By Dr Brendan Wright

Journal articles

Li Y; Wright B; Hameiri Z, 2024, 'Deep learning-based perspective distortion correction for outdoor photovoltaic module images', Solar Energy Materials and Solar Cells, 277, http://dx.doi.org/10.1016/j.solmat.2024.113107

Wang S; Wright B; Zhu Y; Buratti Y; Hameiri Z, 2024, 'Extracting the parameters of two-energy-level defects in silicon wafers using machine learning models', Solar Energy Materials and Solar Cells, http://dx.doi.org/10.1016/j.solmat.2024.113123

Uitdenbogerd AL; Bown O; Hill C; Pegram C; Shave J; Wright B, 2023, 'Raging with the Machine in the Uncanny Valley: Human–AI Cocreativity in the Eurovision-Themed AI Song Contest', Computer Music Journal, 47, pp. 44 - 63, http://dx.doi.org/10.1162/comj_a_00674

Wright M; Soeriyadi AH; Kim M; Wright B; Stefani BV; Andronikov D; Nyapshaev I; Abolmasov S; Abramov A; Bonilla RS; Hallam B, 2022, 'On the kinetics of high intensity illuminated annealing of n-type SHJ solar cells: 0.4%abs efficiency gain in one second', Solar Energy Materials and Solar Cells, 248, http://dx.doi.org/10.1016/j.solmat.2022.112039

Vicari Stefani B; Wright M; Soeriyadi A; Chen D; Kim M; Wright B; Andronikov D; Nyapshaev I; Abolmasov S; Wilson G; Hallam B, 2022, 'Silicon Heterojunction Solar Cells and p-type Crystalline Silicon Wafers: A Historical Perspective', Solar RRL, http://dx.doi.org/10.1002/solr.202200449

Wright M; Soeriyadi A; Wright B; Andronikov D; Nyapshaev I; Abolmasov S; Abramov A; Hallam B, 2022, 'High-Intensity Illuminated Annealing of Industrial SHJ Solar Cells: A Pilot Study', IEEE Journal of Photovoltaics, 12, pp. 267 - 273, http://dx.doi.org/10.1109/JPHOTOV.2021.3122932

Sen C; Hamer P; Soeriyadi A; Wright B; Wright M; Samadi A; Chen D; Stefani BV; Zhang D; Wu J; Jiang F; Hallam B; Abbott M, 2022, 'Impact of surface doping profile and passivation layers on surface-related degradation in silicon PERC solar cells', Solar Energy Materials and Solar Cells, 235, http://dx.doi.org/10.1016/j.solmat.2021.111497

Rauha ITS; Soeriyadi AH; Kim M; Yli-Koski M; Wright B; Vähänissi V; Hallam BJ; Savin H, 2021, 'Increased surface recombination in crystalline silicon under light soaking due to Cu contamination', Solar Energy Materials and Solar Cells, 232, http://dx.doi.org/10.1016/j.solmat.2021.111360

Madumelu C; Wright B; Soeriyadi A; Wright M; Chen D; Hoex B; Hallam B, 2020, 'Investigation of light-induced degradation in N-Type silicon heterojunction solar cells during illuminated annealing at elevated temperatures', Solar Energy Materials and Solar Cells, 218, pp. 110752, http://dx.doi.org/10.1016/j.solmat.2020.110752

Wright B; Madumelu C; Soeriyadi A; Wright M; Hallam B, 2020, 'Evidence for a Light-Induced Degradation Mechanism at Elevated Temperatures in Commercial N-Type Silicon Heterojunction Solar Cells', Solar RRL, 4, http://dx.doi.org/10.1002/solr.202000214

Sae-Kung C; Wright BF; Clarke TM; Wallace GG; Mozer AJ, 2019, 'Effects of Interfacial Layers on the Open Circuit Voltage of Polymer/Fullerene Bulk Heterojunction Devices Studied by Charge Extraction Techniques', ACS Applied Materials and Interfaces, 11, pp. 21030 - 21041, http://dx.doi.org/10.1021/acsami.9b02850

Wright B; Nakajima Y; Clarke TM; Okuda K; Paananen H; Mozer AJ; Mori S, 2017, 'Quantifying Recombination Losses during Charge Extraction in Bulk Heterojunction Solar Cells Using a Modified Charge Extraction Technique', Advanced Energy Materials, 7, http://dx.doi.org/10.1002/aenm.201602026

Wright BF; Sunahara K; Furube A; Nattestad A; Clarke TM; Bazan GC; Azoulay JD; Mozer AJ, 2015, 'Driving Force Dependence of Electron Transfer Kinetics and Yield in Low-Band-Gap Polymer Donor-Acceptor Organic Photovoltaic Blends', Journal of Physical Chemistry C, 119, pp. 12829 - 12837, http://dx.doi.org/10.1021/acs.jpcc.5b01617

Conference Papers

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

Wright B; Wang S; Rodriguez J; Hameiri Z, 2024, 'Digital-twins of utility PV systems: PVsyst-based model limitations and implications', 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

Wright B; Hameiri Z, 2024, 'Machine learning applications for photovoltaic systems analysis', Queen's College, Oxford, United Kingdom, presented at Oxford Solar Research Symposium, Queen's College, Oxford, United Kingdom, 01 October 2024

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; SHARMA R; Hameiri Z, 2024, 'Photovoltaic cell defect classification from luminescence images: Embedding and clustering with unsupervised machine learning', 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

Javier GM; Bucquet H; Wright B; Zhu Y; Wu T-C; Trupke T; Hameiri Z, 2024, 'Deep learning-assisted extraction of photoluminescence and series resistance images from a single electroluminescence measurement', Seattle, USA, presented at 52nd IEEE Photovoltaics Specialists Conference, Seattle, USA, 10 June 2024

Wang S; Wright B; Zhu Y; Hameiri Z, 2024, 'Extracting the parameters of two-energy-level defects in silicon wafers using machine learning models', Seattle, USA, presented at 52nd IEEE Photovoltaic Specialists Conference, Seattle, USA, 10 June 2024

Prasad A; Rodriguez J; Wright B; Hameiri Z; Kay M, 2024, 'Photovoltaic soiling from particulate matter across Australia', Canberra, Australia, presented at 30th Conference of the Australian Meteorological and Oceanographic Society, Canberra, Australia, 05 February 2024 - 09 February 2024

Wright B; Sharma R; Petesic J; Dawson T; Hameiri Z, 2023, 'Automated photovoltaic module quality assessment from luminescence images: defect classification using unsupervised machine learning', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023 - 07 December 2023

Abdullah-Vetter Z; Wright B; Trupke T; Hameiri Z, 2023, 'Advanced analysis of internal quantum efficiency measurements of GaAs solar cells using machine learning', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Javier GM; Bucquet H; Wright B; Zhu Y; Wu T-C; Trupke T; Hameiri Z, 2023, 'AI-driven extraction of spatially-resolved photoluminescence and series resistance from electroluminescence images', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Li Y; Wright B; Hameiri Z, 2023, 'Distortion correction for real-world solar panel images based on deep learning', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Javier GM; Wright B; Zhu Y; Weber J; Wu T-C; Lee Chin R; Trupke T; Hameiri Z, 2023, 'Enhancing luminescence images through deep learning-based point spread function correction', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Sarsour M; Wright B; Hameiri Z, 2023, 'Photovoltaic module performance and degradation analysis', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Abdullah-Vetter Z; Wright B; Lee Chin R; Trupke T; Hameiri Z, 2023, 'Using latent ordinary differential equation neural networks to predict the degradation of heterojunction PV modules at the end of damp heat tests', Melbourne, Australia, presented at Asia-Pacific Solar Research Conference, Melbourne, Australia, 05 December 2023

Wright B; SHARMA R; Hameiri Z, 2023, 'Automated photovoltaic module end-of-life assessment', UNSW Sydney, Australia, presented at UNSW AI Symposium 2023, UNSW Sydney, Australia, 22 November 2023

Wright B; Petesic J; Dawson T; Hameiri Z, 2023, 'Automated photovoltaic module quality assessment: defect identification and classification from luminescence images using machine learning', Puerto Rico, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023

Abdullah-Vetter Z, 2023, 'Predicting damp heat degradation in heterojunction modules using machine learning', Puerto Rico, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023

Abdullah-Vetter Z; O' Kearney F; Dwivedi P; Lee Chin R; Wright B; Trupke T; Hameiri Z; O'kearney F, 2023, 'Predicting damp heat degradation in heterojunction modules using machine learning', Puerto Rico, presented at 50th IEEE Photovoltaics Specialists Conference, Puerto Rico, 12 June 2023, http://dx.doi.org/10.1109/PVSC48320.2023.10359614

Ocampo Blanco R; Andres J; Schmidt A; Pegram C; Shave J; Hill C; Wright B; Bown O, 2023, 'Using GPT-3 to Achieve Semantically Relevant Data Sonificiation for an Art Installation', Springer Nature, Brno, Czech Republic, pp. 212 - 227, presented at Oliver Bown, Brno, 12 April 2023

Andres J; Ocampo R; Bown O; Hill C; Pegram C; Schmidt A; Shave J; Wright B, 2023, 'The Human-Built Environment-Natural Environment Relation-An Immersive Multisensory Exploration with 'System of a Sound'', in International Conference on Intelligent User Interfaces, Proceedings IUI, pp. 8 - 11, http://dx.doi.org/10.1145/3581754.3584119

Ocampo R; Andres J; Schmidt A; Pegram C; Shave J; Hill C; Wright B; Bown O, 2023, 'Using GPT-3 to Achieve Semantically Relevant Data Sonificiation for an Art Installation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 212 - 227, http://dx.doi.org/10.1007/978-3-031-29956-8_14

Wright B; Hameiri Z, 2022, 'Machine learning-powered module end-of-life decisions from luminescence images', Newcastle, Australia, presented at Asia-Pacific Solar Research Conference, Newcastle, Australia, 29 November 2022

Wright B; Hameiri Z, 2022, 'Machine learning-powered module end-of-life decision making based on luminescence images', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 14 November 2022

Wright B; Hameiri Z; Mozer A, 2022, 'Modelling the dynamics of charge extraction transients from organic photovoltaic devices using generative representation learning', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 14 November 2022

Lima M; Wright B; Hameiri Z, 2022, 'Investigating the performance of non-standard cell configurations for reconfigurable solar modules under varying shading conditions', Nagoya, Japan, presented at 33rd International Photovoltaic Science and Engineering Conference, Nagoya, Japan, 13 November 2022

Wright M; Chen R; Wright B; Soeriyadi A; Stefani BV; Zhang X; Hallam B, 2022, '0.3% Efficiency Improvement for n-PERT Solar Cells with Illuminated Hydrogenation Process', in AIP Conference Proceedings, http://dx.doi.org/10.1063/5.0090522

Wright B; Hallam B, 2022, 'Unsupervised Machine Learning for Photovoltaic Systems: Modelling LID Dynamics in SHJ Solar Cells', in AIP Conference Proceedings, http://dx.doi.org/10.1063/5.0089218

Abdullah-Vetter Z; Dwivedi P; Lee Chin R; Wright B; Trupke T; Hameiri Z, 2022, 'Using machine learning to predict the complete degradation of accelerated damp heat testing in just 10% of the time', in Conference Record of the IEEE Photovoltaic Specialists Conference, Institute of Electrical and Electronics Engineers (IEEE), Philadelphia, USA, pp. 0472 - 0474, presented at 49th IEEE Photovoltaics Specialists Conference, Philadelphia, USA, 06 June 2022 - 10 June 2022, http://dx.doi.org/10.1109/PVSC48317.2022.9938942

Wright B; Madumelu C; Soeriyadi A; Hallam B, 2022, 'Kinetics of Light-Induced Instability in Bifacial N-Type Silicon Heterojunctions', Lisbon, Portugal, presented at 11th International Workshop on Crystalline Silicon for Solar Cells (CSSC11), Lisbon, Portugal, 20 April 2022

Wright B; Chandany S; Samadi A; Ciesla A; Abbott M, 2021, 'Influence of Dislocation Density on Light-Induced Degradation in PERC Cells: A Cast- Mono Ingot Study', Online Event, presented at 31st International PV Science and Engineering Conference (PVSEC-31), Online Event, 13 December 2021

Wright B; Hallam B, 2021, 'Machine Learning to Model LID Dynamics in SHJ Solar Cells', Online, ISFH, Germany, presented at 11th International Conference on Silicon Photovoltaics, SiliconPV, Online, ISFH, Germany, 19 April 2021

Heikkinen ITS; Wright B; Soeriyadi AH; Yli-Koski M; Kim M; Vahanissi V; Hallam BJ; Savin H, 2020, 'Can hydrogenation mitigate Cu-induced bulk degradation in silicon?', in Conference Record of the IEEE Photovoltaic Specialists Conference, pp. 2582 - 2585, http://dx.doi.org/10.1109/PVSC45281.2020.9300619

Wright B; Madumelu C; Soeriyadi A; Hallam B, 2019, 'Kinetics of Light-Induced Degradation in Bifacial N-Type Heterojunctions', Chengdu, China, presented at 2nd International Workshop on Silicon Heterojunction Solar Cells, Chengdu, China, 11 November 2019

Wright M; Kim M; Dexiang P; Xin X; Wenbin Z; Wright B; Hallam B, 2019, 'Multifunctional process to improve surface passivation and carrier transport in industrial N-type silicon heterojunction solar cells by 0.7% absolute', in AIP Conference Proceedings, http://dx.doi.org/10.1063/1.5123882

Back to profile page