing Plant Maintenance Data. MATEC Web of Conferences. 13:05007. 2014
- Evaluation of Redundancy for Power Generating Unit in a Cogeneration Power Plant. MATEC Web of Conferences. 13:03010. 2014
- Identification of Critical Factors to System Performance Using Availability Modeling and Simulation Analysis. Applied Mechanics and Materials. 490-491:1759-1763. 2014
- Integrating Reliability Analysis in Life Cycle Cost Estimation of Heat Exchanger and Pump. Advanced Materials Research. 903:408-413. 2014
- Reliability Assessment of Repairable System through Expert Elicitation. MATEC Web of Conferences. 13:05008. 2014
- Comparative Study Between Degradation Analysis and API 510 Remaining Life Evaluation Method for Feed Gas Filter Vessel Reliability Analysis. Journal of Applied Sciences. 12:2448-2453. 2012
- Reliability Assessment of Repairable System based on Performance Data. Journal of Applied Sciences. 12:2568-2573. 2012
- RCM Analysis of Process Equipment: A Case Study on Heat Exchangers. Journal of Applied Sciences. 11:2058-2062. 2011
- Reliability and Availability Evaluation for a Multi-state System Subject to Minimal Repair. Journal of Applied Sciences. 11:2036-2041. 2011
chapter
- Energy Efficiency Performance Optimization and Surge Prediction of Centrifugal Gas Compressor. Proceedings of the 12th International Conference on Robotics, Vision, Signal Processing and Power Applications. 61-68. 2024
- A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making. Lecture Notes in Mechanical Engineering. 503-515. 2023
- Analysis of Optimally Tuned Active Dynamic Vibration Absorber. Lecture Notes in Mechanical Engineering. 455-462. 2023
- Analysis on Part Load Performance of EC Operations at District Cooling Plant. Lecture Notes in Mechanical Engineering. 65-78. 2023
- Comparative Analysis of Lubrication Oil Age Prediction Model. Lecture Notes in Mechanical Engineering. 675-688. 2023
- Demonstrating Aleatoric Uncertainty in Remaining Useful Life Prediction Using LSTM with Probabilistic Layer. Lecture Notes in Mechanical Engineering. 529-544. 2023
- Probabilistic Hydrocarbon Release Leading to Fire and Explosion Incorporating System and Human Reliability Analysis: A Comparison of Onshore and Offshore Facilities. Lecture Notes in Mechanical Engineering. 661-674. 2023
- Developing a Lubrication Oil Age Prediction Model. Lecture Notes in Mechanical Engineering. 411-421. 2022
- Reducing Uncertainty in Failure Prediction Using Singular Value Decomposition Feature Selection. International Conference on Artificial Intelligence for Smart Community. 775-796. 2022
- Reducing the Aleatoric Uncertainties of Failure Prediction Using Singular Value Decomposition. International Conference on Artificial Intelligence for Smart Community. 755-774. 2022
- Probabilistic Life Cycle Costing: A Case Study of Centrifugal Pumps. Rotating Machineries. 53-71. 2019
- Continuous Life Cycle Cost Model for Repairable System. Lecture Notes in Mechanical Engineering. 279-287. 2015
conference paper
- Corrosion under insulation rate prediction model for piping by two stages of artificial neural network. INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019). 2018
- Experiences and lessons from an anomaly root cause analysis in a large district cooling plant. INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019). 2018
- Assessing performance of aging air-cooled heat exchangers using inspection and performance data 2017
- Intelligent fault diagnostic model for rotating machinery 2017
- Methodology for short-term performance prognostic of gas turbine using recurrent neural network 2015
- Time series method for machine performance prediction using condition monitoring data 2014
- Reliability assessment framework for repairable system 2012
- Reliability assessment of multi-state repairable system subject to minimal repairs and constant demand 2011
- A Practical Method for Analyzing Offshore Gas Compressor System Maintenance Data. INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019). 2010

education and training

Ph.D. in Mechanical Engineering, Universiti Teknologi PETRONAS 2012
M.Sc. in Master in Manufacturing system, Lehigh University 1992
B.E. in Degree in Manufacturing, Lehigh University 1991

full name

Masdi bin Muhammad

primary email

masdimuhammad@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

masdimuhammad@utp.edu.my

Websites