Mokhtar, Ainul Akmar Binti

Mokhtar, Ainul Akmar Binti

Assoc. Prof. Ir. Dr.

Positions

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

overview

Assoc. Prof. Ir Dr Ainul Akmar binti Mokhtar is experienced academician with a demonstrated history of working in the higher education industry. Skilled in physical asset management, reliability & maintenance, operations management, operations research. Strong education professional with PhD in Mechanical Engineering by Universiti Teknologi Petronas.

member of

Mechanical Engineering Department

selected publications

academic article
- A Novel Energy Performance-Based Diagnostic Model for Centrifugal Compressor using Hybrid ML Model. Arabian Journal for Science and Engineering. 2024
- Accessibility of Healthcare Services of COVID-19 and Its Impact on Fatalities in Jakarta, Indonesia. E3S Web of Conferences. 500:04001. 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
- Discrete Event Simulation modelling as an improvement validation tool on Printed Circuit Board Mechanical Assembly process. ARPN Journal of Engineering and Applied Sciences. 1078-1088. 2023
- Predictive Modelling of Wind-Influenced Dynamic Fire Spread Probability in Tank Farm Due to Domino Effect by Integrating Numerical Simulation with ANN. Fire. 6:85. 2023
- A review on Bayesian modeling approach to quantify failure risk assessment of oil and gas pipelines due to corrosion. International Journal of Pressure Vessels and Piping. 200:104841. 2022
- Application of Filament Winding Technology in Composite Pressure Vessels and Challenges: A Review. Journal of Energy Storage. 49:103468. 2022
- Integrity assessment of corroded oil and gas pipelines using machine learning: A systematic review. Engineering Failure Analysis. 131:105810. 2022
- Life cycle cost analysis of an electric centrifugal chiller integrated with a district cooling plant. International Journal of Sustainable Energy. 41:1021-1036. 2022
- Machine Learning Approach to Predict the Performance of a Stratified Thermal Energy Storage Tank at a District Cooling Plant Using Sensor Data. Sensors. 22:7687. 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
- Prognostic Health Management of Pumps Using Artificial Intelligence in the Oil and Gas Sector: A Review. Applied Sciences. 12:11691. 2022
- Single image reflection removal using meta-learning. Journal of Electronic Imaging. 31. 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
- 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
- Failure analysis of a broken SA564 stainless steel pump shaft. International Journal of Materials and Product Technology. 62:152. 2021
- Life Cycle Assessment of a Vapor Compression Cooling System Integrated within a District Cooling Plant. Sustainability. 13:11940. 2021
- Life cycle costing of thermal energy storage system using CAPEX and OPEX. Journal of Mechanical Science and Technology. 35:3223-3229. 2021
- Macroscale assessment of low‐velocity impact on hybrid composite laminates. Materialwissenschaft und Werkstofftechnik. 52:1101-1111. 2021
- Numerical investigation of the effect of weather conditions on the escalation and propagation of fire‐induced domino effect. Process Safety Progress. 40:296-308. 2021
- A Feature Extraction Technique Based on Factor Analysis for Pulsed Eddy Current Defects Categorization. IOP Conference Series: Materials Science and Engineering. 554:012001. 2019
- A Feature Extraction Technique Based on Factor Analysis for Pulsed Eddy Current Defects Categorization. IOP Conference Series: Materials Science and Engineering. 554:012001. 2019
- A fuzzy logic method: Predicting corrosion under insulation of piping systems with modelling of CUI 3D surfaces. International Journal of Pressure Vessels and Piping. 175:103929. 2019
- Analytical hierarchy process application of body in white modular sub-assembly for automotive manufacturing in Malaysia – A case study. IOP Conference Series: Materials Science and Engineering. 469:012004. 2019
- Discovery of Corrosion Patterns using Symbolic Time Series Representation and N-gram Model. International Journal of Advanced Computer Science and Applications. 9. 2018
- Modelling Techniques Used in The Analysis of Stratified Thermal Energy Storage: A Review. MATEC Web of Conferences. 225:01015. 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
- Integrating Life Cycle Costing (LCC) and Life Cycle Assessment (LCA) Model for Selection of Centralized Chilled Water Generation — Review Paper. MATEC Web of Conferences. 131:04006. 2017
- Fuzzy Activity Based Life Cycle Costing For Repairable Equipment. MATEC Web of Conferences. 74:00007. 2016
- A Framework for Estimating Piping Reliability Subject to Corrosion Under Insulation. MATEC Web of Conferences. 13:03001. 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
- Identification of Critical Factors to System Performance Using Availability Modeling and Simulation Analysis. Applied Mechanics and Materials. 490-491:1759-1763. 2014
- Impact of Different Repair Assumptions on Repairable System Risk Assessment. Research Journal of Applied Sciences, Engineering and Technology. 7:870-874. 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
- Risk matrix model for rotating equipment. MATEC Web of Conferences. 13:03006. 2014
- Semi-Quantitative Risk Assessment Matrix for Rotating Equipment. Advanced Materials Research. 845:647-651. 2013
- Reliability Assessment of Repairable System based on Performance Data. Journal of Applied Sciences. 12:2568-2573. 2012
- Systematic Approach to Maintainability Analysis at Operational Phase. Journal of Applied Sciences. 12:2562-2567. 2012
- Probabilistic Reliability Assessment of an Insulated Piping in the Presence of Corrosion Defects. Journal of Applied Sciences. 11:2063-2067. 2011
chapter
- Classification of Pump Failure Using a Decision Tree Technique. Lecture Notes in Mechanical Engineering. 319-336. 2024
- 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
- Collaborative Design in Concurrent Engineering of Industry 4.0 Through Virtual Reality Simulation in Achieving Accelerated Time-To-Market During COVID-19 (Coronavirus) Pandemic Outbreak. International Conference on Artificial Intelligence for Smart Community. 153-163. 2022
- Performance Evaluation of EFB Biomass Supply Chain for Electricity Power Generation Based on Computer Simulation: Malaysia Case Study. Advances in Material Sciences and Engineering. 363-375. 2020
- Probabilistic Life Cycle Costing: A Case Study of Centrifugal Pumps. Rotating Machineries. 53-71. 2019
- Assessment of Insulated Piping System Inspection Using Logistic Regression. Lecture Notes in Mechanical Engineering. 265-277. 2015
- Continuous Life Cycle Cost Model for Repairable System. Lecture Notes in Mechanical Engineering. 279-287. 2015
conference paper
- Impact of different maintenance strategies on oil refinery facilities. INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019). 2024
- Research advances on the application of FLEXSIM in maintenance processes: A mini review. INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019). 2023
- A novel single image reflection removal method 2021
- Image quality improvement using local adaptive neighborhood-based dark channel prior 2021
- Improving Classification Accuracy of Random Forest Algorithm Using Unsupervised Discretization with Fuzzy Partition and Fuzzy Set Intervals 2020
- Improving Classification Accuracy of Scikit-learn Classifiers with Discrete Fuzzy Interval Values 2020
- Prediction of performance parameters of stratified TES tank using artificial neural network. INTERNATIONAL SYMPOSIUM ON GREEN AND SUSTAINABLE TECHNOLOGY (ISGST2019). 2018
- Assessing performance of aging air-cooled heat exchangers using inspection and performance data 2017
- Reliability assessment framework for repairable system 2012
- Reliability assessment of multi-state repairable system subject to minimal repairs and constant demand 2011

education and training

Ph.D. in Mechanical Engineering 2011
M.Sc. in Manufacturing Systems, University of Notthingham, UK 2001
B.Sc. in Industrial Engineering, Purdue University, USA 1996

full name

Ainul Akmar Binti Mokhtar

primary email

ainulakmar_mokhtar@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

ainulakmar_mokhtar@utp.edu.my

Websites