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2025

Book Chapter

Machine learning for energy management

Bean, Richard, Snow, Stephen, Li, Xiang, Glencross, Mashhuda and Chapman, Archie (2025). Machine learning for energy management. Research handbook on energy management. (pp. 123-160) edited by Reinhard Madlener and Valentin Bertsch. Cheltenham, United Kingdom: Edward Elgar Publishing. doi: 10.4337/9781800376502.00013

Machine learning for energy management

2025

Conference Publication

Understanding the asymmetric impact of forecast accuracy on decision quality

Abolghasemi, Mahdi and Bean, Richard (2025). Understanding the asymmetric impact of forecast accuracy on decision quality. 23rd Australasian Data Science and Machine Learning Conference (AusDM'25), Brisbane, QLD, Australia, 26-28 November 2025. Brisbane, QLD, Australia: AusDM'25.

Understanding the asymmetric impact of forecast accuracy on decision quality

2025

Other Outputs

Most e-scooter riders follow the rules—here’s what we found

Buning, Richard J., Lieske, Scott and Bean, Richard (2025, 08 13). Most e-scooter riders follow the rules—here’s what we found ZagDaily

Most e-scooter riders follow the rules—here’s what we found

2025

Conference Publication

New records for Playfair solutions

Bean, Richard and Helm, Louie (2025). New records for Playfair solutions. HistoCrypt 2025, Poznań, Poland, 16-18 June 2025. Tartu, Estonia: D-Space at Tartu University Library. doi: 10.58009/aere-perennius0158

New records for Playfair solutions

2025

Journal Article

Predict+optimize problem in renewable energy scheduling

Bergmeir, Christoph, De Nijs, Frits, Genov, Evgenii, Sriramulu, Abishek, Abolghasemi, Mahdi, Bean, Richard, Betts, John, Bui, Quang, Dinh, Nam Trong, Einecke, Nils, Esmaeilbeigi, Rasul, Ferraro, Scott, Galketiya, Priya, Glasgow, Robert, Godahewa, Rakshitha, Kang, Yanfei, Limmer, Steffen, Magdalena, Luis, Montero-Manso, Pablo, Peralta, Daniel, Kumar, Yogesh Pipada Sunil, Rosales-Pérez, Alejandro, Ruddick, Julian, Stratigakos, Akylas, Stuckey, Peter, Tack, Guido, Triguero, Isaac and Yuan, Rui (2025). Predict+optimize problem in renewable energy scheduling. IEEE Access, 13, 60064-60087. doi: 10.1109/access.2025.3555393

Predict+optimize problem in renewable energy scheduling

2024

Other Outputs

E-scooter movement data analysis; Exploring use of active transport facilities, travel speeds, helmet use, and scooter types

Scott Lieske, Buning, Richard, Pyrohova, Svitlana, Bean, Richard and Jindalucksawong, Purit (2024). E-scooter movement data analysis; Exploring use of active transport facilities, travel speeds, helmet use, and scooter types. Brisbane, QLD, Australia: The University of Queensland.

E-scooter movement data analysis; Exploring use of active transport facilities, travel speeds, helmet use, and scooter types

2024

Other Outputs

Bad weather, hills and the dark deter cyclists, particularly women. So what can we do about it?

Bean, Richard, Pojani, Dorina and Corcoran, Jonathan (2024, 06 05). Bad weather, hills and the dark deter cyclists, particularly women. So what can we do about it? The Conversation

Bad weather, hills and the dark deter cyclists, particularly women. So what can we do about it?

2024

Other Outputs

Natural barriers facing female cyclists and how to overcome them: a cross national examination of bikesharing schemes

Bean, Richard, Pojani, Dorina and Corcoran, Jonathan (2024). Natural barriers facing female cyclists and how to overcome them: a cross national examination of bikesharing schemes. Mendeley Data. (Dataset) doi: 10.17632/vmy42hywwx.1

Natural barriers facing female cyclists and how to overcome them: a cross national examination of bikesharing schemes

2024

Journal Article

Natural barriers facing female cyclists and how to overcome them: a cross national examination of bikesharing schemes

Bean, Richard, Pojani, Dorina and Corcoran, Jonathan (2024). Natural barriers facing female cyclists and how to overcome them: a cross national examination of bikesharing schemes. Journal of Cycling and Micromobility Research, 2 100025, 1-15. doi: 10.1016/j.jcmr.2024.100025

Natural barriers facing female cyclists and how to overcome them: a cross national examination of bikesharing schemes

2023

Other Outputs

Seven metals, ringed with four magical inscriptions: what other secrets does the ‘Alchemical Hand Bell’ hold?

Bean, Richard, Gannon, Corinna and Lang, Sarah (2023, 06 07). Seven metals, ringed with four magical inscriptions: what other secrets does the ‘Alchemical Hand Bell’ hold? The Conversation

Seven metals, ringed with four magical inscriptions: what other secrets does the ‘Alchemical Hand Bell’ hold?

2023

Conference Publication

The cipher of Emperor Rudolf II’s “Alchemical Hand Bell”

Bean, Richard, Gannon, Corinna and Lang, Sarah (2023). The cipher of Emperor Rudolf II’s “Alchemical Hand Bell”. 6th International Conference on Historical Cryptology HistoCrypt 2023, Munich, Germany, 20 - 22 June 2023. Linköping, Sweden: Linköping University Electronic Press. doi: 10.3384/ecp195690

The cipher of Emperor Rudolf II’s “Alchemical Hand Bell”

2023

Journal Article

Deciphering the Hermeticae Philosophiae Medulla: textual cultures of alchemical secrecy

Piorko, Megan, Lang, Sarah and Bean, Richard (2023). Deciphering the Hermeticae Philosophiae Medulla: textual cultures of alchemical secrecy. Ambix, 70 (2), 150-183. doi: 10.1080/00026980.2023.2201744

Deciphering the Hermeticae Philosophiae Medulla: textual cultures of alchemical secrecy

2023

Journal Article

Forecasting the Monash microgrid for the IEEE-CIS technical challenge

Bean, Richard (2023). Forecasting the Monash microgrid for the IEEE-CIS technical challenge. Energies, 16 (3) 1050, 1-23. doi: 10.3390/en16031050

Forecasting the Monash microgrid for the IEEE-CIS technical challenge

2023

Book Chapter

Preserving the privacy and cybersecurity of home energy data

Bean, Richard, Zhang, Yanjun, Ko, Ryan K. L., Mao, Xinyu and Bai, Guangdong (2023). Preserving the privacy and cybersecurity of home energy data. Emerging trends in cybersecurity applications. (pp. 323-343) edited by Kevin Daimi, Abeer Alsadoon, Cathryn Peoples and Nour El Madhoun. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-031-09640-2_14

Preserving the privacy and cybersecurity of home energy data

2022

Other Outputs

How closely monitoring households’ energy data can unleash their solar outputs and (possibly) make them more money

Bean, Richard and Horrocks, Neil (2022, 12 20). How closely monitoring households’ energy data can unleash their solar outputs and (possibly) make them more money The Conversation

How closely monitoring households’ energy data can unleash their solar outputs and (possibly) make them more money

2022

Journal Article

Weather to scoot? How weather shapes shared e-scooter ridership patterns

Kimpton, Anthony, Loginova, Julia, Pojani, Dorina, Bean, Richard, Sigler, Thomas and Corcoran, Jonathan (2022). Weather to scoot? How weather shapes shared e-scooter ridership patterns. Journal of Transport Geography, 104 103439, 1-10. doi: 10.1016/j.jtrangeo.2022.103439

Weather to scoot? How weather shapes shared e-scooter ridership patterns

2022

Other Outputs

E-scooters are becoming wildly popular – but we have to factor in the weather

Kimpton, Anthony, Pojani, Dorina, Corcoran, Jonathan, Loginova, Julia, Bean, Richard and Sigler, Thomas (2022, 09 27). E-scooters are becoming wildly popular – but we have to factor in the weather

E-scooters are becoming wildly popular – but we have to factor in the weather

2022

Conference Publication

Forecasting and optimizing a microgrid for the IEEE-CIS technical challenge

Bean, Richard (2022). Forecasting and optimizing a microgrid for the IEEE-CIS technical challenge. 32nd Australasian Universities Power Engineering Conference (AUPEC), Adelaide, SA Australia, 26-28 September 2022. Piscataway, NJ United States: IEEE Computer Society. doi: 10.1109/aupec58309.2022.10215542

Forecasting and optimizing a microgrid for the IEEE-CIS technical challenge

2022

Conference Publication

Solving an alchemical cipher in a shared notebook of John and Arthur Dee

Bean, Richard, Lang, Sarah and Piorko, Megan (2022). Solving an alchemical cipher in a shared notebook of John and Arthur Dee. International Conference on Historical Cryptology HistoCrypt, Amsterdam, Netherland, 20-22 June 2022. Linköping, Sweden: Linköping University Electronic Press. doi: 10.3384/ecp188388

Solving an alchemical cipher in a shared notebook of John and Arthur Dee

2022

Journal Article

Eavesdropping on the Biafra-Lisbon link - Breaking historical ciphers from the Biafran war (vol 46, pg 1, 2022)

Bean, Richard W., Lasry, George and Weierud, Frode (2022). Eavesdropping on the Biafra-Lisbon link - Breaking historical ciphers from the Biafran war (vol 46, pg 1, 2022). Cryptologia, 46 (3) 2061772, 290-290. doi: 10.1080/01611194.2022.2061772

Eavesdropping on the Biafra-Lisbon link - Breaking historical ciphers from the Biafran war (vol 46, pg 1, 2022)