Staff Directory
Academic Qualifications
- Engineering (Electrical/Electronic) - Doctor of Philosophy, University of Nottingham
- Engineering (Electrical/Electronic) - Bachelor Degree, University of Nottingham
Siti Hajar Binti Yusoff (Assoc. Prof. Ts. Dr.)
Associate Professor
IIUM Gombak Campus
KULLIYYAH OF ENGINEERING
Other's position:
Deputy Director, Office of International Affairs
sitiyusoff@iium.edu.my
4531
Expert Profile
Dr Siti Hajar Yusoff a former student of Kolej Yayasan UEM (KYUEM), Lembah Beringin. She obtained first class with honours in her MEng Degree (First Class Hons) (Electrical Engineering) and Doctor of Philosophy in Electrical& Electronic Engineering from the University of Nottingham, UK. Currently, she is attached to the Department of Electrical and Computer Engineering. Her specialization is in the area of power electronics and nonlinear control systems. Her research interests include energy management systems, converters, renewable energy storage, microgrid, and Artificial Intelligence.
Area of Specialisation
- Engineering Tech ~ Engineering And Technology ~ Electrical and Electronic Engineering ~ Other Electrical and Electronic Engineering n.e.c. - Engineering (Electrical/Electronic)
Professional Membership
- 2019 - 2020 : Member of Profesional Body / Association: (member), Institute of Electrical and Electronics Engineers (IEEE)
- 2019 : Member of Profesional Body / Association: (Graduate Member), Instituition of Engineers Malaysia (IEM)
Teaching Responsibilities
| ADVANCED ELECTRICAL LAB | 2025/2026 2024/2025 |
| AUTOMATON AND INSTRUMENTATION LAB | 2023/2024 |
| CONTROL SYSTEMS | 2016/2017 |
| ELECTRICAL AND COMPUTER ENG. LAB III | 2022/2023 2021/2022 2020/2021 |
| Electrical and Computer Eng. Lab- III | 2020/2021 2019/2020 2018/2019 2017/2018 |
| ELECTRICAL AND COMPUTER ENGINEERING LAB III | 2018/2019 2017/2018 2016/2017 |
| ELECTRICAL ENERGY UTILIZATION AND PRACTICE | 2025/2026 2024/2025 |
| ELECTRICAL ENGINEERING LAB | 2015/2016 |
| ELECTRONICS | 2015/2016 2014/2015 |
| ENGINEERING INDUSTRIAL TRAINING | 2019/2020 2016/2017 2015/2016 |
| ENGINEERING LAB II | 2015/2016 |
| FINAL YEAR PROJECT 1 | 2019/2020 |
| FINAL YEAR PROJECT 2 | 2025/2026 2024/2025 |
| FINAL YEAR PROJECT I | 2023/2024 2020/2021 2019/2020 2018/2019 |
| FINAL YEAR PROJECT II | 2024/2025 2023/2024 2022/2023 2021/2022 |
| INTEGRATED DESIGN PROJECT | 2021/2022 |
| INTRODUCTION TO ELECTRICAL POWER SYSTEMS | 2022/2023 2021/2022 2020/2021 2019/2020 2018/2019 2017/2018 |
| POWER ELECTRONICS AND DRIVES | 2023/2024 2022/2023 |
| PROGRAMMING FOR ENGINEERS | 2018/2019 2017/2018 2016/2017 2015/2016 |
| PROJECT II | 2018/2019 |
| RENEWABLE ENERGY AND GREEN TECHNOLOGY | 2025/2026 2024/2025 |
| SEMINAR | 2021/2022 2020/2021 2019/2020 |
| USRAH IN ACTION 1 | 2024/2025 |
| USRAH IN ACTION 2 | 2024/2025 |
Supervision
|
An Efficient Photovoltaic Power System For Renewable Energy With Hybrid Approach.
Ph.D
Completed
2025
Co-supervisor
|
|
Self-Organizing Wireless Sensors Networks With Mcdm-Saw Clustered Routing, Anfis-Based Near-Ground Propagation, And Lm-Ann Adaptive Power Control.
Ph.D
Completed
2023
Co-supervisor
|
|
Equal Area Of Stepped Waveform Generation Technique For Multilevel Inverter
.
Ph.D
Completed
2019
Co-supervisor
|
|
Maximum Power Point Tracking Control Scheme For Small Scale Wind Turbine.
Ph.D
Completed
2019
Co-supervisor
|
|
Model Predictive Control-Based Energy Management Framework For Isolated Microgrid.
Ph.D
In Progress
Main Supervisor
|
|
Energy Management Of Hybrid Power Plant Systems During Low Energy Generation Using Machine Learning.
Ph.D
In Progress
Main Supervisor
|
|
Performance Analysis Of Model Predictive Control Based Energy Management System To Improve Energy Transmission.
Ph.D
In Progress
Main Supervisor
|
|
Predictive Control Strategies Model In Islanded Microgrid With Renewable Energy Integration.
Ph.D
In Progress
Main Supervisor
|
|
Classification Of Stress Level Using Deep Learning Algorithm Based On Electroencephalograph (Eeg) Signal.
Ph.D
In Progress
Co-supervisor
|
|
Deep Learning Wireless Indoor Localisation Model With Privacy Preserving Feature
.
Ph.D
In Progress
Co-supervisor
|
|
Energy Management System For Pv-Bess-Diesel Generator Islanded Microgrid Using Model Predictive Control.
Master
Completed
2025
Main Supervisor
|
|
Enhanced Yolov8 With Attention Mechanism And High Resolution Prediction For Real-Time Drone Detection.
Master
Completed
2025
Co-supervisor
|
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Voltage Drop Model Analysis In Determining The Voltage Transformer For Grid Feeder.
Master
Completed
2024
Main Supervisor
|
|
Modeling Of Optimal Reconfigurable Microgrid For Electric Vehicle Integration.
Master
Completed
2023
Co-supervisor
|
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Predictive Model For River Bank Erosion Using Dimensional Analysis And Ensemble Method.
Master
Completed
2023
Co-supervisor
|
|
Design And Performance Analysis Of Flexible Microstrip Patch Antenna With Rubber Substrate At 2.45 Ghz.
Master
Completed
2022
Co-supervisor
|
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Integration Of Ac-Dc Hybrid Biomass-Solar Photovoltaic-Wind Turbine For Microgrid Application In Mersing
.
Master
Completed
2022
Co-supervisor
|
|
Multiple Coil Pair Geometric Designs For Inductive Wireless Power Transfer.
Master
Completed
2021
Main Supervisor
|
|
Design Of Inductive Pad Coupler In Dynamic Wireless Power Transfer For Electric Vehicle.
Master
Completed
2019
Main Supervisor
|
|
Design Of Ferrite Core Based On Dynamic Wireless Power Transfer In Ev.
Master
Completed
2019
Main Supervisor
|
|
Wireless Mobile Charger Circuit Design.
Master
Completed
2019
Main Supervisor
|
|
Design Of Efficient Algorithm For Waste Management.
Master
Completed
2018
Main Supervisor
|
|
Enhanced Passive Balancing Approach For Battery Management Systems Using Machine Learning.
Master
In Progress
Main Supervisor
|
|
Photovoltaic Power Generation Forecasting Using Deep Learning Algorithms.
Master
In Progress
Co-supervisor
|
Research Projects
Completed
| 2021 - 2021 | National Electrical and Electronic (E&E) Roadmap 2021-2030 |
| 2020 - 2023 | Modeling of Optimal Reconfigurable Microgrid for Electric Vehicle Integration |
| 2020 - 2022 | Model Predictive Control (MPC) for Energy Management System in micro grid. |
| 2019 - 2023 | Decision and Game Theory based Comprehensive Tactical Modelling of Node Misbehaviour for Threat Computing in MANET based IoT System |
| 2019 - 2022 | Structural Studies of Glass-Polymer Composite for More Robust Flexible Wearable Antenna via Injection Moulding Process |
| 2019 - 2022 | Highly Efficient Li-Ion Battery Recycling with capacity-sorted optimisation for secondary energy storage system |
| 2017 - 2020 | Modeling Novel Maximum power point Tracking Algorithm for Small Scale Wind Turbine System |
| 2016 - 2018 | Strategic Profiling and Analytic Modelling of Node Misbehaviour in Adhoc Networks Via Game Theory |
| 2015 - 2019 | Fundamental Study on the Current Distribution in Soil due to Impulse Discharge for Lightning Protection from Indirect Lightning |
| 2015 - 2019 | An Enhanced Modulated Predictive Control of AC/AC Converter for Wind Turbine to Reduce the Cost of Electricity |
On-Going
| 2025 - Present | STEM for Sustainability: Empowering School Children Through Renewable Energy and Technology |
| 2025 - Present | Developing A UK-Malaysia Community of Practice to Empower Women in Global HE Leadership |
| 2025 - Present | Empowering Asnaf B40 and High School Students with Renewable Energy and Microgrid Knowledge for Sustainable Development |
| 2024 - Present | Eco-Cities and Clean Energy : A COIL-Enhanced Global Mobility Program for Sustainable Research and Cultural Exchange |
| 2024 - Present | Enhancing Energy Efficiency and Reducing Lighting Costs Through Electrodeless Sulfur Lamps with Microwave Excitation |
| 2023 - Present | Electrical and Mechanical Properties of Flexible Substrate Material via Additive Manufacturing for More Bendable Wearable Antennas |
| 2023 - Present | Investigation of Partial Discharge Recognition Techniques under DC Stress with Superimposed Voltage Disturbance |
| 2022 - Present | Antenna: How does it Work? |
| 2022 - Present | Energy Management System for RES and ESS Integration to the Islanded Microgrid |
| 2021 - Present | Space Radiation Effects on Optical Transceiver System of Satellite at Near Equatorial Low Earth Orbit |
Awards & Recognition
| 27 Nov, 2024 | 2nd runner up -New Energy in the CHESS Innovation Challenge 2024 - | National |
| 30 Jul, 2024 | Bronze Medal - Institute of Electrical and Electronics Engineers (IEEE) | International |
| 30 Jul, 2024 | Bronze Medal - Institute of Electrical and Electronics Engineers (IEEE) | International |
| 13 Mar, 2024 | Special Recognition Award - International Islamic University Malaysia | University |
| 15 Nov, 2023 | Best Paper Award - Universiti Teknologi MARA (UiTM) | National |
| 18 Sep, 2019 | Bronze for Eco Friendly Portable Charger in KERICE - Kuliyyah of Engineering, IIUM | KCDIO |
Publications
Articles
Conference or Workshop Items
| 2024 | A comparative analysis of LSTM, SVM, and GSTANN models for enhancing solar power prediction. In: IEEE 10th International Conference on Smart Instrumentation, Measurement and Applications, |
| 2024 | Accurate EEG-based emotion recognition using LSTM and BiLSTM networks. In: IEEE 10th International Conference on Smart Instrumentation, Measurement and Applications, |
| 2024 | BirDrone: a novel dataset for enhanced drone and bird detection using YOLOv9. In: IEEE 10th International Conference on Smart Instrumentation, Measurement and Applications, |
| 2024 | Energy management system of a microgrid using deep learning. In: IEEE 10th International Conference on Smart Instrumentation, Measurement and Applications, |
| 2024 | Load forecasting for air conditioning systems using linear regression and artificial neural networks. In: IEEE 10th International Conference on Smart Instrumentation, Measurement and Applications, |
| 2023 | Comparative analysis of MLP and CNN-LSTM models for solar power generation forecasting. In: IEEE 9th International Conference on Smart Instrumentation, Measurement and Applications (ICSIMA 2023), |
| 2023 | Design and evaluation of a high-performance extensible DC-DC converter integrated with ANN based MPPT controller. In: 2023 9th International Conference on Computer and Communication Engineering (ICCCE), |
| 2023 | Development of high-performance single inductor quadratic multilevel DC-DC step-up converter with MPPT controller. In: 2023 3rd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), |
| 2023 | Performance comparison of a flexible circular microstrip patch antenna on various rubber-carbon compositions. In: 2023 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION, |
| 2023 | Scheduling of the battery for peak shaving using Model Predictive Control (MPC). In: ICSIMA 2023 The 9th IEEE International Conference on Smart Instrumentation, Measurement and Applications 2023, |
| 2023 | Smart meter based on IoT platform. In: 2023 9th International Conference on Computer and Communication Engineering (ICCCE), |
| 2023 | Using model predictive control in renewable energy sources. In: 9th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2023, |
| 2023 | Utilizing voltage drop model analysis to determine the optimal Voltage Regulated Distribution Transformer (VRDT) for grid feeders. In: 9th International Conference on Computer and Communication Engineering, |
| 2022 | A new high step-up DC-DC converter for photovoltaic application: switch inductor cell combined with voltage doubler circuit. In: 2022 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET), |
| 2021 | Design and performance analysis of flexible microstrip patch antenna with rubber substrate. In: 2021 8th International Conference on Computer and Communication Engineering (ICCCE), |
| 2021 | Design of circular pad coupler of inductive power transfer for electric vehicle (EV). In: 2021 8th International Conference on Computer and Communication Engineering (ICCCE), |
| 2021 | Design of U and I Ferrite Core On Dynamic Wirelesss Charging for Electric Vehicle. In: 8th International Conference on Computer and Communication Engineering, ICCCE 2021, |
| 2021 | Evaluation of Energy Harvesting for Smart Cane Application. In: 2021 8th International Conference on Computer and Communication Engineering (ICCCE), |
| 2021 | Integration of hybrid biomass-solar photovoltaic-wind turbine in microgrid application. In: 2021 8th International Conference on Computer and Communication Engineering (ICCCE), |
| 2021 | Machine Learning-Based Stress Level Detection from EEG Signals. In: 2021 IEEE 7th International Conference on Smart Instrumentation, Measurement and Applications, |
| 2021 | Mathematical Design of Coil Parameter for Wireless Power Transfer using NI Multisims Software. In: 8th International Conference on Computer and Communication Engineering, ICCCE 2021, |
| 2021 | Power prediction mode technique for Hill Climbing Search algorithm to reach the maximum power point tracking. In: 2nd International Conference on Electrical, Control and Instrumentation Engineering (ICECIE 2020), |
| 2021 | River phosphorus pollution sensory detection & quantification system. In: ICCCE 2021 International Conference on Computer and Communication Engineering 2021, |
| 2021 | Securing wireless communication using RF fingerprinting. In: 2021 8th International Conference On Computer Communication Engineering (ICCCE), |
| 2021 | Wearable based-sensor fall detection system using machine learning algorithm. In: 2021 8TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION ENGINEERING (ICCCE), |
| 2020 | Design of flexible microstrip patch antenna using rubber substrate for brain tumor detection. In: 2020 18th IEEE Student Conference on Research and Development (SCOReD), |
| 2020 | Induced current distribution in 3D soil model as lightning impulse discharge strike earth surface. In: 9th International Conference on Power and Energy Systems (ICPES 2019), |
| 2020 | Paper review: maximum power point tracking for wind energy conversion system. In: 2020 2nd International Conference on Electrical, Control and Instrumentation Engineering (ICECIE), |
| 2018 | Analysis on smart waste management in Malaysia. In: 2nd International Conference on Intelligent Systems Engineering (ICISE) 2018, |
| 2018 | Automatic metal waste separator system in Malaysia. In: 7th International Conference on Computer and Communication Engineering, ICCCE 2018, |
| 2018 | Discrimination of residual and recyclable household waste for automatic waste separation system. In: 2018 7th International Conference on Computer and Communication Engineering (ICCCE), |
| 2018 | Energy management in IIUM library considering user behaviour. In: 2nd International Conference on Intelligent Systems Engineering (ICISE) 2018, |
| 2018 | Improved radiation characteristic of balanced antipodal vivaldi antenna in array configuration. In: 2nd International Conference on Intelligent Systems Engineering (ICISE) 2018, |
| 2018 | LoRa LPWAN propagation channel modelling in IIUM Campus. In: 2018 7th International Conference on Computer Communication Engineering (ICCCE2018), |
| 2018 | Material classification of recyclable waste using the weight and size of waste. In: 7th International Conference on Computer and Communication Engineering, ICCCE 2018, |
| 2018 | Modeling soil electrical conductivity under impulse discharge for electrical ground system. In: Eighth International Conference On Advances in Computing, Electronics and Electrical Technology - CEET 2018, |
| 2018 | Modulation indices embedded carrier-based PWM generation for modular multilevel converter. In: 2nd International Conference on Intelligent Systems Engineering (ICISE) 2018, |
| 2018 | Smart street light using intensity controller. In: 7th International Conference on Computer and Communication Engineering (ICCCE) 2018, |
| 2017 | Discharge current distribution in stratified soil under impulse discharge. In: The International Technical Postgraduate Conference (Tech-Post 2017), |
| 2017 | Harmonics elimination based on curve fitting method for modular multilevel converters. In: IEEE Region Ten Conference (Tencon) 2017, |
| 2017 | High voltage discharge profile on soil breakdown using impulse discharge. In: The International Technical Postgraduate Conference (Tech-Post 2017), |
| 2017 | The combination of Newton-Raphson method and curve-fitting method for PWM-based inverter. In: International Conference on Electrical and Electronic Engineering 2017 (IC3E2017), |
| 2016 | Stepped waveform generation for multilevel inverter topology applications. In: 6th International Conference on Computer and Communication Engineering (ICCCE 2016), |
Book Sections
| 2022 | Energy security role of renewable and low-carbon technologies. In: Elsevier, ISBN: 9780128240847, pp. 39-56 |
| 2018 | Trust and resource oriented communication scheme in mobile ad hoc networks. In: Springer, ISBN: 978-3-319-69265-4, pp. 414-430 |
Monograph
| 2018 | Strategic Profiling and Analytic Modelling of Node Misbehaviour in Adhoc Networks via Game Theory. In: , |