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...
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 2011, Master of Engineering in Precision Engineering from The University of Tokyo, JAPAN in 2006 under the MEXT Scholarship from Japanese Ministry of Education, Culture, Sports, Science and Technology. And Bachelor of Engineering in Control Engineering from Universitas Indonesia, INDONESIA in 2001.
During her study in Japan, Dwi Pebrianti was one of the recipients of College Women Association in Japan Scholarship, prestigious scholarship for only 3 foreign women conducting research in Japan, NEC C&C Research grant and also Iwatani Foundation Research Grant. She was also graduated from Multi-Career PhD program in Chiba University under the sponsorship of Japanese Ministry of Education, Culture, Sports, Science and Technology (MEXT). Her research work during PhD was awarded as the “BEST RESEARCH WORK”, cluster engineering in Chiba University.
Her main interests are including Nonlinear control & robotics, Unmanned Aerial Vehicle, underactuated mobile robot, Vision based robot navigation, Motion & dynamics control, Swarm robot control, Optimization technique, Machine Learning and Artificial Intelligence. She was the Principal Investigator of 11 research grants including Exploratory Research Grant Scheme (ERGS) in 2013, Fundamental Research Grant Scheme (FRGS) in 2014 under the Ministry of Higher Education Malaysia, Sustainable Research Collaboration Grant UMP-UiTM-IIUM in 2020 and Fundamental Research Grant Scheme under The Ministry of Higher Education, Indonesia. Additionally, she is the Co-Researcher for 21 research grants.
Ph.D in Artificial System Science
2021: Member of Profesional Body / Association: (Engineering Technologist), Board of Engineers Malaysia
Latest Additions
- Hikmat, Yudi Prana and Pebrianti, Dwi and Wijayanti, Linda and Melisa, Mulyadi and Ilman, Muhammad (2024) Design and implementation of a human machine interface control system for power plants. Mekatronika Journal of Mechatronics and Intelligent Manufacturing, 6 (2). pp. 26-38. E-ISSN 2637-0883
- Hadi Susilo, Sugeng and Mashudi, Imam and Santoso, Santoso and Hardjito, Agus and Pebrianti, Dwi (2024) Power and emission estimation of plastic waste pyrolysis-derived fuel blends in internal combustion engines. Eastern-European Journal of Enterprise Technologies, 6 (10). pp. 19-25. ISSN 1729-3774 E-ISSN 1729-4061
- Pebrianti, Dwi and Wong, Jack Kee and Bayuaji, Luhur and Solichin, Achmad (2024) Navigating urban skies: obstacle avoidance strategies for quadrotor MAVs. Journal of Physic, 2866 (2024) (012039). pp. 1-8. ISSN 1742-6588 E-ISSN 1742-6596
- Pohan, Lisa A. and Suyanti, Retno Dwi and Nugraha, Asep Wahyu and Pebrianti, Dwi and Panjaitan, Rahmadatina and Hasibuan, Selamat Husni (2024) Implementation of STEM-based inquiry in learning fundamental laws of chemistry: students’ perception and response. Jurnal Pendidikan IPA Indonesia, 13 (3). pp. 447-458. ISSN 2339-1286 E-ISSN 2089-4392
- Pebrianti, Dwi (2025) Jenis-jenis robot dan keunikannya. In: Jom Kenali Robotik. Firdaus Press Publications, Seri Kembangan, Selangor, Malaysia, pp. 29-33. ISBN 978-629-7706-12-2
- Bayuaji, Luhur and Kusnadi, Kusnadi and Amzah, Mochamad Yamin and Pebrianti, Dwi (2024) Optimization of feature selection in Support Vector Machines (SVM) using recursive feature elimination (RFE) and particle swarm optimization (PSO) for heart disease detection. In: 9th International Conference on Mechatronics Engineering (ICOM 2024), 13th - 14th August 2024, Kuala Lumpur, Malaysia.
- Ismail, Muhammad Syahmie and Samad, Rosdiyana and Pebrianti, Dwi and Mustafa, Mahfuzah and Abdullah, Nor Rul Hasma (2024) Comparative analysis of deep learning models for sheep detection in aerial imagery. In: 2024 9th International Conference on Mechatronics Engineering (ICOM), 13-14 August 2024, Kulliyyah of Engineering, IIUM.
- Pebrianti, Dwi and Mohammed Khalani, Muhammad Zulhakim and Rusdah, Rusdah and Bayuaji, Luhur (2024) Predictive maintenance in aerospace industry using Convolutional Neural Network. In: 9th International Conference on Mechatronics Engineering (ICOM 2024), 13th - 14th August 2024, Kuala Lumpur, Malaysia.
- Faris Jamil, Muhammad Irfan and Samad, Rosdiyana and Pebrianti, Dwi and Mustafa, Mahfuzah and Abdullah, Nor Rul Hasma and Noordin, Nurul Hazlina (2024) A comparative study of deep learning models for the classification of knee osteoarthritis in X-ray images. In: 9th International Conference on Mechatronics Engineering (ICOM 2024), 13th - 14th August 2024, Kuala Lumpur, Malaysia.
- Alfina, Nurrahman and Fressy, Nugroho and I.G.P, Asto Buditjahjanto and Pebrianti, Dwi and Jehad, A.H. Hammad and Moch, Fachri and Tri Mukti, Lestari and Dian, Maharani and Aji Bagas, Prakasa (2024) Application of multi-criteria promethee method to assist character selection in the endless runner game. Jurnal Teknik Informatika (JUTIF), 5 (4). pp. 1181-1189. ISSN 2723-3863 E-ISSN 2723-3871
- Kurniawan, Syifa and Pebrianti, Dwi (2023) Optimization study of the ratio of bioethanol bioaceton ron 90 on the power and emissions of a 110cc gasoline motor. Asian Journal Science & Technology, 2 (1). pp. 22-30. ISSN 2963-6752
- Zakaria, Mohd Sharif and Abas, Mohammad Fadhil and Dg Jamil, Fatimah and Mohd Saad, Norhafidzah and Hashim, Addie Irawan and Pebrianti, Dwi (2024) Detecting problematic vibration on unmanned aerial vehicles via genetic-algorithm methods. In: 20th International Colloquium on Signal Processing & Its Applications (CSPA 2024), 1st - 2nd March 2024, Langkawi, Malaysia.
- Aryo Putro Satriyono, Raden Danang and Pebrianti, Dwi and Asmara Sakti, Arga Seta (2024) Micro small medium enterprises intention to implement circular economy in Solo, Indonesia. In: The 10th International Conference on Engineering, Technology, and Industrial Application (ICETIA 2023), 7-8 December 2023, Surakarta, Indonesia.
- Satriawan, Sukma and Setiawan, Agus and Pebrianti, Dwi and Md. Zain, Zainah (2024) The effect of pin length and compressive force in double side friction stir welding on bending strength of AA1100. Journal of Evrimata: Mechanical Engineering, 1 (1). pp. 9-13. E-ISSN XXXX-XXXX
- Nur Huda, Arif and Pebrianti, Dwi and Md Zain, Zainah (2023) Integrated robotic arm control: inverse kinematics, trajectory planning, and performance evaluation for automated welding. Asian Journal Science and Engineering, 2 (2). pp. 82-100. ISSN 2963-6752
- Pratama, Maulana Krisna Bayu and Dewi, Yulia Puspita and Kusumawati, Tri Ika Jaya and Pebrianti, Dwi (2024) Designing a laboratory assistant attendance system using Radio Frequency Identification (RFID) technology based on IOT. Jurnal Inovasi danTeknologi Pembelajaran, 11 (1). pp. 43-54. ISSN 2406-8780 E-ISSN 2654-7953
- Pebrianti, Dwi and Ahmad, Denis and Bayuaji, Luhur and Wijayanti, Linda and Mulyadi, Melisa (2024) Using content-based filtering and apriori for recommendation systems in a smart shopping system. Indonesian Journal of Computing, Engineering and Design, 6 (1). pp. 58-70. ISSN 2656-1972 E-ISSN 2656-8179
- Pebrianti, Dwi and Bayuaji, Luhur and Mahdiana, Deni and Md Yusof, Hazlina and Ahmad Zabidi, Suriza (2023) Problem based learning in aerospace engineering education: case study of MECH 4129 Engineering Lab IV (pre-liminary result). In: 6th International Conference on Engineering Professional Ethics and Education 2023 (ICEPEE'23), 15th - 16th August 2023, Virtual Conference.
- Pebrianti, Dwi and Suhaimi, Muhammad Syafiq and Hossain, Md. Jobaher and Bayuaji, Luhur (2023) Exploring micro aerial vehicle mechanism and controller design using Webots simulation. Journal of Mechatronics and Intelligent Manufacturing (Mekatronika), 5 (2). pp. 41-49. E-ISSN 2637-0883
- Pebrianti, Dwi and Kurniawan, Haris and Bayuaji, Luhur and Rusdah, Rusdah (2024) XgBoost hyper-parameter tuning using Particle Swarm Optimization for stock price forecasting. Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI), 9 (4). pp. 1179-1195. ISSN 2338-3070 E-ISSN 2338-3062