UTP Scholars: Assoc. Prof. Ir Dr Ainul Akmar binti Mokhtar
17-03-008
Universiti Teknologi PETRONAS
Bandar Seri Iskandar, 32610 Perak
P: +60 5-368 7058
Email: ainulakmar_mokhtar@utp.edu.my
- Physical Asset Management
- Reliability & Maintenance
- Operations Management
- Operations Research
- 1996, Degree in BSc in Industrial Engineering by Purdue University, USA
- 2001, Master in MSc Manufacturing Systems by University of Notthingham, UK
- 2011, PhD in Mechanical Engineering by Universiti Teknologi Petronas, Malaysia
Aliyu, R. and Mokhtar, A.A. and Hussin, H. (2024) Classification of Pump Failure Using a Decision Tree Technique. Lecture Notes in Mechanical Engineering. pp. 319-336. ISSN 21954356
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.
Aliyu, R. and Mokhtar, A.A. and Hussin, H. (2024) Impact of different maintenance strategies on oil refinery facilities. In: UNSPECIFIED.
Jayabalan, L. and Mustapha, M. and Mokhtar, A.A. (2023) DISCRETE EVENT SIMULATION MODELLING AS AN IMPROVEMENT VALIDATION TOOL ON PRINTED CIRCUIT BOARD MECHANICAL ASSEMBLY PROCESS. ARPN Journal of Engineering and Applied Sciences, 18 (9). pp. 1078-1088. ISSN 18196608
Malik, A.A. and Nasif, M.S. and Arshad, U. and Mokhtar, A.A. and Tohir, M.Z.M. and Al-Waked, R. (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 (3).
Azeem, M. and Ya, H.H. and Kumar, M. and Stabla, P. and Smolnicki, M. and Gemi, L. and Khan, R. and Ahmed, T. and Ma, Q. and Sadique, M.R. and Mokhtar, A.A. and Mustapha, M. (2022) Application of Filament Winding Technology in Composite Pressure Vessels and Challenges: A Review. Journal of Energy Storage, 49. ISSN 2352152X
Soomro, A.A. and Mokhtar, A.A. and Kurnia, J.C. and Lashari, N. and Lu, H. and Sambo, C. (2022) Integrity assessment of corroded oil and gas pipelines using machine learning: A systematic review. Engineering Failure Analysis, 131. ISSN 13506307
Hampo, C.C. and Mokhtar, A.A. and Muhammed, M. and Rasangika, K.A.H.D. and Shanshan, Y. (2022) Life cycle cost analysis of an electric centrifugal chiller integrated with a district cooling plant. International Journal of Sustainable Energy, 41 (8). pp. 1021-1036. ISSN 14786451
Soomro, A.A. and Mokhtar, A.A. and Salilew, W.M. and Abdul Karim, Z.A. and Abbasi, A. and Lashari, N. and Jameel, S.M. (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 (19). ISSN 14248220
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
Aliyu, R. and Mokhtar, A.A. and Hussin, H. (2022) Prognostic Health Management of Pumps Using Artificial Intelligence in the Oil and Gas Sector: A Review. Applied Sciences (Switzerland), 12 (22). ISSN 20763417
Ishiyama, S. and Lu, H. and Soomro, A.A. and Mokhtar, A.A. (2022) Single image reflection removal using meta-learning. Journal of Electronic Imaging, 31 (4). ISSN 10179909
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
Soomro, A.A. and Mokhtar, A.A. and Kurnia, J.C. and Lashari, N. and Sarwar, U. and Jameel, S.M. and Inayat, M. and Oladosu, T.L. (2022) 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. ISSN 03080161
Onoyama, T. and Lu, H. and Soomro, A.A. and Mokhtar, A.A. and Kamiya, T. and Serikawa, S. (2021) Image quality improvement using local adaptive neighborhood-based dark channel prior. In: UNSPECIFIED.
Hampo, C.C. and Ya, H.H. and Majid, M.A.A. and Mokhtar, A.A. and Kalpani Rasangika, A.H.D. and Muhammed, M. (2021) Life cycle assessment of a vapor compression cooling system integrated within a district cooling plant. Sustainability (Switzerland), 13 (21). ISSN 20711050
Akbar, A. and Majid, M.A.B.A. and Mokhtar, A.A. (2021) Life cycle costing of thermal energy storage system using CAPEX and OPEX. Journal of Mechanical Science and Technology, 35 (7). pp. 3223-3229. ISSN 1738494X
Azeem, M. and Ya, H.H. and Alam, M.A. and Sultan, T.H. and Ali, M. and Sattar, M. and Ahmad, T. and Hatami, H. and Sadique, M.R. and Mokhtar, A.A. and Mustapha, M. and Khan, M.A. and Masood, F. (2021) Macroscale assessment of low-velocity impact on hybrid composite laminates Makroskalige Bewertung des Einflusses niedriger Aufprallgeschwindigkeit auf hybride Verbundlaminate. Materialwissenschaft und Werkstofftechnik, 52 (10). pp. 1101-1111. ISSN 09335137
Malik, A.A. and Nasif, M.S. and Mokhtar, A.A. and Mohd Tohir, M.Z. (2021) Numerical investigation of the effect of weather conditions on the escalation and propagation of fire-induced domino effect. Process Safety Progress, 40 (4). pp. 296-308. ISSN 10668527
Ishiyama, S. and Lu, H. and Soomro, A.A. and Mokhtar, A.A. (2021) A novel single image reflection removal method. In: UNSPECIFIED.
Hishamuddin, M.N.F. and Hassan, M.F. and Mokhtar, A.A. (2020) Improving Classification Accuracy of Random Forest Algorithm Using Unsupervised Discretization with Fuzzy Partition and Fuzzy Set Intervals. In: UNSPECIFIED.
Hishamuddin, M.N.F. and Hassan, M.F. and Tran, D.C. and Mokhtar, A.A. (2020) Improving Classification Accuracy of Scikit-learn Classifiers with Discrete Fuzzy Interval Values. In: UNSPECIFIED.
Zahraee, S.M. and Mokhtar, A.A. and Tolooie, A. and Mohd Asri, N.A. (2020) Performance Evaluation of EFB Biomass Supply Chain for Electricity Power Generation Based on Computer Simulation: Malaysia Case Study. Lecture Notes in Mechanical Engineering. pp. 363-375. ISSN 21954356
Badardin, N.A. and Mokhtar, A.A. and Sallih, N. and Ishak, M.H.I. (2020) VIBRATION CHARACTERISTICS STUDY OF DIFFERENT PIPE LENGTH WITH DIFFERENT END CONDITIONS. ARPN Journal of Engineering and Applied Sciences, 15 (21). pp. 2364-2374. ISSN 18196608
Fudzin, A.F. and Mokhtar, A.A. and Amin, M. and Basri, A.Q. (2019) Analytical hierarchy process application of body in white modular sub-assembly for automotive manufacturing in Malaysia - A case study. In: UNSPECIFIED.
Latif, N.A.A. and Abidin, I.M.Z. and Azaman, N. and Jamaludin, N. and Mokhtar, A.A. (2019) A Feature Extraction Technique Based on Factor Analysis for Pulsed Eddy Current Defects Categorization. In: UNSPECIFIED.
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
Mohsin, K.M. and Mokhtar, A.A. and W Tse, P. (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. ISSN 03080161
Taib, S.M. and Mohd Zabidi, Z.A. and Aziz, I.A. and Mousor, F.H. and Bakar, A.A. and Mokhtar, A.A. (2018) Discovery of corrosion patterns using symbolic time series representation and N-gram model. International Journal of Advanced Computer Science and Applications, 9 (12). pp. 554-560. ISSN 2158107X
Mokhtar, A.A. and Zulkifli, A. (2018) Effects of flow velocity on RBI analysis of cooling water heat exchangers. ARPN Journal of Engineering and Applied Sciences, 13 (14). pp. 4265-4271. ISSN 18196608
Soomro, A.A. and Mokhtar, A.A. and Akbar, A. and Abbasi, A. (2018) Modelling Techniques Used in the Analysis of Stratified Thermal Energy Storage: A Review. 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.
Soomro, A.A. and Mokhtar, A.A. (2018) Prediction of performance parameters of stratified TES tank using artificial neural network. 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.
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.
Mokhtar, A.A. and Noor, M.A.M. (2016) Comparative analysis of offshore pipeline reliability using degradation analysis and PF interval models. In: UNSPECIFIED.
Majid, M.A.A. and Nordin, A. and Mokhtar, A.A. (2016) Exergoeconomic power cost rates model for onshore and offshore gas turbines. ARPN Journal of Engineering and Applied Sciences, 11 (24). pp. 14322-14326. ISSN 18196608
Mulubrhan, F. and Mokhtar, A.A. and Muhammad, M. (2016) Fuzzy Activity Based Life Cycle Costing for Repairable Equipment. In: UNSPECIFIED.
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
Majid, M.A.A. and Fudzin, F. and Mokhtar, A.A. (2016) Replacement model for robots in automotive assembly plant. ARPN Journal of Engineering and Applied Sciences, 11 (14). pp. 8562-8567. ISSN 18196608
Khan, M.M. and Mokhtar, A.A. and Hussin, H. (2016) A fuzzy-based model to determine CUI corrosion rate for carbon steel piping systems. ARPN Journal of Engineering and Applied Sciences, 11 (22). pp. 13325-13330. ISSN 18196608
Hussin, H. and Ghazali, Z. and Suratanin, N.A. and Muhamad, M. and Mokhtar, A.A. (2016) An investigation into root cause failure analysis (RCFA) practices in oil and gas industry. ARPN Journal of Engineering and Applied Sciences, 11 (22). pp. 13372-13375. 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.
Mokhtar, A.A. and Saari, N. and Ismail, M.C. (2015) Assessment of insulated piping system inspection using logistic regression. Lecture Notes in Mechanical Engineering, 19. pp. 265-277. ISSN 21954356
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
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.
Mokhtar, A.A. and Ismail, M.C. and Zainordin, A.B. and Shahid, S. (2014) A Framework for estimating piping reliability subject to corrosion under insulation. 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
Wassan, R.K. and Majid, M.A.A. and Mokhtar, A.A. (2014) Impact of different repair assumptions on repairable system risk assessment. Research Journal of Applied Sciences, Engineering and Technology, 7 (4). pp. 870-874. ISSN 20407459
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.
Wassan, R.K. and Majid, M.A.A. and Mokhtar, A.A. (2014) Risk matrix model for rotating equipment. In: UNSPECIFIED.
Abd Majid, M.A. and Wassan, R.K. and Mokhtar, A.A. (2014) Semi-quantitative risk assessment matrix for rotating equipment. Advanced Materials Research, 845. pp. 647-651. ISSN 10226680
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.
Hussin, H. and Hashim, F.M. and Mokhtar, A.A. (2012) Systematic approach to maintainability analysis at operational phase. Journal of Applied Sciences, 12 (24). pp. 2562-2567. ISSN 18125654
Mokhtar, A.A. and Ismail, M.C. (2011) Probabilistic reliability assessment of an insulated piping in the presence of corrosion defects. Journal of Applied Sciences, 11 (11). pp. 2063-2067. 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.