Prof Fabiano Pallonetto
Biography
Research
Publications
Teaching
Biography
I have a wide experience in the energy, IT and transport sectors working as an entrepreneur, data scientist and researcher across different industries and disciplines. My academic background in Computer Science and Engineering and my industry experience in Energy, Sustainable Mobility, Data Analytics, Control Algorithms and Optimisation makes me a pivotal asset for research based and commercial data centric projects. My goal is bridging academic research to industrial needs applying my multidisciplinary industry and entrepreneurship experience to build solutions and solve technical challenges for the deployment and integration of the smart grid and its associated carbon footprint reduction and promoting Sustainable Development Goals.
Research Projects
Peer Reviewed Journal
| Year | Publication | |
|---|---|---|
| 2024 | De Rosa, M.; Glumac, O.; Bianco, V.; Pallonetto, F. (2024) 'A micro-credential approach for life-long learning in the urban renewable energy sector'. Renewable Energy, 228 . [Link] [DOI] [Full-Text] | |
| 2024 | Pierce, S.; Pallonetto, F.; De Donatis, L.; De Rosa, M. (2024) 'District energy modelling for decarbonisation strategies development—The case of a University campus'. Energy Reports, 11 . [Link] [DOI] [Full-Text] | |
| 2024 | Alam, W.; Tahir, M.; Hussain, S.; Gul, S.; Hayat, M.; Irshad, R.R.; Pallonetto, F. (2024) 'Unveiling the Potential Pattern Representation of RNA 5-Methyluridine Modification Sites through a Novel Feature Fusion Model Leveraging Convolutional Neural Network and Tetranucleotide Composition'. Ieee Access, . [Link] [DOI] [Full-Text] | |
| 2024 | Inayat, U.; Farzan, M.; Mahmood, S.; Zia, M.F.; Hussain, S.; Pallonetto, F. (2024) 'Insider threat mitigation: Systematic literature review'. Ain Shams Engineering Journal, . [Link] [DOI] | |
| 2024 | Hussain, S.; Teni, A.P.; Hussain, I.; Hussain, Z.; Pallonetto, F.; Eichman, J.; Irshad, R.R.; Alwayle, I.M.; Alharby, M.; Hussain, M.A.; Zia, M.F.; Kim, Y.S. (2024) 'Enhancing electric vehicle charging efficiency at the aggregator level: A deep-weighted ensemble model for wholesale electricity price forecasting'. Energy, 308 . [Link] [DOI] | |
| 2024 | Fiaz, K.; Zeb, A.; Hussain, S.; Khurshid, K.; Irshad, R.R.; Alharby, M.; Rahman, T.; Alwayle, I.M.; Pallonetto, F. (2024) 'A Two-Phase Blockchain-Enabled Framework for Securing Internet of Medical Things Systems'. Internet of Things (Netherlands), 28 . [Link] [DOI] | |
| 2024 | Sohail, A.; Rusdi, M.S.; Waseem, M.; Abdullah, M.Z.; Pallonetto, F.; Sultan, S.M. (2024) 'Cutting-edge developments in active and passive photovoltaic cooling for reduced temperature operation'. Results in Engineering, 23 . [DOI] | |
| 2023 | Bampoulas, A.; Pallonetto, F.; Mangina, E.; Finn, D.P. (2023) 'A Bayesian deep-learning framework for assessing the energy flexibility of residential buildings with multicomponent energy systems'. Applied Energy, 348 . [Link] [DOI] [Full-Text] | |
| 2023 | De Rosa, M.; Bianco, V.; Barth, H.; Pereira da Silva, P.; Vargas Salgado, C.; Pallonetto, F. (2023) 'Technologies and Strategies to Support Energy Transition in Urban Building and Transportation Sectors'. Energies, 16 . [Link] [DOI] [Full-Text] | |
| 2023 | Hussain, S.; Irshad, R.R.; Pallonetto, F.; Hussain, I.; Hussain, Z.; Tahir, M.; Abimannan, S.; Shukla, S.; Yousif, A.; Kim, Y.S.; El-Sayed, H. (2023) 'Hybrid coordination scheme based on fuzzy inference mechanism for residential charging of electric vehicles'. Applied Energy, 352 . [Link] [DOI] [Full-Text] | |
| 2023 | Li, H.; Johra, H.; de Andrade Pereira, F.; Hong, T.; Le Dréau, J.; Maturo, A.; Wei, M.; Liu, Y.; Saberi-Derakhtenjani, A.; Nagy, Z.; Marszal-Pomianowska, A.; Finn, D.; Miyata, S.; Kaspar, K.; Nweye, K.; O'Neill, Z.; Pallonetto, F.; Dong, B. (2023) 'Data-driven key performance indicators and datasets for building energy flexibility: A review and perspectives'. Applied Energy, 343 . [Link] [DOI] [Full-Text] | |
| 2023 | Kumar, P.; Vrontis, D.; Pallonetto, F. (2023) 'Cognitive engagement with AI-enabled technologies and value creation in healthcare'. Journal of Consumer Behaviour, . [Link] [DOI] [Full-Text] | |
| 2023 | Hussain, S.; Irshad, R.R.; Pallonetto, F.; Jan, Q.; Shukla, S.; Thakur, S.; Breslin, J.G.; Marzband, M.; Kim, Y.S.; Rathore, M.A.; El-Sayed, H. (2023) 'Enhancing the Efficiency of Electric Vehicles Charging Stations Based on Novel Fuzzy Integer Linear Programming'. IEEE Transactions on Intelligent Transportation Systems, . [Link] [DOI] [Full-Text] | |
| 2022 | Kiviluoma J.; Pallonetto F.; Marin M.; Savolainen P.T.; Soininen A.; Vennström P.; Rinne E.; Huang J.; Kouveliotis-Lysikatos I.; Ihlemann M.; Delarue E.; O'Dwyer C.; O'Donnel T.; Amelin M.; Söder L.; Dillon J. (2022) 'Spine Toolbox: A flexible open-source workflow management system with scenario and data management'. Softwarex, 17 . [DOI] [Full-Text] | |
| 2022 | De Rosa M.; Gainsford K.; Pallonetto F.; Finn D.P. (2022) 'Diversification, concentration and renewability of the energy supply in the European Union'. Energy, 253 . [DOI] [Full-Text] | |
| 2022 | Bampoulas A.; Pallonetto F.; Mangina E.; Finn D.P. (2022) 'An ensemble learning-based framework for assessing the energy flexibility of residential buildings with multicomponent energy systems'. Applied Energy, 315 . [DOI] [Full-Text] | |
| 2022 | Pallonetto F.; Jin C.; Mangina E. (2022) 'Forecast electricity demand in commercial building with machine learning models to enable demand response programs'. Energy And Ai, 7 . [DOI] [Full-Text] | |
| 2021 | Bampoulas A.; Saffari M.; Pallonetto F.; Mangina E.; Finn D.P. (2021) 'A fundamental unified framework to quantify and characterise energy flexibility of residential buildings with multiple electrical and thermal energy systems'. Applied Energy, 282 . [DOI] [Full-Text] | |
| 2021 | Pallonetto F.; De Rosa M.; Finn D.P. (2021) 'Impact of intelligent control algorithms on demand response flexibility and thermal comfort in a smart grid ready residential building'. Smart Energy, 2 . [DOI] [Full-Text] | |
| 2020 | Pallonetto F.; Galvani M.; Torti A.; Vantini S. (2020) 'A framework for analysis and expansion of public charging infrastructure under fast penetration of electric vehicles'. World Electric Vehicle Journal, 11 (1). [DOI] [Full-Text] | |
| 2020 | Pallonetto F.; De Rosa M.; D'Ettorre F.; Finn D.P. (2020) 'On the assessment and control optimisation of demand response programs in residential buildings'. Renewable and Sustainable Energy Reviews, 127 . [DOI] [Full-Text] | |
| 2020 | Pallonetto F.; De Rosa M.; Finn D.P. (2020) 'Environmental and economic benefits of building retrofit measures for the residential sector by utilizing sensor data and advanced calibrated models'. Advances in Building Energy Research, . [DOI] [Full-Text] | |
| 2019 | Pallonetto F.; Mangina E.; Milano F.; Finn D. (2019) 'SimApi, a smartgrid co-simulation software platform for benchmarking building control algorithms'. Softwarex, 9 :271-281. [DOI] [Full-Text] | |
| 2019 | Pallonetto F.; De Rosa M.; Milano F.; Finn D. (2019) 'Demand response algorithms for smart-grid ready residential buildings using machine learning models'. Applied Energy, 239 :1265-1282. [DOI] [Full-Text] | |
| 2018 | Egan J.; Finn D.; Deogene Soares P.; Rocha Baumann V.; Aghamolaei R.; Beagon P.; Neu O.; Pallonetto F.; O'Donnell J. (2018) 'Definition of a useful minimal-set of accurately-specified input data for Building Energy Performance Simulation'. Energy and Buildings, 165 :172-183. [DOI] [Full-Text] | |
| 2018 | de Oliveira da Costa P.; Mauceri S.; Carroll P.; Pallonetto F. (2018) 'A Genetic Algorithm for a Green Vehicle Routing Problem'. Electronic Notes in Discrete Mathematics, 64 :65-74. [DOI] [Full-Text] | |
| 2016 | Pallonetto, F; Oxizidis, S; Milano, F; Finn, D (2016) 'The effect of time-of-use tariffs on the demand response flexibility of an all-electric smart-grid-ready dwelling'. Energy and Buildings, 128 :56-67. [DOI] [Full-Text] |
Book Chapter
| Year | Publication | |
|---|---|---|
| 2023 | Pallonetto, Fabiano (2023) 'Towards a More Sustainable Mobility' In: Handbook of Computational Social Science for Policy. : Springer International Publishing. | |
| 2022 | Fabiano Pallonetto (2022) 'Advanced Energy Management Systems and Demand-Side Measures for Buildings towards the Decarbonisation of Our Society' In: Transitioning to Affordable and Clean Energy. Switzerland : MDPI. [Link] https://doi.org/10.3390/books978-3-03897-777-3-6 |
Conference Publication
| Year | Publication | |
|---|---|---|
| 2024 | Qasim, S.; Ashraf, M. M.; Zaidi, S. S.; Waseem, M.; Pallonetto, F.; Zain, A. A. (2024) 2024 Global Conference on Wireless and Optical Technologies, GCWOT, 2024 Dynamic Economic Dispatch Integrating Photovoltaic and Wind Generation Using GAMS Optimization [DOI] | |
| 2023 | Bampoulas, A.; Cheng, Y.; Pallonetto, F.; Finn, D.P.; Mangina, E. (2023) Building Simulation Conference Proceedings A Bayesian deep learning methodology with uncertainty quantification for harnessing the residential building heating system energy flexibility [Link] [DOI] | |
| 2022 | Meer A.V.D.; Rigoni V.; Pallonetto F.; Keane A. (2022) 2022 11th International Conference on Power Science and Engineering, ICPSE 2022 Impact Analysis of Electric Vehicle Charging and Demand Response Potential on a University Campus [DOI] | |
| 2021 | Adamantios Bampoulas, Fabiano Pallonetto, Eleni Mangina, Donal P. Finn (2021) Building Simulation 2021 Conference A machine learning-based methodology for harnessing the energy flexibility potential of residential buildings Bruges, Belgium, 01/09/2021- 03/09/2021 [Link] | |
| 2021 | Susan Pierce, Lorenzo De Donatis, Fabiano Pallonetto, Giovanni Tardioli (2021) Building Simulation 2021 Conference Use of district energy modelling and stakeholder engagement in developing decarbonisation strategies Bruges, Belgium, 01/09/2021- 03/09/2021 [Link] | |
| 2019 | Bampoulas A.; Saffari M.; Pallonetto F.; Mangina E.; Finn D.P. (2019) IEEE 5th World Forum on Internet of Things, WF-IoT 2019 - Conference Proceedings Self-Learning Control Algorithms for Energy Systems Integration in the Residential Building Sector [DOI] [Full-Text] | |
| 2014 | Pallonetto F.; Mangina E.; Finn D.; Wang F.; Wang A. (2014) BuildSys 2014 - Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings A RestFUL API to control a energy plus smart grid-ready residential building [DOI] [Full-Text] | |
| 2022 | Pierce, S.; De Donatis, L.; Pallonetto, F.; Tardioli, G. (2022) Building Simulation Conference Proceedings Use of District Energy Modelling and Stakeholder Engagement in Developing Decarbonisation Strategies [Link] [DOI] | |
| 2022 | De Lira, V.M.; Pallonetto, F.; Gabrielli, L.; Renso, C. (2022) Predicting Vehicles Parking Behaviour for EV Recharge Optimization [Link] | |
| 2019 | (2019) 2019 IEEE 5th World Forum on Internet of Things (WF-IoT) Self-Learning Control Algorithms for Energy Systems Integration in the Residential Building Sector [DOI] | |
| 2013 | Neu, O.; Oxizidis, S.; Flynn, D.; Pallonetto, F.; Finn, D.; (2013) Proceedings of BS 2013: 13th Conference of the International Building Performance Simulation Association High resolution space - Time data: Methodology for residential building simulation modelling | |
| 2013 | Pallonetto, F.; Oxizidis, S.; Duignan, R.; Neu, O.; Finn, D.; (2013) Proceedings of BS 2013: 13th Conference of the International Building Performance Simulation Association Demand response optimisation of all-electric residential buildings in a dynamic grid environment: Irish case study | |
| 2022 | Daly, J.; Zheng, L.; Xuan, M.; Yang, Y.; De Rosa, M.; Pallonetto, F. (2022) IET Conference Proceedings COMPARATIVE ANALYSES OF FORECASTING TECHNIQUES FOR ELECTRICITY WHOLESALE PRICE UNDER HIGH PENETRATION OF RENEWABLE ENERGY SYSTEMS [Link] |
Certain data included herein are derived from the © Web of Science (2025) of Clarivate. All rights reserved.