IIUM Repository

Dr Dwi Pebrianti

ASSISTANT PROFESSOR

Mechanical & Aerospace Engineering

Kulliyyah of Engineering

CONTROL SYSTEM, MECHATRONICS, ROBOTICS, OPTIMIZATION ALGORITHM, ARTIFICIAL INTELLIGENCE, IMAGE PROCESSING

Dwi Pebrianti is an Assistant Professor at the Department of Mechanical and Aerospace Engineering, International Islamic University Malaysia (IIUM). Previously, she was a senior lecturer in Universiti Malaysia Pahang, Malaysia in the field of Electrical and Electronics Engineering since 2013 until 2022. Post-Doctoral researcher in Graduate School of Engineering, Chiba University since 2011 until 2012. Additionally, she was an Indonesian language lecturer in Keiai University, Japan since 2007 until 2012. Currently, she is a Senior Member of the Institution of Electrical and Electronics Engineers and an Executive Professional Engineers (IPU) from The Institution of Engineers, Indonesia (PII). She received Philosophy Doctor in Artificial System Science from Chiba University, JAPAN in 201more...

Ph.D in Artificial System Science 2021: Member of Profesional Body / Association: (Engineering Technologist), Board of Engineers Malaysia

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Latest Additions

  1. Marzuki, Muhammad Farhan and Samad, Rosdiyana and Noordin, Nurul Hazlina and Abdullah, Nor Rul Hasma and Mustafa, Mahfuzah and Pebrianti, Dwi (2026) YOLO-based scene recognition via object co-occurrence for the visually impaired. In: 2026 IEEE International Conference on Mechatronics, 8-9 September 2026, Kulliyyah of Engineering, IIUM.
  2. Pebrianti, Dwi and Md. Yusof, Hazlina and Samad, Rosdiyana and Bayuaji, Luhur (2026) Project-based learning implementation in instrumentation and measurement: evidence from student prototypes, simulation projects, and multi-semester rubric assessment. In: 2026 IEEE International Conference on Mechatronics, 8-9 September 2026, Kulliyyah of Engineering, IIUM.
  3. Alif Roslan, Muhammad and Samad, Rosdiyana and Noordin, Nurul Hazlina and Abdullah, Nor Rul Hasma and Mahfuzah, Mahfuzah and Pebrianti, Dwi (2026) Dual-language visual-assisted speech command recognition system for hearing-impaired learners during driving lessons. In: 2026 IEEE International conference on Mechantronics, 8 September 2026, Kulliyyah of Engineering, IIUM.
  4. Pebrianti, Dwi and Setyawan, Sigit and Imelda, Imelda and Samad, Rosdiyana and Bayuaji, Luhur (2026) A lag-enhanced machine learning framework for weather-induced ropax ferry risk prediction: a case study of the java-sumatra corridor. In: 2026 10th International Conference on Mechatronics Engineering (ICOM), 8 September 2026, Kulliyyah of Engineering, IIUM.
  5. M Ramli, Roshahliza and Najib, Muhammad Sharfi and Pebrianti, Dwi (2026) A theory-driven LMS-based intervention for enhancing student motivation, cognitive engagement and performance in engineering education. International Journal of Information and Education Technology, 16 (10). pp. 2681-2691. E-ISSN 2010-3689
  6. R.M, Eqbal and Mohd Yatim, Norfazrina Hayati and Pebrianti, Dwi and M.R, Muhammad Hafeez (2026) Development of a web-based monitoring system for the maintenance of centrifugal pumps. Journal of Mechanical Engineering and Technology, 18 (1). pp. 54-61. ISSN 2180-1053 E-ISSN 2289-8123
  7. Tri Pranoto, Gatot and Pebrianti, Dwi and Religia, Yoga and Agusalim, Lestari (2026) Explainable machine learning framework for hotel customer loyalty prediction using transactional behavioral data. Jurnal Ilmiah Ilmu Terapan Universitas Jambi, 10 (3). pp. 1641-1662. ISSN 2580-2240 E-ISSN 2580-2259
  8. Rohman, Fatkhur and Pebrianti, Dwi and Yudiyanto, Eko and Fatimah, Annisa and Hadi Susilo, Sugeng and Pratama, Rizki Priya (2026) Pemberdayaan usaha kecil dan menengah dinara Wooden Heel di Kota Malang, Jawa Timur melalui implementasi mesin grafir CNC laser. Jurnal Pengabdian Masyarakat Indonesia, 6 (1). pp. 174-185. ISSN 2775-3034 E-ISSN 2775-3026
  9. Tri Pranoto, Gatot and Religia, Yoga and Pebrianti, Dwi (2026) Predicting consumer purchase intention in informal retail using machine learning and the Purchase Intention Probability Index (PIPI). Applied Information System and Management (AISM), 9 (1). pp. 109-116. ISSN 2621-2536 E-ISSN 2621-2544
  10. Nafiansyah Putra, Caesar and Nugroho, Fresy and Imamudin, Mochamad and Pebrianti, Dwi and Abdelhamid Hammad, Jehad and Lestari, Tri Mukti and Maharani, Dian and Nurrahman, Alfina (2026) Car selection in games using multi-objective optimization by ratio analysis based on player achievement. Computer Science and Information Technologies, 7 (1). pp. 30-45. ISSN 2722-323X E-ISSN 2722-3221
  11. Rosadi, Audrey and Pebrianti, Dwi and Bayuaji, Luhur and Riyanto, Indra (2026) Design and simulation of hyperspectral lens system for a flood monitoring CubeSat. In: 2025 IEEE International Conference on Aerospace Electronics and Remote Sensing Technology (ICARES), 23-24 October 2025, Surabaya.
  12. Fressy, Nugroho and Asto Buditjahjanto, I Gusti Putu and Pebrianti, Dwi and Hammad, Jehad A. H and Moch, Fachri and Lestari, Tri Mukti and Maharani, Dian and Nurrahman, Alfina (2026) Serious game intelligent transportation system based on internet of things. IAES International Journal of Artificial Intelligence (IJ-AI), 15 (1). pp. 177-190. ISSN 2089-4872 E-ISSN 2252-8938
  13. Pebrianti, Dwi and Nazri, MUHAMMAD NAZHIF Adib and Zaharudin, Muhammad Danish Putra and Hamidun, Muhammad Iman Arriz and Zulazwer, Zarif Nazhan and Mohtar, Muhammad Naufal and Bayuaji, Luhur and Md. Yusof, Hazlina (2026) Bridging theory and practice in motion detection: a reflective evaluation of pir sensing systems by engineering students. Intelligent system And Sustainable Energy, 1 (1). pp. 11-20.
  14. Sree Ram, Kirthy Manimaran and Mohd Saad, Norhafidzah and Azmi, Siti Hajar and shankara, Nandhana and Abas, Mohammad Fadhil and Pebrianti, Dwi (2025) Integrating photovoltaic distributed generation and reactive power compensation for sustainable power distribution networks. In: 2025 IEEE 8th International Conference on Electrical, Control and Computer Engineering (InECCE), 27-28 august 2025, Kuantan Malaysia.
  15. Mohd Saad, Norhafidzah and Mat Yusuf, Muhammad Alif and Abas, Mohammad Fadhil and Pebrianti, Dwi and Jaalam, Norazila and Ab. Ghani, Suliana (2025) A novel fuzzy – backward/forward sweep power flow for uncertainty management in radial distribution network with photovoltaic generation. Energy Storage and Saving, 4 (4). pp. 485-499. ISSN 2772-6835
  16. Zakaria, Mohd. Sharif and Abas, Mohammad Fadhil and Mohd Saad, Norhafizah and Sulaiman, Mohd Herwan and Pebrianti, Dwi (2025) Anomaly detection in quadcopter flight: harnessing frequency domain analysis and barnacle mating optimization. Bulletin of Electrical Engineering and Informatics, 14 (4). pp. 3146-3160. ISSN 2089-3191 E-ISSN 2302-9285
  17. Pebrianti, Dwi and Wijanarko, Whena and Bayuaji, Luhur and Toha, Siti Fauziah (2025) Analysis and comparison of classification algorithms for credit approval in Islamic banks. PERINTIS eJournal, 15 (1). pp. 1-14. E-ISSN 2232-0725
  18. Pebrianti, Dwi and Abd Halim, Amir Ariff and Jais, Amirullah and Muhammad Nadzri, Mohamad Mukri Najmi and Samad, Rosdiyana and Bayuaji, Luhur (2025) A two-wheel mobile robot platform for simulating and understanding spacecraft attitude dynamics and control. MEKATRONIKA: Journal of Intelligent Manufacturing and Mechatronics, 7 (1). pp. 30-40. E-ISSN 2637-0883
  19. Hadi Susilo, Sugeng and Yudiyanto, Eko and Rohman, Fatkhur and Wirawan, Wirawan and Adiwidodo, Satworo and Nur Huda, Muhammad Arif and Kurniawan, Bakti Indra and Pebrianti, Dwi and Abas, Mohammad Fadhil (2025) Study of stator slot configuration and coil diameter on BLDC motor efficiency and stability. Mechanical Engineering Technology, 1 (1(81)). pp. 15-20. ISSN 2664-9969 E-ISSN 2706-5448
  20. Putra Gitama, Nahindi and Hidayat, Najmul and Pebrianti, Dwi (2024) Effect of coconut shell-based active carbon adsorbent on motorcycle exhaust gas emissions. Evrimata: Journal of Mechanical Engineering, 1 (3). pp. 88-96. E-ISSN 3025-1265

Most Viewed Items

Item titleViews
1Automated-tuned hyper-parameter deep neural network by using arithmetic optimization algorithm for Lorenz chaotic system1359
2Best lecturer decision support system using method Analytical Hierarchy Process (AHP) and simple adaptive weighting (SAW)1305
3Interaction motion control on Tri-finger Pneumatic Grasper using variable convergence rate prescribed performance impedance control with pressure-based force estimator1227
4Performance evaluation of PID controller optimisation for wheel mobile robot using Bat based optimisation algorithm1219
5Problem based learning in aerospace engineering education: case study of MECH 4129 Engineering Lab IV (pre-liminary result)1171
6Technical job distribution at BSD SHARP service center using combination of naïve Bayes and K-Nearest neighbour1163
7The effect of pin length and compressive force in double side friction stir welding on bending strength of AA11001150
8Integrated robotic arm control: inverse kinematics, trajectory planning, and performance evaluation for automated welding1145
9Using content-based filtering and apriori for recommendation systems in a smart shopping system1134
10XgBoost hyper-parameter tuning using Particle Swarm Optimization for stock price forecasting1093
11Detecting problematic vibration on unmanned aerial vehicles via genetic-algorithm methods1077
12Micro small medium enterprises intention to implement circular economy in Solo, Indonesia1065
13Exploring micro aerial vehicle mechanism and controller design using Webots simulation1050
14Predictive maintenance in aerospace industry using Convolutional Neural Network1012
15Designing a laboratory assistant attendance system using Radio Frequency Identification (RFID) technology based on IOT1004
16Jenis-jenis robot dan keunikannya994
17Application of multi-criteria promethee method to assist character selection in the endless runner game992
18Optimization study of the ratio of bioethanol bioaceton ron 90 on the power and emissions of a 110cc gasoline motor981
19Implementation of STEM-based inquiry in learning fundamental laws of chemistry: students’ perception and response965
20Navigating urban skies: obstacle avoidance strategies for quadrotor MAVs926
21Optimization of feature selection in Support Vector Machines (SVM) using recursive feature elimination (RFE) and particle swarm optimization (PSO) for heart disease detection916
22Effect of coconut shell-based active carbon adsorbent on motorcycle exhaust gas emissions914
23Design and implementation of a human machine interface control system for power plants902
24A comparative study of deep learning models for the classification of knee osteoarthritis in X-ray images890
25Power and emission estimation of plastic waste pyrolysis-derived fuel blends in internal combustion engines877
26Study of stator slot configuration and coil diameter on BLDC motor efficiency and stability860
27Comparative analysis of deep learning models for sheep detection in aerial imagery854
28A two-wheel mobile robot platform for simulating and understanding spacecraft attitude dynamics and control840
29Enhancing quality engineering education through mobile learning integration: a contribution to SDG 4800
30Analysis and comparison of classification algorithms for credit approval in Islamic banks755