Ioan Petri

Cardiff University — United Kingdom

Computer Science · Physical Sciences

27h-index3.2kcitations129works4.52yr avg
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Research Topics

IoT and Edge/Fog Computing(23), BIM and Construction Integration(22), Cloud Computing and Resource Management(21), Building Energy and Comfort Optimization(19), Blockchain Technology Applications and Security(15)

Publications129 total

FastML-GA: FPGA-accelerated machine learning for real-time energy HVAC optimization in buildings
Neural Computing and Applications·2026· 2 citedOpen Access
Multi-agent systems for optimising smart energy clusters: A case study on cost and emission reduction in industrial seaport facilities
Energy Reports·2025Open Access
Local energy community with a power-to-gas system: A feasibility case study and performance analysis
Renewable and Sustainable Energy Reviews·2025· 4 citedOpen Access
Edge Machine Learning for Solar Power Forecasting
2025
Edge learning for energy-aware resource management
2025
FPGA-Accelerated Fast Machine Learning for Heterogeneous Edge Systems
2025· 1 cited
Digital twins for dynamic life cycle assessment in the built environment
The Science of The Total Environment·2025· 20 citedOpen Access
CO2 Monitoring as an Indicator of Ventilation Performance in a Teaching Office Environment
2025
AI and Digital Twin Applications in Building Energy Management: A State-of-the-Art Review
2025
Contemporary Landscape of Fire Safety Monitoring and Control Practices in Buildings
2025
Blockchain for energy management in seaport infrastructure: a microgrid case study
2025
Fast machine learning for building management systems
Artificial Intelligence Review·2025· 12 citedOpen Access
Data Science and AI for Sustainable Futures: Opportunities and Challenges
Sustainability·2025· 2 citedOpen Access
Edge Energy Orchestration
Lecture notes in computer science·2025Open Access
Enhancing performance of machine learning tasks on edge-cloud infrastructures: A cross-domain Internet of Things based framework
Future Generation Computer Systems·2024· 7 citedOpen Access
A multi-agent system to dynamically devise an LCA framework weighting system taking into account socio-technical and environmental consideration
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences·2024· 1 citedOpen Access
Social Life Cycle Assessment in the construction sector: current work and directions for future research
The International Journal of Life Cycle Assessment·2024· 21 citedOpen Access
Viral infection transmission and indoor air quality: A systematic review
The Science of The Total Environment·2024· 23 citedOpen Access
Local Community Multi-Energy Systems: A Feasibility Case Study and Life-Cycle Analysis
SSRN Electronic Journal·2024Open Access
Optimising Local Multi-Energy Systems for Electricity and Hydrogen Production and Storage
SSRN Electronic Journal·2024Open Access
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Frequent Co-authors

Yacine Rezgui(35), Omer Rana(22), Thomas Beach(9), Manish Parashar(9), Ali Ghoroghi(7), Haijiang Li(7), Javier Diaz‐Montes(7), Mengsong Zou(6), Ateyah Alzahrani(5), Ali Zamani(5), Yassine Himeur(4), Mariam Elnour(4), Fodil Fadli(4), Nader Meskin(4), Andrei Hodorog(4), Barış Yüce(4), Bejay Jayan(4), Masoud Barati(4), S Kubicki(3), Yasin Çelik(3)