ASSOCIATE PROFESSOR DR. AHMAD FAISAL BIN MOHAMAD AYOB
Faculty of Ocean Engineering Technology
ahmad.faisal@umt.edu.my
https://wise.umt.edu.my/ahmad.faisal
Executive Summary
-
Expertise
ENGINEERING
Mechanical Engineering
Marine Engineering and Naval Architecture
Ship and Platform Structure and Hydrodynamics
Publications
Indexed Journal (Scopus & Wos)
Non-Indexed Journal
Books
Chapter In Books
Proceedings
RM1,903,257.00
Approved Grants
0
H-Index (Scopus)
7
Number of Projects
11
Total Postgraduate Students
PUBLICATIONS
Journals
Note: This list is compiled based on data from the last five years.
| No. | Article Title | Year | Journals | Indexing | Authorship |
|---|---|---|---|---|---|
| 1 | Applications Of Artificial Intelligence In Ship Berthing: A Review | 2022 | Indian Journal Of Geo-marine Sciences | WoS | Corresponding Author |
| 2 | Investigation Of Chaotic Behavior And Adaptive Type-2 Fuzzy Controller Approach For Permanent Magnet Synchronous Generator (pmsg) Wind Turbine System | 2023 | Aims Mathematics | Scopus | Co Author |
| 3 | Dynamic Analysis And Circuit Design Of A New 3d Highly Chaotic System And Its Application To Pseudo Random Number Generator (prng) And Image Encryption | 2024 | Sn Computer Science | Scopus | Co Author |
| 4 | Defect Analysis To Improve Quality In Traditional Shipbuilding Processes | 2022 | International Journal Of Global Optimization And Its Application | Google Scholar | Corresponding Author |
| 5 | Efficient, Accurate And Fast Pupil Segmentation For Pupillary Boundary In Iris Recognition | 2023 | Advances In Engineering Software | Scopus | Co Author |
| 6 | Computer Vision And Image Processing Approaches For Corrosion Detection | 2023 | Journal Of Marine Science And Engineering | Scopus | Co Author |
| 7 | Real-time Analysis Of Inverter Performance Via Scada Haiwell Online Monitoring | 2024 | Journal Of Advanced Research In Applied Sciences And Engineering Technology | Scopus | Co Author |
| 8 | Continuous Improvement Strategy In Traditional Shipyard Industry: A Holistic Approach Towards Sustainability | 2023 | Journal Of Optimization In Industrial Engineering | Scopus | Co Author |
| 9 | Effective Periodic Noise Reduction For Ship Corrosion Image | 2025 | Journal Of Advanced Research Design | Scopus | Co Author |
| 10 | Risk Management Of Coastal Ring Roads To Rate Abrasion On The Lhokseumawe City | 2024 | Journal Of Advanced Research In Applied Sciences And Engineering Technology | Scopus | Co Author |
| 11 | Convolutional Neural Networks For Non-intrusive Load Monitoring: A Critical Analysis And Future Directions | 2026 | Applied Energy | Scopus | Co Author |
| 12 | Optimum Risk-based Management On The Lhokseumawe City Ring Road Which Is Vulnerable To Coastal Abrasion | 2022 | International Journal Of Engineering, Science And Information Technology | Google Scholar | Co Author |
| 13 | Investigation And Failure Analysis Of A Diesel Generator Connecting Rod | 2022 | Mechanical Engineering For Society And Industry | Scopus | Co Author |
| 14 | Failure Analysis Of Valve Unit For Man 9l21/31 Diesel Engine Generator | 2024 | Journal Of Advanced Research In Applied Sciences And Engineering Technology | Scopus | Co Author |
| 15 | A Critical Review Of Machine Learning Algorithms In Maritime, Offshore, And Oil & Gas Corrosion Research: A Comprehensive Analysis Of Ann And Rf Models | 2024 | Ocean Engineering | Scopus | Co Author |
| 16 | The Application Of Artificial Intellegence In Corrosion Monitoring | 2023 | Journal Of Engineering And Science Research | Non-Index | Co Author |
| 17 | Design Considerations And Factors Influencing Floating Offshore Wind Turbines Through Numerical Method And Industrial Practice | 2025 | Journal Of Advanced Research Design | Scopus | Co Author |
| 18 | A Review Of Predictive Maintenance Approaches For Corrosion Detection And Maintenance Of Marine Structures | 2024 | Journal Of Sustainability Science And Management | Scopus | Co Author |
| 19 | Optimizing Traditional Shipyard Industry: Integrating Vsm And Sustainability Indicators For Continuous Improvement | 2025 | Journal Of Advanced Research In Applied Sciences And Engineering Technology | Scopus | Corresponding Author |
| 20 | Real-time Detection And Classification Of Fish In Underwater Environment Using Yolov5: A Comparative Study Of Deep Learning Architectures: [wykrywanie I Klasyfikacja Ryb W Czasie Rzeczywistym W Srodowisku Podwodnym Przy Uzyciu Yolov5: Badanie PorÓwnawcze Architektur Glebokiego Uczenia] | 2024 | Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Srodowiska | Scopus | Co Author |
| 21 | Ship Structure Corrosion Detection Using Advanced Image Processing, Active Contour Algorithm, And Parallel Processing | 2025 | Ocean Engineering | WoS | Co Author |
| 22 | Development Of A Deep Learning-based System In Python 3.9 With Yolov5: A Case Study On Real-time Fish Counting Based On Classification | 2025 | Mathematical Modeling And Computing | Scopus | Co Author |
| 23 | Accurate Corrosion Detection And Segmentation On Ship Hull With Pixel Property Method | 2025 | Journal Of Advanced Research Design | Scopus | Co Author |
| 24 | Application Of Artificial Intelligence In Marine Corrosion Prediction And Detection | 2023 | Journal Of Marine Science And Engineering | Scopus | Co Author |
| 25 | Identifying The Shipyard Waste: An Application Of The Lean Manufacturing Approach | 2022 | International Journal Of Global Optimization And Its Application | MyCitex | Corresponding Author |
| 26 | Adaptive Initial Contour And Partly-normalization Algorithm For Iris Segmentation Of Blurry Iris Images | 2022 | Journal Of Information And Communication Technology | Scopus | Co Author |
| 27 | Electronic Circuit In The Two-scroll Hyperchaotic System With A Unique Saddle-point Rest Point And Its Synchronization Via Integral Sliding Mode Control | 2024 | Iaeng International Journal Of Applied Mathematics | Scopus | Co Author |
| 28 | Evaluation Of Neuroevolutionary Approach To Navigate Autonomous Surface Vehicles In Restricted Waters | 2023 | Defence S And T Technical Bulletin | Scopus | Corresponding Author |
| 29 | Advanced Techniques In Ship Corrosion Analysis: Integrating Active Contour Algorithms For Image Segmentation | 2025 | Journal Of Advanced Research Design | Scopus | Co Author |
| 30 | Real-time Detection And Classification Of Fish In Underwater Environment Using Yolov5: A Comparative Study Of Deep Learning Architectures [wykrywanie I Klasyfikacja Ryb W Czasie Rzeczywistym W Srodowisku Podwodnym Przy Uzyciu Yolov5: Badanie PorÓwnawcze Architektur Glebokiego Uczenia] | 2025 | Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Srodowiska | Scopus | Co Author |
| 31 | Development Of A Vision-based Mobile Robot With Artificial Neural Networks (ann) For Classification Of Tomato Ripeness | 2025 | Engineering Letters | WoS | Co Author |
| 32 | Investigation And Failure Analysis Of A Diesel Generator Connecting Rod | 2022 | Mechanical Engineering For Society And Industry | Google Scholar | Co Author |
| 33 | A Critical Analysis Of Machine Learning In Ship, Offshore, And Oil & Gas Corrosion Research, Part I: Corrosion Detection And Classification | 2024 | Ocean Engineering | Scopus | Co Author |
| 34 | Enhancing Production Process Performance In Traditional Shipyards: An Integrated Approach For Waste Identification And Performance Optimization | 2023 | Journal Of Optimization In Industrial Engineering | Scopus | Corresponding Author |
Books
| No. | Book Title | Year | Publisher | Authorship |
|---|---|---|---|---|
| 1 | Roundtable Discussion On Blue Economy | 2024 | Penerbit Umt | Co Author |
Chapter In Books
| No. | Book Title | Chapter Title | Year | Publisher | Authorship |
|---|---|---|---|---|---|
| 1 | Advanced Structured Materials | Failure Analysis Of A Connecting Rod Bearing Of A Diesel Engine Generator Set | 2024 | Springer | Co Author |
Proceeding
| No. | Article Title | Year | Proceeding | Indexing | Authorship |
|---|---|---|---|---|---|
| 1 | Modelling And Simulation Of Electric Machines For Bas Kite Plug-in Hybrid Electric Bus In Kuala Terengganu | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 2 | An Intelligent Autonomous Surface Vehicle Manoeuvring Analysis In Restricted Waters Via Neuroevolutionary Method | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 3 | Neuroevolutionary Reinforcement Learning Of An Autonomous Underwater Vehicle In Confined Space | 2024 | Lecture Notes In Electrical Engineering | Scopus | Main Author |
| 4 | State Of The Art Review On Autonomous Surface Vehicle Maneuvering Assessment | 2022 | 12th National Technical Seminar On Unmanned System Technology, Nusys 2020 | Scopus | Co Author |
| 5 | Work System Design Using Macroergonomic Analysis And Design Approach To Increase Productivity | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 6 | Identification Of Waste For Shipyard Through Lean Manufacturing Approach | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 7 | A Brief Review Of Unmanned Underwater Vehicle Human-machine Interaction | 2022 | 2022 Ieee 9th International Conference On Underwater System Technology: Theory And Applications, Usys 2022 | Scopus | Main Author, Corresponding Author |
| 8 | Modelling And Simulation Of Energy System Storage For Bas Kite Plug-in Hybrid Electric Bus In Kuala Terengganu | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 9 | Defect Analysis To Improve Quality Of Traditional Shipbuilding Processes In West Aceh District, Indonesia | 2023 | Aip Conference Proceedings | Scopus | Co Author |
| 10 | Identification Of Connecting Rod Diesel Engine Generator Set 3516 B Series Using The Finite Element Method | 2024 | Aip Conference Proceedings | Scopus | Co Author |
| 11 | Color-based Image Processing Techniques For Laser Range Finder: A Comparative Study On Air And Water Distance Detection | 2024 | Proceedings Of Spie - The International Society For Optical Engineering | Scopus | Co Author |
RESEARCH GRANTS
Note: This list is compiled based on data from the last five years.
| No. | Grant Title | Role | Level | Funder | Value (RM) | Status |
|---|---|---|---|---|---|---|
| 1 | A Stakeholder-driven Multi-criteria Decision Support Elucidation Of Corrosion Segmentation And Classification Algorithm On Underwater Hull Structures With Active Contour-convolutional Neural Network | Co-Researcher | University | UMT | RM40,000.00 | In Progress |
| 2 | Enhancement Of Driving Cycle Tracking Device Gps-based With The Integration Of Image-based Speed Measurement For Payang Water Taxi And Payang Express | Co-Researcher | National | KEMENTERIAN PENDIDIKAN TINGGI (KPT) | RM144,677.00 | In Progress |
| 3 | Investigation On Robust Contour Initialization And Active Contour Algorithm For Corrosion Rate Detection On Ship Body With Parallel Processing | Co-Researcher | National | KEMENTERIAN PENGAJIAN TINGGI (KPT) | RM70,600.00 | Completed |
| 4 | Development Of Intelligent Driving Cycle System To Evaluate The Energy Consumption And Emissions For Payang Water Taxi And Bus Kite Driving Cycle | Co-Researcher | University | UMT | RM80,000.00 | Completed |
| 5 | Construction Of Kuala Terengganu City Work Route Driving Cycle Using K-means Clustering Method For Energy Consumption And Emissions Analysis | Co-Researcher | National | Kementerian Pendidikan Malaysia (KPM) | RM109,800.00 | Completed |
| 6 | Construction Of Kuala Terengganu City Work Route Driving Cycle Using K-means Clustering Method For Energy Consumption And Emission Analysis | Co-Researcher | National | Kementerian Pengajian Tinggi (KPT) | RM124,000.00 | In Progress |
| 7 | Development Of A Ship Maneuvering Simulator (sotfware And Physical) Prototype For Inland Reverine And Port Operation Training | Project Leader | National | Kementerian Pendidikan Malaysia (KPM) | RM184,780.00 | Completed |
TEACHING
Note: This list is compiled based on data from the last five years.
| No. | Subject Name | Degree Level |
|---|---|---|
| 1 | Marine Electronics And Instrumentation | Bachelor |
| 2 | Automation And Control Systems | Bachelor |
| 3 | Mechanic Dynamics | Bachelor |
| 4 | Diesel Engines | Bachelor |
| 5 | Maritime Engineering Design | Bachelor |
| 6 | Maritime Engineering Design | Bachelor |
| 7 | Final Year Project I | Bachelor |
| 8 | Engineering Mechanics | Bachelor |
| 9 | Dynamics | Bachelor |
| 10 | Research Method In Technology | Bachelor |
| 11 | Final Year Project Ii | Bachelor |
| 12 | Final Year Research Project Ii | Bachelor |
| 13 | Occupational Safety & Health | Bachelor |
| 14 | Engineers, Law And Society | Bachelor |
POSTGRADUATE STUDENT
Note: This list is compiled based on data from the last five years.
| No. | Student Name | Degree | Status |
|---|---|---|---|
| 1 | Fitriadi | Doctor of Philosophy | Ongoing |
| 2 | Muzakir | Doctor of Philosophy | Ongoing |
| 3 | Seflahir Dinata | Doctor of Philosophy | Ongoing |
| 4 | Mohd.fakhruddin Bin Zainal Ashirin | Doctor of Philosophy | Ongoing |
| 5 | Hamizah Binti Ismail | Master | Completed |
| 6 | Nur Izzati Binti Mohd Jalal | Master | Completed |
| 7 | Ahmad Ali Imran Bin Mohd Ali | Master | Completed |
| 8 | K M Saiful Islam | Master | Ongoing |
| 9 | Md Mahadi Hasan Imran | Master | Completed |
| 10 | Rizki Multajam | Master | Ongoing |
| 11 | Nurul Husna Binti Hamzah | Master | Ongoing |
INTELLECTUAL PROPERTIES
Note: This list is compiled based on data from the last five years.
| No. | IP Title | IP Type | IP Status | Reference ID | Year |
|---|
CONSULTANCY
Note: This list is compiled based on data from the last five years.
| No. | Title | Date | Level | Client Name |
|---|---|---|---|---|
| 1 | Major Platform Underwater Inspection Via Mini Rov (remotely Operated Vehicle) | 01/08/2024 - 01/03/2025 | National | Petronas Global Technical Solutions Sdn Bhd (pgtssb) |
| 2 | Expert Advisory Council Petrosains Rbtx 2024 | 01/01/2024 - 01/12/2024 | International | Petrosains Sdn Bhd |
| 3 | Expert Advisory Council (petrosains Rbtx 2023) | 01/01/2023 - 01/12/2023 | International | Petrosains Sdn Bhd |
| 4 | Expert Advisory Council | 01/06/2022 - 01/12/2023 | International | Petrosains Sdn Bhd |
KNOWLEDGE TRANSFER
Note: This list is compiled based on data from the last five years.
| No. | Title | Year | Level | Collaborator | Funder |
|---|---|---|---|---|---|
| 1 | Memperkasakan Sains, Teknologi, Kejuruteraan Dan Matematik (stem) Di Kalangan Anak-anak Sekolah Rendah Mukim Mengabang Telipot | 2022 - 2023 | University | Community | KTAGS |
| 2 | Petrosains Rbtx Challenge 2022 | 2022 - 2022 | International | Industry | none |
| 3 | Program Petrosains Rbtx Challenge 2021 | 2021 - 2022 | International | Industry | none |
| 4 | 1st Malaysia Marine Industry Conference 2022 | 2022 - 2022 | National | Ngo | none |
AWARDS
| No. | Name of Awards/Recognition | Awarding Institution | Year Awarded | Level |
|---|---|---|---|---|
| 1 | Driving Cycle Tracking Device (dc-trad) | Agensi Nuklear Malaysia | 2023 | National |
| 2 | Marine Vehicle Operation Simulator Within Mobile Environment (port Master 2021 And Boat Simulator Apprentice) | Kementerian Pengajian Tinggi | 2022 | International |
