Publications

BibTeX

@article{theeconomicsoff-2025/6,
  title={The economics of flexibility service contracting in local energy markets: A review},
  author={Nolden C, Banks N, Irwin J, Wallom D & Parrish B},
  journal={Renewable and Sustainable Energy Reviews},
  volume={215},
  pages={115549},
  publisher={Elsevier},
  year = "2025"
}

BibTeX

@article{digitalizationo-2025/2,
  title={Digitalization opportunities to enable local power system transition to net-zero},
  author={Azizi E, Hua W, Stephen B, Wallom D & McCulloch M},
  journal={Energy for Sustainable Development},
  volume={84},
  year = "2025"
}

@misc{securitybydesig-2025/1,
  title={Security by Design Issues in Autonomous Vehicles},
  author={Higgins M, Jha D, Blundell D & Wallom D},
  year = "2025"
}

BibTeX

@article{securitybydesig-2025/1,
  title={Security-by-Design Issues in Autonomous Vehicles},
  author={Higgins M, Jha DN, Blundell D & Wallom D},
  journal={IT Professional},
  volume={27},
  pages={50-56},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2025"
}

BibTeX

@article{electricityclim-2024/11,
  title={Electricity climate-compatibility index: Measuring global progress towards decarbonising the power sector},
  author={Alotaiq A, Collett KA, Fofrich R, Wallom D & McCulloch M},
  journal={Journal of Economy and Technology},
  volume={2},
  pages={1-21},
  publisher={Elsevier BV},
  year = "2024"
}

BibTeX

@article{aruntimeframewo-2024/11,
  title={A Run-Time Framework for Ensuring Zero-Trust State of Client's Machines in Cloud Environment},
  author={Jha DN, Lenton G, Asker J, Blundell D, Higgins M et al.},
  journal={IEEE Transactions on Cloud Computing},
  volume={PP},
  pages={1-13},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2024"
}

BibTeX

@inproceedings{maximizinggridi-2024/9,
  title={Maximizing Grid Intelligence: Harnessing Substation Load Data via Machine Learning},
  author={Azizi E, Hua W, Wallom D & McCulloch M},
  booktitle={2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)},
  pages={594-599},
  year = "2024"
}

BibTeX

@article{ensembleofgloba-2024/6,
  title={Ensemble of global climate simulations for temperature in historical, 1.5 °C and 2.0 °C scenarios from HadAM4},
  author={Lizana J, Miranda ND, Sparrow SN, Watson PAG, Zachau Walker M et al.},
  journal={Scientific Data},
  volume={11},
  number={578},
  publisher={Nature Research},
  year = "2024"
}

@inproceedings{energyconsumpti-2024/6,
  title={Energy consumption in higher education buildings: bridging the performance gap using digital twin technology},
  author={Peinturier L & Wallom D},
  booktitle={eceee 2024 Summer Study Sustainable, safe and secure through demand reduction},
  year = "2024"
}

BibTeX

@article{acomparativecli-2024/5,
  title={A comparative climate-resilient energy design: Wildfire Resilient Load Forecasting Model using multi-factor deep learning methods},
  author={Yang W, Sparrow SN & Wallom DCH},
  journal={Applied Energy},
  volume={368},
  number={123365},
  publisher={Elsevier},
  year = "2024"
}

BibTeX

@article{sensitivityanal-2024/5,
  title={Sensitivity analysis of distributed photovoltaic system capacity estimation based on artificial neural network},
  author={Tang L, Ashtine M, Hua W & Wallom D},
  journal={Sustainable Energy Grids and Networks},
  volume={39},
  number={101396},
  publisher={Elsevier},
  year = "2024"
}

BibTeX

@article{electricityclim-2024/4,
  title={Electricity climate-compatibility index: measuring global progress towards decarbonising the power sector},
  author={Alotaiq A, Collett K, Fofrich R, Wallom D & McCulloch M},
  journal={Journal of Economy and Technology},
  volume={2},
  pages={1-21},
  publisher={Elsevier},
  year = "2024"
}

BibTeX

@inproceedings{usinganevidence-2024/3,
  title={Using an evidence-based approach to improve calibration of non-domestic building digital twins},
  author={Peinturier L & Wallom D},
  booktitle={7th International Conference on Energy Conservation and Efficiency (ICECE 2024)},
  pages={1-6},
  year = "2024"
}

BibTeX

@article{assessinglongte-2024/1,
  title={Assessing long-term future climate change impacts on extreme low wind events for offshore wind turbines in the UK exclusive economic zone},
  author={Abdelaziz S, Sparrow SN, Hua W & Wallom DCH},
  journal={Applied Energy},
  volume={354},
  year = "2024"
}

BibTeX

@article{integratedposto-2024/1,
  title={Integrated post-occupancy evaluation and intervention that achieve real-world zero-carbon buildings},
  author={Lizana J, Wheeler S, Azizi E, Halloran C, Wheeler J et al.},
  journal={Energy and Buildings},
  volume={303},
  year = "2024"
}

BibTeX

@inproceedings{loadprofilefore-2024/1,
  title={Load Profile Forecasting of Small and Medium-sized Businesses For Flexibility Programs},
  author={Al Shimmari M, Calliess J-P & Wallom D},
  booktitle={2024 4th International Conference on Smart Grid and Renewable Energy (SGRE)},
  pages={1-5},
  year = "2024"
}

@misc{globalgriddedda-2024/1,
  title={Global gridded dataset of Heating Degree Days and Cooling Degree Days under three climate scenarios: historical, 1.5°C and 2°C},
  author={Lizana J, Miranda ND, Sparrow SN, Wallom DCH, Khosla R et al.},
  year = "2024"
}

BibTeX

@inproceedings{atheoreticalass-2023/12,
  title={A Theoretical Assessment Framework for Demand Response Literature},
  author={Soegiharto KDO & Wallom DCH},
  booktitle={2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference (APPEEC)},
  pages={1-6},
  year = "2023"
}

BibTeX

@article{assessinglongte-2023/11,
  title={Assessing long-term future climate change impacts on extreme low wind events for offshore wind turbines in the UK exclusive economic zone},
  author={Abdelaziz S, Sparrow S, Hua W & Wallom D},
  journal={Applied Energy},
  volume={354},
  number={122218},
  publisher={Elsevier},
  year = "2023"
}

BibTeX

@article{integratedposto-2023/11,
  title={Integrated post-occupancy evaluation and intervention that achieve real-world zero-carbon buildings},
  author={Lizana J, Wheeler S, Azizi E, Halloran C, Wheeler J et al.},
  journal={Energy and Buildings},
  volume={303},
  number={113766},
  publisher={Elsevier},
  year = "2023"
}

BibTeX

@inproceedings{demandresponsea-2023/11,
  title={Demand Response Analytical Framework for Assessing Programme Applicability across Countries},
  author={Soegiharto KDO & Wallom DCH},
  booktitle={2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia)},
  pages={1-5},
  year = "2023"
}

BibTeX

@inproceedings{timeseriesclust-2023/11,
  title={Time-Series Clustering Of UK Non-domestic Consumers For Demand Response Aggregators},
  author={Al Shimmari M, Calliess J-P & Wallom D},
  booktitle={2023 IEEE PES Innovative Smart Grid Technologies - Asia (ISGT Asia)},
  pages={1-5},
  year = "2023"
}

BibTeX

@article{stretchedgridma-2023/10,
  title={Stretched grid? Managing data center energy demand and grid capacity},
  author={Mytton D, Ashtine M, Wheeler S & Wallom D},
  journal={Oxford Open Energy},
  volume={2},
  number={oiad014},
  publisher={Oxford University Press},
  year = "2023"
}

BibTeX

@inproceedings{optimisingmulti-2023/10,
  title={Optimising multi-factor assistance in a deep learning-based electricity forecasting model with climate resilience: an Australian case study},
  author={Yang W, Sparrow SN & Wallom DCH},
  booktitle={2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)},
  pages={1-5},
  year = "2023"
}

BibTeX

@inproceedings{extremewindgust-2023/9,
  title={Extreme wind gust impact on UK offshore wind turbines: long-term return level estimation},
  author={Abdelaziz S, Sparrow SN, Hua W & Wallom D},
  booktitle={2023 IEEE Power & Energy Society (PES) General Meeting (GM)},
  pages={1-5},
  year = "2023"
}

BibTeX

@article{spatialtemporal-2023/8,
  title={Spatial-Temporal Anomaly Detection for Sensor Attacks in Autonomous Vehicles},
  author={Higgins M, Jha D & Wallom D},
  journal={},
  volume={00},
  pages={783-788},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2023"
}

BibTeX

@inproceedings{futureclimatech-2023/7,
  title={Future climate change impact on wind gust for offshore wind turbines cut-out within the UK exclusive economic zone},
  author={Abdelaziz S, Sparrow SN, Hua W & Wallom D},
  booktitle={Fifteenth Annual IEEE Green Technologies (GreenTech) Conference},
  pages={10-14},
  year = "2023"
}

BibTeX

@article{changeincooling-2023/7,
  title={Change in cooling degree days with global mean temperature rise increasing from 1.5 °C to 2.0 °C},
  author={Miranda ND, Lizana J, Sparrow SN, Zachau-Walker M, Watson PAG et al.},
  journal={Nature Sustainability},
  volume={6},
  pages={1326-1330},
  publisher={Springer Nature},
  year = "2023"
}

BibTeX

@article{ananalyticalmet-2023/6,
  title={An analytical method for sizing energy storage in microgrid systems to maximize renewable consumption and minimize unused storage capacity},
  author={Ren HK, Ashtine M, McCulloch M & Wallom D},
  journal={Journal of Energy Storage},
  volume={68},
  number={107735},
  publisher={Elsevier},
  year = "2023"
}

BibTeX

@misc{optimalsizingof-2023/6,
  title={Optimal sizing of solar photovoltaic and lithium battery storage to reduce grid electricity reliance in buildings},
  author={Ren HK, McCulloch M & Wallom D},
  year = "2023"
}

BibTeX

@article{detectingsmartm-2023/5,
  title={Detecting smart meter false data attacks using hierarchical feature clustering and incentive weighted anomaly detection},
  author={Higgins M, Stephen B & Wallom D},
  journal={IET Cyber-Physical Systems: Theory & Applications},
  volume={8},
  pages={257-271},
  publisher={Wiley},
  year = "2023"
}

BibTeX

@article{digitaltwinbase-2023/4,
  title={Digital twin based reinforcement learning for extracting network structures and loadpatterns in planning and operation of distribution systems},
  author={Hua W, Stephen B & Wallom D},
  journal={Applied Energy},
  volume={342},
  number={121128},
  publisher={Elsevier},
  year = "2023"
}

BibTeX

@inproceedings{shorttermloadfo-2023/4,
  title={Short-term load forecasting using UK non-domestic businesses to enable demand response aggregators’ participation in electricity markets},
  author={Al Shimmari M & Wallom D},
  booktitle={2023 IEEE PES Grid Edge Technologies Conference & Exposition (Grid Edge)},
  year = "2023"
}

BibTeX

@misc{ageneralisedmul-2023/4,
  title={A generalised multi-factor deep learning electricity load forecasting model for wildfire-prone areas},
  author={Yang W, Sparrow SN & Wallom DCH},
  year = "2023"
}

BibTeX

@article{impactsofbuildi-2023/2,
  title={Impacts of building load dispersion level on its load forecasting accuracy: Data or algorithms? Importance of reliability and interpretability in machine learning},
  author={Hu M, Stephen B, Browell J, Haben S & Wallom D},
  journal={Energy and Buildings},
  volume={285},
  number={112896},
  publisher={Elsevier},
  year = "2023"
}

BibTeX

@misc{incentiveweight-2023/1,
  title={Incentive-weighted Anomaly Detection for False Data Injection Attacks Against Smart Meter Load Profiles},
  author={Higgins M, Stephen B & Wallom D},
  year = "2023"
}

BibTeX

@misc{changesincoolin-2023/1,
  title={Changes in Cooling Degree Days (CDD) between the 1.5ºC and 2.0ºC global warming scenarios},
  author={Miranda ND, Lizana J, Sparrow SN, Wallom DCH, Zachau-Walker M et al.},
  year = "2023"
}

BibTeX

@misc{localenergymark-2023/1,
  title={Local Energy Markets: From Concepts to Reality},
  author={Wheeler S, Fele F, Ashtine M, Morstyn T, Wallom D et al.},
  year = "2023"
}

BibTeX

@article{detectingsmartm-2023/1,
  title={Detecting smart metre false data attacks using hierarchical feature clustering and incentive weighted anomaly detection},
  author={Higgins M, Stephen B & Wallom D},
  journal={IET Cyber-Physical Systems: Theory and Applications},
  year = "2023"
}

BibTeX

@inproceedings{extremewindgust-2023/1,
  title={Extreme Wind Gust Impact on UK Offshore Wind Turbines: Long-Term Return Level Estimation},
  author={Abdelaziz S, Sparrow SN, Hua W & Wallom D},
  year = "2023"
}

BibTeX

@misc{fromctoctheglob-2023/,
  title={From 1.5ºC to 2.0ºC: the global increase in cooling degree days},
  author={Miranda N, Lizana J, Sparrow S, Zachau-Walker M, Wallom D et al.},
  year = "2023"
}

BibTeX

@misc{localenergymark-2023/,
  title={Local Energy Markets: From Concepts to Reality},
  author={Wheeler S, Fele F, Ashtine M, Morstyn T, Wallom D et al.},
  year = "2023"
}

BibTeX

@inproceedings{shorttermloadfo-2023/,
  title={Short-term load forecasting using UK non-domestic businesses to enable demand response aggregators' participation in electricity markets},
  author={Al Shimmari M & Wallom D},
  year = "2023"
}

BibTeX

@misc{fromctoctheglob-2023/,
  title={From 1.5ºC to 2.0ºC: the global increase in cooling degree days},
  author={Miranda N, Lizana J, Sparrow S, Zachau-Walker M, Wallom D et al.},
  year = "2023"
}

BibTeX

@article{ananalyticalmet-2023/,
  title={An analytical method for sizing energy storage in microgrid systems to maximize renewable consumption and minimize unused storage capacity},
  author={Ren HK, Ashtine M, McCulloch M & Wallom D},
  journal={JOURNAL OF ENERGY STORAGE},
  volume={68},
  number={ARTN 107735},
  year = "2023"
}

BibTeX

@article{changeincooling-2023/,
  title={Change in cooling degree days with global mean temperature increasing from 1.5 °C to 2.0 °C},
  author={Miranda ND, Lizana J, Sparrow SN, Zachau-Walker M, Watson PAG et al.},
  journal={NATURE SUSTAINABILITY},
  year = "2023"
}

BibTeX

@article{changeincooling-2023/,
  title={Change in cooling degree days with global mean temperature rise increasing from 1.5 °C to 2.0 °C (Jul, 10.1038/s41893-023-01155-z, 2023)},
  author={Miranda ND, Lizana J, Sparrow SN, Zachau-Walker M, Watson PAG et al.},
  journal={NATURE SUSTAINABILITY},
  year = "2023"
}

BibTeX

@inproceedings{futureclimatech-2023/,
  title={Future Climate Change Impact On Wind Gust For Offshore Wind Turbines Cut-Out Within The UK Exclusive Economic Zone},
  author={Abdelaziz S, Sparrow SN, Hua W & Wallom D},
  pages={10-14},
  year = "2023"
}

@article{ageneralisedmul-2023/,
  title={A generalised multi-factor deep learning electricity load forecasting model for wildfire-prone areas.},
  author={Yang W, Sparrow SN & Wallom DCH},
  journal={CoRR},
  volume={abs/2304.10686},
  year = "2023"
}

@article{incentiveweight-2023/,
  title={Incentive-weighted Anomaly Detection for False Data Injection Attacks Against Smart Meter Load Profiles.},
  author={Higgins M, Stephen B & Wallom D},
  journal={CoRR},
  volume={abs/2301.10628},
  year = "2023"
}