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Loop profile: 1014959

Keywords

Power and energy Systems, Energy Management, Power Transformer, Fault Diagnosis

Countries

Iran

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Education and qualifications (1)

University of Tabriz: Tabriz, East Azerbaijan, IR

2019-09-15 to present | Ph.D. Candidate in Electrical Power Engineering (Department of Electrical and Computer Engineering)
Education
Source: Self-asserted source
Arash Moradzadeh

Professional activities (2)

Iran Energy Association: Tehran, IR

2020-07-20 to present | Member
Membership
Source: Self-asserted source
Arash Moradzadeh

Institute of Electrical and Electronics Engineers (IEEE): New York, NY, US

2019-09 to present | Student Member
Membership
Source: Self-asserted source
Arash Moradzadeh

Works (27)

Electric load forecasting under false data injection attacks via denoising deep learning and generative adversarial networks

IET Generation, Transmission & Distribution
2024-10 | Journal article
DOI: 10.1049/gtd2.13273
Contributors: Fayezeh Mahmoudnezhad; Arash Moradzadeh; Behnam Mohammadi‐Ivatloo; Kazem Zare; Reza Ghorbani
Source: check_circle
Crossref

A Global Cyber-Resilient Model for Dynamic Line Rating Forecasting Based on Deep Federated Learning

IEEE Systems Journal
2023 | Journal article
DOI: 10.1109/JSYST.2023.3287413
Contributors: Hamed Moayyed; Arash Moradzadeh; Amin Mansour-Saatloo; Behnam Mohammadi-Ivatloo; Mehdi Abapour; Zita Vale
Source: check_circle
Crossref

A novel cyber-Resilient solar power forecasting model based on secure federated deep learning and data visualization

Renewable Energy
2023-07 | Journal article
DOI: 10.1016/j.renene.2023.04.055
Contributors: Arash Moradzadeh; Hamed Moayyed; Behnam Mohammadi-Ivatloo; Zita Vale; Carlos Ramos; Reza Ghorbani
Source: check_circle
Crossref

A Secure Federated Deep Learning-Based Approach for Heating Load Demand Forecasting in Building Environment

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2021.3139529
Contributors: Arash Moradzadeh; Hamed Moayyed; Behnam Mohammadi-Ivatloo; A. Pedro Aguiar; Amjad Anvari-Moghaddam
Source: check_circle
Crossref

Heating and Cooling Loads Forecasting for Residential Buildings Based on Hybrid Machine Learning Applications: A Comprehensive Review and Comparative Analysis

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2021.3136091
Contributors: Arash Moradzadeh; Behnam Mohammadi-Ivatloo; Mehdi Abapour; Amjad Anvari-Moghaddam; Sanjiban Sekhar Roy
Source: check_circle
Crossref

Image Processing Based Approach for False Data Injection Attacks Detection in Power Systems

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2021.3131506
Contributors: Hamed Moayyed; Mostafa Mohammadpourfard; Charalambos Konstantinou; Arash Moradzadeh; Behnam Mohammadi-Ivatloo; A. Pedro Aguiar
Source: check_circle
Crossref

Deep learning-based cyber resilient dynamic line rating forecasting

International Journal of Electrical Power & Energy Systems
2022-11 | Journal article
DOI: 10.1016/j.ijepes.2022.108257
Contributors: Arash Moradzadeh; Mostafa Mohammadpourfard; Istemihan Genc; Şahin Serhat Şeker; Behnam Mohammadi-Ivatloo
Source: check_circle
Crossref

Electric load forecasting under False Data Injection Attacks using deep learning

Energy Reports
2022-11 | Journal article
DOI: 10.1016/j.egyr.2022.08.004
Contributors: Arash Moradzadeh; Mostafa Mohammadpourfard; Charalambos Konstantinou; Istemihan Genc; Taesic Kim; Behnam Mohammadi-Ivatloo
Source: check_circle
Crossref

Non-Intrusive Load Monitoring of Residential Loads via Laplacian Eigenmaps and Hybrid Deep Learning Procedures

Sustainability
2022-11-11 | Journal article
DOI: 10.3390/su142214898
Contributors: Arash Moradzadeh; Sahar Zakeri; Waleed A. Oraibi; Behnam Mohammadi-Ivatloo; Zulkurnain Abdul-Malek; Reza Ghorbani
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Data Mining Applications to Fault Diagnosis in Power Electronic Systems: A Systematic Review

IEEE Transactions on Power Electronics
2022-05 | Journal article
DOI: 10.1109/TPEL.2021.3131293
Contributors: Arash Moradzadeh; Behnam Mohammadi-Ivatloo; Kazem Pourhossein; Amjad Anvari-Moghaddam
Source: check_circle
Crossref

High Impedance Single-Phase Faults Diagnosis in Transmission Lines via Deep Reinforcement Learning of Transfer Functions

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3051411
Contributors: Hamid Teimourzadeh; Arash Moradzadeh; Maryam Shoaran; Behnam Mohammadi-Ivatloo; Reza Razzaghi
Source: check_circle
Crossref

A comprehensive review on energy saving options and saving potential in low voltage electricity distribution networks: Building and public lighting

Sustainable Cities and Society
2021-09 | Journal article
DOI: 10.1016/j.scs.2021.103064
Contributors: Omid Sadeghian; Arash Moradzadeh; Behnam Mohammadi-Ivatloo; Mehdi Abapour; Amjad Anvari-Moghaddam; Jeng Shiun Lim; Fausto Pedro Garcia Marquez
Source: check_circle
Crossref

Deep Learning-Assisted Short-Term Load Forecasting for Sustainable Management of Energy in Microgrid

Inventions
2021-02-03 | Journal article
DOI: 10.3390/inventions6010015
Contributors: Arash Moradzadeh; Hamed Moayyed; Sahar Zakeri; Behnam Mohammadi-Ivatloo; A. Pedro Aguiar
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A practical solution based on convolutional neural network for non-intrusive load monitoring

Journal of Ambient Intelligence and Humanized Computing
2021-01-02 | Journal article
DOI: 10.1007/s12652-020-02720-6
Part of ISSN: 1868-5137
Part of ISSN: 1868-5145
Source: Self-asserted source
Arash Moradzadeh

Locating Inter-Turn Faults in Transformer Windings Using Isometric Feature Mapping of Frequency Response Traces

IEEE Transactions on Industrial Informatics
2020 | Journal article
DOI: 10.1109/tii.2020.3016966
Part of ISSN: 1551-3203
Part of ISSN: 1941-0050
Source: Self-asserted source
Arash Moradzadeh

Short-Term Load Forecasting of Microgrid via Hybrid Support Vector Regression and Long Short-Term Memory Algorithms

Sustainability
2020-08-30 | Journal article
DOI: 10.3390/su12177076
Contributors: Arash Moradzadeh; Sahar Zakeri; Maryam Shoaran; Behnam Mohammadi-Ivatloo; Fazel Mohammadi
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

PCA-Assisted Location of Small Short Circuit in Transformer Winding

2020 28th Iranian Conference on Electrical Engineering (ICEE)
2020-08-04 | Conference paper
DOI: 10.1109/icee50131.2020.9260815
ISBN: 9781728172965
Source: Self-asserted source
Arash Moradzadeh
grade
Preferred source (of 5)‎

Support Vector Machine-Assisted Improvement Residential Load Disaggregation

2020 28th Iranian Conference on Electrical Engineering (ICEE)
2020-08-04 | Conference paper
OTHER-ID: 10.1109/ICEE50131.2020.9260869
Source: Self-asserted source
Arash Moradzadeh

Machine Learning Based PEVs Load Extraction and Analysis

Electronics
2020-07-16 | Journal article
DOI: 10.3390/electronics9071150
Contributors: Amin Mansour-Saatloo; Arash Moradzadeh; Behnam Mohammadi-Ivatloo; Ali Ahmadian; Ali Elkamel
Source: check_circle
Crossref

Generation Units Maintenance in Combined Heat and Power Integrated Systems Using the Mixed Integer Quadratic Programming Approach

Energies
2020-06-03 | Journal article
DOI: 10.3390/en13112840
Part of ISSN: 1996-1073
Source: Self-asserted source
Arash Moradzadeh
grade
Preferred source (of 2)‎

Performance Evaluation of Two Machine Learning Techniques in Heating and Cooling Loads Forecasting of Residential Buildings

Applied Sciences
2020-05-31 | Journal article
DOI: 10.3390/app10113829
Contributors: Arash Moradzadeh; Amin Mansour-Saatloo; Behnam Mohammadi-Ivatloo; Amjad Anvari-Moghaddam
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Improving Residential Load Disaggregation for Sustainable Development of Energy via Principal Component Analysis

Sustainability
2020-04 | Journal article | Author
DOI: 10.3390/su12083158
Contributors: Arash Moradzadeh; Omid Sadeghian; Kazem Pourhossein; Behnam Mohammadi-ivatloo; Amjad Anvari-Moghaddam
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Application of Support Vector Machines to Locate Minor Short Circuits in Transformer Windings

2019 54th International Universities Power Engineering Conference (UPEC)
2019-09 | Conference paper
DOI: 10.1109/upec.2019.8893542
Part of ISBN: 9781728133492
Source: Self-asserted source
Arash Moradzadeh

Location of Disk Space Variations in Transformer Winding using Convolutional Neural Networks

2019 54th International Universities Power Engineering Conference (UPEC)
2019-09 | Conference paper
DOI: 10.1109/upec.2019.8893596
ISBN: 9781728133492
Source: Self-asserted source
Arash Moradzadeh

Early Detection of Turn-to-Turn Faults in Power Transformer Winding: An Experimental Study

2019 International Aegean Conference on Electrical Machines and Power Electronics (ACEMP) & 2019 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)
2019-08 | Conference paper
OTHER-ID: 10.1109/ACEMP-OPTIM44294.2019.9007169
Source: Self-asserted source
Arash Moradzadeh

Short Circuit Location in Transformer Winding Using Deep Learning of Its Frequency Responses

2019 International Aegean Conference on Electrical Machines and Power Electronics (ACEMP) & 2019 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM)
2019-08 | Conference paper
DOI: 10.1109/acemp-optim44294.2019.9007176
ISBN: 9781538676875
Source: Self-asserted source
Arash Moradzadeh
grade
Preferred source (of 9)‎

Comparison and Evaluation of the Performance of Various Types of Neural Networks for Planning Issues Related to Optimal Management of Charging and Discharging Electric Cars in Intelligent Power Grids

Emerging Science Journal
2018-01-10 | Journal article
DOI: 10.28991/ijse-01123
Part of ISSN: 2610-9182
Source: Self-asserted source
Arash Moradzadeh

Peer review (2 reviews for 2 publications/grants)

Review activity for Electrical engineering. (1)
Review activity for Journal of ambient intelligence & humanized computing (1)
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