STAFF PROFILE
Associate Professor Mahdi Jalili
Position:
Professor
College / Portfolio:
STEM College
School / Department:
STEM|School of Engineering
Phone:
+61399251223
Email:
mahdi.jalili@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Molaei, S.,Bousejin, N.,Zare, H.,Jalili, M.,Pan, S. (2023). Learning Graph Representations With Maximal Cliques In: IEEE Transactions on Neural Networks and Learning Systems, 34, 1089 - 1096
- Al Khafaf, N.,Wang, J.,Jalili, M.,Sokolowski, P. (2023). A Deep Learning Approach for Detecting Distributed Generation in Residential Customers In: Sustainable Energy, Grids and Networks, 33, 1 - 27
- Asgharian Rezaei, A.,Munoz, J.,Jalili, M.,Khayyam, H. (2023). A machine learning-based approach for vital node identification in complex networks In: Expert Systems with Applications, 214, 1 - 14
- Al Khafaf, N.,Song, H.,McGrath, B.,Jalili, M. (2023). Identification of low voltage distribution transformer–customer connectivity based on unsupervised learning In: Energy Reports, 9, 72 - 79
- Ahmed, M.,Ganeshan, A.,Moradiamani, A.,Al Khafaf, N.,Nutkani, I.,Vahidnia, A.,Jalili, M.,Hasan, K.,Datta, M.,Razzaghi, R.,McGrath, B.,Meegahapola, L. (2022). Effects of Household Battery Systems on LV Residential Feeder Voltage Management In: IEEE Transactions on Power Delivery, 37, 5325 - 5336
- Song, H.,Liu, C.,Jalili, M.,Yu, X.,McTaggart, P. (2022). Ensemble Classification Model for EV Identification from Smart Meter Recordings In: IEEE Transactions on Industrial Informatics, , 1 - 12
- Munoz, J.,Jalili, M.,Tafakori, L. (2022). Hierarchical classification for account code suggestion In: Knowledge-Based Systems, 251, 1 - 15
- Ahmadi, A.,Asadi, Y.,Moradi Amani, A.,Jalili, M.,Yu, X. (2022). Resilient Model Predictive Adaptive Control of Networked Z-source Inverters using GMDH In: IEEE Transactions on Smart Grid, 13, 3723 - 3734
- Radmanesh, M.,Asgharian Rezaei, A.,Jalili, M.,Hashemi, A.,Goudarzi, M. (2022). Online spike sorting via deep contractive autoencoder In: Neural Networks, 155, 39 - 49
- Hoque, M.,Khorasany, M.,Razzaghi, R.,Jalili, M.,Wang, H. (2022). Network-Aware Coordination of Aggregated Electric Vehicles Considering Charge-Discharge Flexibility In: IEEE Transactions on Smart Grid, , 1 - 15
Note: Supervision projects since 2004
21 PhD Current Supervisions and 2 Masters by Research Current Supervisions8 PhD Completions
Complex networks, Dynamical systems, Dynamical networks, Control systems, Graph theory, Social networks analysis and mining, Machine learning applications
- Spatio-temporal analysis of charging requirements for Victoria's Electric Bus Fleet. Funded by: IMOVE CRC from (2023 to 2025)
- Supporting the Electrification of Victoria’s Future Fleet (VHESIF Pool 2). Funded by: Victorian Higher Education State Investment Fund (VHESIF) - Pool 2 from (2021 to 2025)
- ICECRP Clean Energy Living Lab (Integrated Circular Economy Hub - VHESIF Pool 1). Funded by: Victorian Higher Education State Investment Fund (VHESIF) - Pool 1 from (2021 to 2025)
- Develop a software prototype for a Multi-Objective Optimisation Tool. Funded by: Desert Knowledge Australia Contract from (2021 to 2022)
- Project 69: C4NET Demand Response Initiative - Optimisation of behind the meter DER generation assets within network constraints: A roadmap to successful DR program. Funded by: Centre for New Energy Technologies (C4NET) from (2021 to 2023)