Application of Intelligent Optimization Algorithms to Power Systems
Supervisor: Prof. Habibe Rajabi Mashhadi
Education: PhD
in Electrical Engineering
Contact: Faculty of Engineering, Ferdowsi University of Mashhad, Iran
Email: h-mashhadi
{AT} um.ac.ir
Phone:
+98 (51) 3880-5085
Personal Website
Research Interest:
Biological Computation, theory and application, Game theory applications in
modeling of complex systems , Agent-Based Computational Economics (ACE), Smart
grids, AI applications in power system operation and planning
A gift sentence from professor to all students: “Research making in AI (Artificial Intelligence) is the passport to safe and secure travel to the future.”
Selected Industrial Projects:
1. Design, Bulid, Finance and Operation of a 5 MW
Photovoltaic Power Plant in Khaf Region of Khorasan Razavi , Private Sector,
2018- 2021
2. Designing an optimal & effective maintenance strategy for
Khorasan electrical transmission network in order to improve current PM Program,
2010-2014, Khorasan Regional Electric Company (KREC), Mashhad.
3. Effect of
stray current imposed by Mashhad light transit system and AC transmission power
line on Cathodeically Protected buried gas pipe line, 2008-2010, Khorasan Gas
Company, Mashhad.
4. Economic & Technical evaluation of natural gas-fired
micro- turbines in Khorasan Province, 2005-2006, Khorasan Gas Company, Mashhad.
5. Designing Iran Power Market Software for Price based Unit Commitment,
2004-2006, Ministry of Energy, Tehran.
Selected thesis/dissertation:
1- plants support policy based
on system-dependent metrics”, Electrical Engineering Department, Ferdowsi
University of Mashhad, 2022.
2. PhD Dissertation- Rahim Mohammadi, “A new
framework based on game theory to consider customer preferences in reliability
provision of electrical distribution systems”, Electrical Engineering
Department, Ferdowsi University of Mashhad, 2018.
3. PhD Dissertation- M.E.
Hajiabadi, “Statistical analysis and probabilistical modeling of electricity
price aimed to electricity market monitoring”, Electrical Engineering
Department, Ferdowsi University of Mashhad, 2015.
4. Master thesis- Hossein
Sharifi noghabi, “ Implementation, comparison and improvement on mutation
operator in Differential evolution (DE)”, Computer Engineering Department,
Ferdowsi University of Mashhad, 2016.
5. Master thesis- Seyed dawood Seyed
javan Fast and intelligent power system security assessment using radial basis
function neural network”, Electrical Engineering Department, Ferdowsi University
of Mashhad, 2013.
Selected Journals
Papers:
1- Khalil Al-rahman Youssefi , Habib Rajabi
Mashhadi, Wilfried Elmenreich, “A swarm intelligence-based robotic search
algorithm integrated with game theory”, Applied Soft Computing, Vol.
122, No. 1, pp. 108873-108885, June 2022.
2- Rahim Mohammadi, Habib Rajabi
Mashhadi, Mohammad Shahidehpour, "Market-based Customer Reliability Provision in
Distribution Systems Based on Game Theory: A Bi-level Optimization Approach."
IEEE Transactions on Smart Grid, Vol.10, No. 4, pp. 3840-3848, May
2018.
3- Kambiz Shojaee Ghandeshtani, Habib Rajabi Mashhadi, "An
entropy-based self-adaptive simulated annealing", Engineering with Computers,
Vol. 37, No. 2, pp. 1329-1355, November 2019.
4- A. Saberi Noghabi, J. Sadeh
and Habib Rajabi Mashhadi , “Considering Different Network Topologies in Optimal
Overcurrent Relay Coordination using a Hybrid GA”, IEEE Transaction on Power
Delivery, Vol. 24, No.4, pp.1857-1863, 2009.
5- M. Rahimiyan, Habib
Rajabi Mashhadi, “An Adaptive Q-Learning Algorithm Developed for Agent-Based
Computational Modeling of Electricity Market”, IEEE Transactions on Systems,
Man, and Cybernetics - Part C: Applications and Reviews, vol. 40, Pages
547-556, 2010.
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