UTP Scholars: Assoc. Prof. Ir Ts Dr Masdi bin Muhammad
17-03-008
Universiti Teknologi PETRONAS
Bandar Seri Iskandar, 32610 Perak
P:+60 5-368 7058
Email: masdimuhammad@utp.edu.my
- Reliability, availability and Maintainability Modelling and prediction, Asset Management and Asset life cycle cost
- Predictive and Prescriptive analytics in Maintenance and Reliability
- 1991, Degree in Manufacturing by Lehigh University
- 1992, Master in Manufacturing system by Lehigh University
- 2012, PhD in Mechanical Engineering by Universiti Teknologi PETRONAS
Zakaria, H. and Muhammad, M. (2024) Decision-making analysis in post-fire and explosion aftermath assessment tool: A fuzzy cognitive mapping approach. Process Safety Progress, 43 (S1). S134-S149. ISSN 10668527
Sarwar, U. and Mokhtar, A.A. and Muhammad, M. and Wassan, R.K. and Soomro, A.A. and Wassan, M.A. and Kaka, S. (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 (1).
Sarwar, U. and Muhammad, M. and Mokhtar, A.A. and Khan, R. and Behrani, P. and Kaka, S. (2024) Hybrid intelligence for enhanced fault detection and diagnosis for industrial gas turbine engine. Results in Engineering, 21.
Azeem, M. and Ya, H.H. and Alam, M.A. and Muhammad, M. and M Sapuan, S. and Kumar, M. and Gemi, L. and Maziz, A. and Ismail, A.R. and Khan, S.H. (2024) Impact response of filament-wound structure with polymeric liner: Experimental and numerical investigation (Part-A). Results in Engineering, 21.
Mat Esa, M.A. and Muhammad, M. (2023) Adoption of prescriptive analytics for naval vessels risk-based maintenance:A conceptual framework. Ocean Engineering, 278.
Rao, T.V.V.L.N. and Akmar Mokhtar, A. and Muhammad, M. and Haji Ya, H. (2023) Analysis of Optimally Tuned Active Dynamic Vibration Absorber. Lecture Notes in Mechanical Engineering. pp. 455-462.
Abd Majid, M.A. and Muhammad, M. and Sasaki, T. and Amar Mokhtar, A. (2023) Analysis on Part Load Performance of EC Operations at District Cooling Plant. Lecture Notes in Mechanical Engineering. pp. 65-78.
Mohammad Nazari, N. and Muhammad, M. (2023) Comparative Analysis of Lubrication Oil Age Prediction Model. Lecture Notes in Mechanical Engineering. pp. 675-688.
Adha Mat Esa, M. and Muhammad, M. (2023) A Comprehensive Review of Prescriptive Analytics for Naval Vessels Risk-Based Maintenance Decision-Making. Lecture Notes in Mechanical Engineering. pp. 503-515.
Bin Mohd Nor, A.K. and Pedapati, S.R. and Muhammad, M. and Abdul Majid, M.A. (2023) Demonstrating Aleatoric Uncertainty in Remaining Useful Life Prediction Using LSTM with Probabilistic Layer. Lecture Notes in Mechanical Engineering. pp. 529-544.
Ahmer, A.S. and Rashidah, M.H. and Rashid, S. and Muhammad, M. (2023) Effect of particle size of fly ash and solid to liquid ratio on microstructure and mechanical properties of geopolymer. In: UNSPECIFIED.
Rozuhan, H. and Muhammad, M. and Muhammad Niazi, U. and Akmar Mokhtar, A. (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. pp. 661-674.
Nor, A.K.M. and Pedapati, S.R. and Muhammad, M. and Leiva, V. (2022) Abnormality Detection and Failure Prediction Using Explainable Bayesian Deep Learning: Methodology and Case Study with Industrial Data. Mathematics, 10 (4). ISSN 22277390
Mohammad Nazari, N. and Muhammad, M. (2022) Developing a Lubrication Oil Age Prediction Model. Lecture Notes in Mechanical Engineering. pp. 411-421. ISSN 21954356
Iqbar, I.M. and Muhammad, M. and Gilani, S.I.U.-H. and Adam, F. (2022) Feasibility Study of Harnessing Low Wind Speed Turbine as Hybrid Power Source for Offshore Platforms. Journal of Marine Science and Engineering, 10 (7). ISSN 20771312
Nazari, N.M. and Muhammad, M. and Mokhtar, A.A. (2022) Prediction of Lubrication Oil Parameter Degradation to Extend the Oil Change Interval Based on Gaussian Process Regression (GPR). Tribology Online, 17 (3). pp. 135-143. ISSN 1881218X
Nor, A.K.M. and Pedapati, S.R. and Muhammad, M. (2022) Reducing Uncertainty in Failure Prediction Using Singular Value Decomposition Feature Selection. Lecture Notes in Electrical Engineering, 758. pp. 775-796. ISSN 18761100
Nor, A.K.M. and Pedapati, S.R. and Muhammad, M. (2022) Reducing the Aleatoric Uncertainties of Failure Prediction Using Singular Value Decomposition. Lecture Notes in Electrical Engineering, 758. pp. 755-774. ISSN 18761100
Darda'u Rafindadi, A. and Napiah, M. and Othman, I. and Alarifi, H. and Musa, U. and Muhammad, M. (2022) Significant factors that influence the use and non-use of personal protective equipment (PPE) on construction sites�Supervisors' perspective. Ain Shams Engineering Journal, 13 (3). ISSN 20904479
Fudzin, F. and Mokhtar, A.A. and Muhammad, M. (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 (3). pp. 9909-9920. ISSN 22298649
Elfaki, M. and Nasif, M.S. and Muhammad, M. (2021) Effect of changing crude oil grade on slug characteristics and flow induced mechanical stresses in pipes. Applied Sciences (Switzerland), 11 (11). ISSN 20763417
Nor, A.K.M. and Pedapati, S.R. and Muhammad, M. and Leiva, V. (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 (23). ISSN 14248220
Nor, A.K.M. and Pedapati, S.R. and Muhammad, M. (2021) Reliability engineering applications in electronic, software, nuclear and aerospace industries: A 20 year review (2000�2020). Ain Shams Engineering Journal, 12 (3). pp. 3009-3019. ISSN 20904479
Majid, M.A.A. and Muhammad, M. and Hampo, C.C. and Akmar, A.B. (2020) Analysis of a thermal energy storage tank in a large district cooling system: A case study. Processes, 8 (9). ISSN 22279717
Niazi, U.M. and Nasif, M.S. and Muhammad, M. (2020) Effect of wind directions on human injury and fatality risk modeling due to vapor cloud explosion in offshore platforms. Process Safety Progress, 39 (S1). ISSN 10668527
Niazi, U.M. and Nasif, M.S. and Muhammad, M. and Khan, F. (2020) Investigating Vapour Cloud Explosion dynamic fatality risk on offshore platforms by using a grid-based framework. Processes, 8 (6). ISSN 22279717
Rozuhan, H. and Muhammad, M. and Niazi, U.M. (2020) Probabilistic risk assessment of offshore installation hydrocarbon releases leading to fire and explosion, incorporating system and human reliability analysis. Applied Ocean Research, 101. ISSN 01411187
Burhani, N.R.A. and Muhammad, M. and Rosli, N.S. (2019) Combined Experimental and Field Data Sources in a Prediction Model for Corrosion Rate under Insulation. Sustainability (Switzerland), 11 (23). ISSN 20711050
Abdul Karim, Z.A. and Afiq Sidqi, M. and Majid, M.A.A. and Muhammad, M. and Aoki, H. and Xiaoming, Z. (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 (1.3 S1). pp. 98-102. ISSN 22783091
Mokhtar, A.A. and Mulubran, F. and Muhammad, M. (2019) Probabilistic life cycle costing: A case study of centrifugal pumps. SpringerBriefs in Applied Sciences and Technology. pp. 53-71. ISSN 2191530X
Ahsan, S. and Lemma, T.A. and Muhammad, M. (2019) Prognosis of gas turbine remaining useful life using particle filter approach Prognose der verbleibenden Nutzungsdauer einer Gasturbine mittels Partikelfilter-Verfahren. Materialwissenschaft und Werkstofftechnik, 50 (3). pp. 336-345. ISSN 09335137
Loy, A.C.M. and Yusup, S. and How, B.S. and Yiin, C.L. and Chin, B.L.F. and Muhammad, M. and Gwee, Y.L. (2019) Uncertainty estimation approach in catalytic fast pyrolysis of rice husk: Thermal degradation, kinetic and thermodynamic parameters study. Bioresource Technology, 294. ISSN 09608524
Burhani, N.R.A. and Muhammad, M. and Ismail, M.C. (2018) Corrosion under insulation rate prediction model for piping by two stages of artificial neural network. In: UNSPECIFIED.
Tahan, M. and Tamiru, A.L. and Muhammad, M. (2018) Design optimization of industrial gas turbines using simulated annealing algorithms. In: UNSPECIFIED.
Zhang, X. and Aoki, H. and Majid, M.A.A. and Hassan, Z. and Karim, Z.A.A. and Muhammad, M. (2018) Experiences and lessons from an anomaly root cause analysis in a large district cooling plant. In: UNSPECIFIED.
Khan, M.M. and Mokhtar, A.A. and Hussin, H. and Muhammad, M. (2018) Prediction for CUI in Piping Systems using Fuzzy Logic with Sensitivity Analysis of Corrosion Producing Factors. In: UNSPECIFIED.
Mulubrhan, F. and Mokhtar, A.A. and Muhammad, M. (2018) Sensitivity Analysis of Fuzzy Activity-Based Life Cycle Costing. In: UNSPECIFIED.
Mokhtar, A.A. and Muhammad, M. and Hussin, H. and Majid, M.A.A. (2017) Assessing performance of aging air-cooled heat exchangers using inspection and performance data. In: UNSPECIFIED.
Hamdavi, S. and Rao, T.V.V.L.N. and Muhammad, M. and Faez, K.M. and Ya, H.H. (2017) Linear stability analysis of short journal bearing with an axial groove: Lineare Stabilitätsanalyse von Kurzgleitlagern mit einer axialen Nut. Materialwissenschaft und Werkstofftechnik, 48 (3). pp. 210-217. ISSN 09335137
Tahan, M. and Muhammad, M. and Abdul Karim, Z.A. (2017) Performance evaluation of a twin-shaft gas turbine engine in mechanical drive service. Journal of Mechanical Science and Technology, 31 (2). pp. 937-948. ISSN 1738494X
Tahan, M. and Tsoutsanis, E. and Muhammad, M. and Abdul Karim, Z.A. (2017) Performance-based health monitoring, diagnostics and prognostics for condition-based maintenance of gas turbines: A review. Applied Energy, 198. pp. 122-144. ISSN 03062619
Tahan, M. and Muhammad, M. and Abdul Karim, Z.A. (2017) 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 (7). pp. 2865-2876. ISSN 16785878
Tahan-Bouria, M. and Muhammad, M. and Abdul Karim, Z.A. (2016) Adaptive neuro-fuzzy inference system for performance health monitoring of industrial gas turbines. In: UNSPECIFIED.
Burhani, N.R.A. and Muhammad, M. and Mokhtar, A.A. and Ismail, M.C. (2016) Application of logistic regression in resolving influential risk factors subject to corrosion under insulation. In: UNSPECIFIED.
Ahmed, U. and Hussin, H. and Muhammad, M. (2016) Comprehensive data collection for root cause failure analysis in oil and gas industries. ARPN Journal of Engineering and Applied Sciences, 11 (20). pp. 12153-12158. ISSN 18196608
Mulubrhan, F. and Mokhtar, A.A. and Muhammad, M. (2016) Fuzzy Activity Based Life Cycle Costing for Repairable Equipment. In: UNSPECIFIED.
Muhammad, M. and Mohammadreza, T.B. and Karim, Z.A.A. (2016) Methodology for short-term performance prognostic of gas turbine using recurrent neural network. In: UNSPECIFIED.
Tahan, M. and Sarwar, U. and Muhammad, M. and Abdul Karim, Z.A. (2016) Modeling and sensitivity analysis of a multi-nets anns model for real-time performance-based condition monitoring of an industrial gas turbine engine. ARPN Journal of Engineering and Applied Sciences, 11 (24). pp. 14269-14274. ISSN 18196608
Rao, T.V.V.L.N. and Mokhtar, A.A. and Muhammad, M. and Hussain, P. (2016) Optimally tuned active damped dynamic vibration absorber. ARPN Journal of Engineering and Applied Sciences, 11 (22). pp. 13380-13383. ISSN 18196608
Mokhtar, A.A. and Misren, M.M. and Muhammad, M. and Hussin, H. (2016) RAM analysis of crude oil transfer pumps using dominant failure mode. ARPN Journal of Engineering and Applied Sciences, 11 (22). pp. 13348-13352. ISSN 18196608
Mulubrhan, F. and Mokhtar, A.A.B. and Muhammad, M. (2016) Replacement analysis using probabilistic life cycle costing. ARPN Journal of Engineering and Applied Sciences, 11 (22). pp. 13042-13048. ISSN 18196608
Burhani, N.R.A. and Muhammad, M. and Ismail, M.C. and Mahed, M.A. (2016) An experimental analysis using taguchi method in resolving the significant factors subject to corrosion under insulation. ARPN Journal of Engineering and Applied Sciences, 11 (20). pp. 11966-11970. ISSN 18196608
Muhammad, M. and Burhani, N.R.A. and Mokhtar, A.A. (2016) A novel multi-objective and multi-criteria decision support system for logistic management during flood disaster. In: UNSPECIFIED.
Muhammad, M. and Nasir, M. and Mokhtar, A.A. and Hussin, H. (2015) Continuous life cycle cost model for repairable system. Lecture Notes in Mechanical Engineering, 19. pp. 279-287. ISSN 21954356
Muhammad, M. and Yeong, Y.F. and Lau, K.K. and Mohd Shariff, A.B. (2015) Issues and challenges in the development of deca-dodecasil 3 rhombohedral membrane in CO2 capture from natural gas. Separation and Purification Reviews, 44 (4). pp. 331-340. ISSN 15422119
Hosna Talebian, S. and Mohd Tan, I. and Sagir, M. and Muhammad, M. (2015) Static and dynamic foam/oil interactions: Potential of CO2-philic surfactants as mobility control agents. Journal of Petroleum Science and Engineering, 135. pp. 118-126. ISSN 09204105
Burhani, N.R.A. and Muhammad, M. and Ismail, M.C. (2014) Available prediction methods for Corrosion under Insulation (CUI): A Review. In: UNSPECIFIED.
Mulubrhan, F. and Mokhtar, A.A. and Muhammad, M. (2014) Comparative analysis between fuzzy and traditional analytical hierarchy process. In: UNSPECIFIED.
Hussin, H. and Mokhtar, A.A. and Muhammad, M. and Karim, M.A.A. (2014) Development of reliability analysis toolkit for analysing plant maintenance data. In: UNSPECIFIED.
Reshid, M.N. and Majid, M.A.A. and Muhammad, M. (2014) Evaluation of redundancy for power generating unit in a cogeneration power plant. In: UNSPECIFIED.
Mohammadreza Tahan, B. and Muhammad, M. and Karim, Z.A.A. (2014) A Framework for intelligent condition-based maintenance of rotating equipment using mechanical condition monitoring. In: UNSPECIFIED.
Hussin, H. and Mokhtar, A.A. and Muhammad, M. (2014) Identification of critical factors to system performance using availability modeling and simulation analysis. Applied Mechanics and Materials, 490-49. pp. 1759-1763. ISSN 16609336
Mulubrhan, F. and Mokhtar, A.A. and Muhammad, M. (2014) Integrating reliability analysis in life cycle cost estimation of heat exchanger and pump. Advanced Materials Research, 903. pp. 408-413. ISSN 10226680
Muhammad, M. and Mokhtar, A.A. and Hussin, H. (2014) Reliability assessment of repairable system through expert elicitation. In: UNSPECIFIED.
Ali, A. and Majid, M.A.A. and Muhammad, M. (2012) Comparative study between degradation analysis and API 510 remaining life evaluation method for feed gas filter vessel reliability analysis. Journal of Applied Sciences, 12 (23). pp. 2448-2453. ISSN 18125654
Mokhtar, A.A. and Muhammad, M. and Hussin, H. and Majid, M.A.A. (2012) Performance analysis of process plant using reliability block diagram. In: UNSPECIFIED.
Muhammad, M. and Mokhtar, A.A. and Hussin, H. (2012) Reliability assessment framework for repairable system. In: UNSPECIFIED.
Muhammad, M. and Hussin, H. and Mokhtar, A.A. and Majid, M.A.A. (2012) Reliability assessment of repairable system based on performance data. Journal of Applied Sciences, 12 (24). pp. 2568-2573. ISSN 18125654
Muhammad, M. and Mokhtar, A.A. and Majid, M.A.A. (2012) Reliability prediction model of a multi-state system subject to general repair and maintenance with limited failure data. In: UNSPECIFIED.
Majidaie, S. and Muhammad, M. and Tan, I.M. and Demiral, B. (2011) Green surfactant for enhanced oil recovery. In: UNSPECIFIED.
Majid, M.A.A. and Muhammad, M. and Yem, N.I.Y. (2011) RCM Analysis of Process Equipment: A Case Study on Heat Exchangers. Journal of Applied Sciences, 11 (11). pp. 2058-2062. ISSN 18125654
Muhammad, M. and Amin Abd Majid, M. (2011) Reliability and availability evaluation for a multi-state system subject to minimal repair. Journal of Applied Sciences, 11 (11). pp. 2036-2041. ISSN 18125654
Muhammad, M. and Mokhtar, A.A. and Abdul Majid, M.A. (2011) Reliability assessment of multi-state repairable system subject to minimal repairs and constant demand. In: UNSPECIFIED.
Hussin, H. and Muhammad, M. and Hashim, F.M. and Ibrahim, S.N. (2010) A practical method for analyzing offshore gas compressor system maintenance data. In: UNSPECIFIED.
Hussin, H. and Hashim, F.M. and Muhammad, M. and Ibrahim, S.N. (2010) A systematic and practical approach of analyzing offshore system maintenance data. In: UNSPECIFIED.
Muhammad, M. and Majid, M.A.A. and Ibrahim, N.A. (2009) A case study of reliability assessment for centrifugal pumps in a petrochemical plant. In: UNSPECIFIED.