By Dr Ali Shakiba

Conference Papers

Shakiba A; Wright B; Moser D; Hameiri Z, 2025, 'A clustering-based approach to accurate performance loss rate estimation of solar farms', Bangkok, Thailand, presented at 36th International Photovoltaic Science and Engineering Conference, Bangkok, Thailand, 09 November 2025

Wang S; Wright B; Shakiba A; Prasad A; Vengas M; Daddo F; Tovich G; Coni R; Su D; Rodriguez J; Hameiri Z, 2025, 'Machine learning meets PVsyst: a novel digital twin framework for utility-scale PV systems', Institute of Electrical and Electronics Engineers (IEEE), Montreal, Quebec, pp. 0456 - 0456, presented at 53rd Photovoltaic Specialists Conference (PVSC), Montreal, Quebec, 08 June 2025, http://dx.doi.org/10.1109/pvsc59419.2025.11133058

Javier GM; Wright B; Shakiba A; Hameiri Z, 2025, 'Automated analysis of performance losses in solar cells using explainable artificial intelligence', Montreal, Quebec, presented at 53rd IEEE Photovoltaics Specialists Conference, Montreal, Quebec, 08 June 2025

Liu G; Wright B; Shakiba A; Prasad A; Rodden P; Hameiri Z, 2025, 'Evaluating statistical degradation rate calculation methods using synthetic datasets and current-voltage measurements', Montreal, Quebec, presented at 53rd IEEE Photovoltaics Specialists Conference, Montreal, Quebec, 08 June 2025

Wang S; Wright B; Shakiba A; Prasad A; Rodriguez J; Hameiri Z, 2025, 'Machine learning meets PVsyst: A novel framework to detect, classify, and forecast faults in utility-scale PV', Montreal, Quebec, presented at 53rd IEEE Photovoltaics Specialists Conference, Montreal, Quebec, 08 June 2025

Shakiba A; Wright B; Moser D; Hameiri Z, 2025, 'Minimising the uncertainty in performance loss rate calculation for photovoltaic systems: A clustering-based year-on-year approach', Montreal, Quebec, presented at 53rd IEEE Photovoltaics Specialists Conference, Montreal, Quebec, 08 June 2025

Abdullah-Vetter Z; Wright B; Shakiba A; Hameiri Z, 2024, 'An unsupervised learning approach to model potential induced degradation in photovoltaic modules', in Abdullah-Vetter Z (ed.), Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Wang S; Wright B; Shakiba A; Prasad A; Su D; Vengas M; Daddo F; Tovich G; Coni R; Rodrigeuz J; Hameiri Z, 2024, 'Applications of a machine learning model for real-time interpolated PVsyst simulations', in Applications of a machine learning model for real-time interpolated PVsyst simulations, Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Javier GM; Wright B; Shakiba A; Hameiri Z, 2024, 'Efficiency loss analysis in solar cells using explainable AI on I-V data and luminescence images', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Liu G; Wright B; Shakiba A; Prasad A; Rodden P; Hameiri Z, 2024, 'Evaluating statistical degradation rate calculation methods using current-voltage measurements', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Shakiba A; Prasad A; Wright B; Nourbakhsh N; Roberts M; Hameiri Z, 2024, 'Regional driving factors of degradation in Australian residential photovoltaic systems: A performance loss analysis', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Shakiba A; Prasad A; Wright B; Nourbakhsh N; Roberts M; Hameiri Z, 2024, 'Assessing degradation trends of residential photovoltaic systems and their drivers across Australia', Numazu, Japan, presented at 35th International Photovoltaic Science and Engineering Conference, Numazu, Japan, 10 November 2024

Shakiba A; Wright B; Rodriguez J; Hameiri Z, 2024, 'Variable performance loss rates at different times of the day in a utility-scale PV system', Numazu, Japan, presented at 35th International Photovoltaic Science and Engineering Conference, Numazu, Japan, 10 November 2024, http://dx.doi.org/10.26190/unsworks/30826

Shakiba A; Wright B; Hameiri Z, 2024, 'Identifying distinct performance patterns in utility-scale photovoltaic plants using an unsupervised machine learning model', Vienna, Austria, presented at 41st European Photovoltaic Solar Energy Conference and Exhibition, Vienna, Austria, 23 September 2024

Wright B; Shakiba A; SHARMA R; Hameiri Z, 2024, 'Photovoltaic module array luminescence image preprocessing: Heuristic algorithms for perspective correction and cell segmentation', Vienna, Austria, presented at 41st European Photovoltaic Solar Energy Conference and Exhibition, Vienna, Austria, 23 September 2024

Khalili S; Shakiba A, 2022, 'A face detection method via ensemble of four versions of YOLOs', in Iranian Conference on Machine Vision and Image Processing Mvip, http://dx.doi.org/10.1109/MVIP53647.2022.9738779

Meybodi MA; Goharshady AK; Hooshmandasl MR; Shakiba A, 2022, 'Optimal Mining: Maximizing Bitcoin Miners' Revenues from Transaction Fees', in Proceedings 2022 IEEE International Conference on Blockchain Blockchain 2022, pp. 266 - 273, http://dx.doi.org/10.1109/Blockchain55522.2022.00044

Shakiba A, 2018, 'Differentially private fuzzy C-means clustering algorithms for fuzzy datasets', in 2018 6th Iranian Joint Congress on Fuzzy and Intelligent Systems Cfis 2018, pp. 91 - 93, http://dx.doi.org/10.1109/CFIS.2018.8336640

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