Edoardo Patti

Orcid: 0000-0002-6043-6477

According to our database1, Edoardo Patti authored at least 76 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Training Nonintrusive Load Monitoring Algorithms Without Supervision From Submeters.
IEEE Trans. Ind. Informatics, April, 2024

An online reinforcement learning approach for HVAC control.
Expert Syst. Appl., March, 2024

2023
A Framework for Economic and Environmental Benefit Through Renewable Energy Community.
IEEE Syst. J., December, 2023

Clustering Appliance Operation Modes With Unsupervised Deep Learning Techniques.
IEEE Trans. Ind. Informatics, July, 2023

Exploring Stability and Accuracy Limits of Distributed Real-Time Power System Simulations via System-of-Systems Cosimulation.
IEEE Syst. J., June, 2023

Transformer neural networks for interpretable flood forecasting.
Environ. Model. Softw., February, 2023

A Distributed Software Platform for Additive Manufacturing.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

An Electric Vehicle Simulator for Realistic Battery Signals Generation from Data-sheet and Real-world Data.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

LSTM for Grid Power Forecasting in Short-Term from Wave Energy Converters.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Comparative analysis of neural networks techniques to forecast Airfare Prices.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022
In-Situ Defect Detection of Metal Additive Manufacturing: An Integrated Framework.
IEEE Trans. Emerg. Top. Comput., 2022

Computational Cost Analysis and Data-Driven Predictive Modeling of Cloud-Based Online-NILM Algorithm.
IEEE Trans. Cloud Comput., 2022

A User-Centric View of a Demand Side Management Program: From Surveys to Simulation and Analysis.
IEEE Syst. J., 2022

A Smart Meter Infrastructure for Smart Grid IoT Applications.
IEEE Internet Things J., 2022

A hierarchical and modular agent-oriented framework for power systems co-simulations.
Energy Inform., 2022

Non-intrusive load monitoring techniques for the disaggregation of ON/OFF appliances.
Energy Inform., 2022

A comparison study of co-simulation frameworks for multi-energy systems: the scalability problem.
Energy Inform., 2022

Solar radiation forecasting with deep learning techniques integrating geostationary satellite images.
Eng. Appl. Artif. Intell., 2022

e-Pupil: IoT-Based Augmentative and Alternative Communication Device Exploiting the Pupillary Near-Reflex.
IEEE Access, 2022

COMET: Co-simulation of Multi-Energy Systems for Energy Transition.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Comparative Analysis of Neural Networks Techniques for Lithium-ion Battery SOH Estimation.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2021
A Microservices-Based Framework for Smart Design and Optimization of PV Installations.
IEEE Trans. Sustain. Comput., 2021

Supporting Telecommunication Alarm Management System With Trouble Ticket Prediction.
IEEE Trans. Ind. Informatics, 2021

Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays.
IEEE Trans. Emerg. Top. Comput., 2021

Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools.
Proc. IEEE, 2021

A compound of feature selection techniques to improve solar radiation forecasting.
Expert Syst. Appl., 2021

Solar radiation forecasting based on convolutional neural network and ensemble learning.
Expert Syst. Appl., 2021

Peak shaving in district heating exploiting reinforcement learning and agent-based modelling.
Eng. Appl. Artif. Intell., 2021

A Win-Win Algorithm for Learning the Flexibility of Aggregated Residential Appliances.
IEEE Access, 2021

Comparative Analysis of Neural Networks Techniques to Forecast Global Horizontal Irradiance.
IEEE Access, 2021

Image analytics and machine learning for in-situ defects detection in Additive Manufacturing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Design of District-level Photovoltaic Installations for Optimal Power Production and Economic Benefit.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

2020
Data Driven Patient-Specialized Neural Networks for Blood Glucose Prediction.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Optimal Configuration and Placement of PV Systems in Building Roofs with Cost Analysis.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

GAMES: A General-Purpose Architectural Model for Multi-energy System Engineering Applications.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019
Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles.
IEEE Trans. Veh. Technol., 2019

A Cloud-Based On-Line Disaggregation Algorithm for Home Appliance Loads.
IEEE Trans. Smart Grid, 2019

Design and Accuracy Analysis of Multilevel State Estimation Based on Smart Metering Infrastructure.
IEEE Trans. Instrum. Meas., 2019

A Distributed IoT Infrastructure to Test and Deploy Real-Time Demand Response in Smart Grids.
IEEE Internet Things J., 2019

Realistic Multi-Scale Modeling of Household Electricity Behaviors.
IEEE Access, 2019

A Multi-Patient Data-Driven Approach to Blood Glucose Prediction.
IEEE Access, 2019

2018
GIS-Based Software Infrastructure to Model PV Generation in Fine-Grained Spatio-Temporal Domain.
IEEE Syst. J., 2018

Distributed Infrastructure for Multi-Energy-Systems Modelling and Co-simulation in Urban Districts.
Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems, 2018

Non-linear Autoregressive Neural Networks to Forecast Short-Term Solar Radiation for Photovoltaic Energy Predictions.
Proceedings of the Smart Cities, Green Technologies and Intelligent Transport Systems, 2018

Forecasting Short-term Solar Radiation for Photovoltaic Energy Predictions.
Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems, 2018

A Compact PV Panel Model for Cyber-Physical Systems in Smart Cities.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

IoT Software Infrastructure for Remote Monitoring of Patients with Chronic Metabolic Disorders.
Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018

An energy-autonomous wireless sensor network development platform.
Proceedings of the 13th International Conference on Design & Technology of Integrated Systems In Nanoscale Era, 2018

GIS-based optimal photovoltaic panel floorplanning for residential installations.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017
IoT Software Infrastructure for Energy Management and Simulation in Smart Cities.
IEEE Trans. Ind. Informatics, 2017

A Flexible Distributed Infrastructure for Real-Time Cosimulations in Smart Grids.
IEEE Trans. Ind. Informatics, 2017

Information Modeling for Virtual and Augmented Reality.
IT Prof., 2017

A scalable middleware-based infrastructure for energy management and visualization in city districts.
EAI Endorsed Trans. Cloud Syst., 2017

A Participatory Design Approach for Energy-aware Mobile App for Smart Home Monitoring.
Proceedings of the SMARTGREENS 2017, 2017

PVInGrid: A Distributed Infrastructure for Evaluating the Integration of Photovoltaic Systems in Smart Grid.
Proceedings of the Technological Innovation for Smart Systems, 2017

Building Energy Modelling and Monitoring by Integration of IoT Devices and Building Information Models.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

2016
Distributed Software Infrastructure for General Purpose Services in Smart Grid.
IEEE Trans. Smart Grid, 2016

Event-Driven User-Centric Middleware for Energy-Efficient Buildings and Public Spaces.
IEEE Syst. J., 2016

Distributed Software Infrastructure for Evaluating the Integration of Photovoltaic Systems in Urban Districts.
Proceedings of the SMARTGREENS 2016, 2016

IoT platform for Smart Cities: Requirements and implementation case studies.
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016

Fast fault location for fast restoration of smart electrical distribution grids.
Proceedings of the IEEE International Smart Cities Conference, 2016

Low voltage system state estimation based on smart metering infrastructure.
Proceedings of the 2016 IEEE International Workshop on Applied Measurements for Power Systems (AMPS), 2016

2015
District Information Modeling and Energy Management.
IT Prof., 2015

multiFLEX: Flexible Multi-utility, Multi-service Smart Metering Architecture for Energy Vectors with Active Prosumers.
Proceedings of the SMARTGREENS 2015, 2015

Designing a Smart City Internet of Things Platform with Microservice Architecture.
Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015

A tool-chain to foster a new business model for photovoltaic systems integration exploiting an Energy Community approach.
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

Enhancing Energy Awareness Through the Analysis of Thermal Energy Consumption.
Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

A new distributed framework for integration of district energy data from heterogeneous devices.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Energy Signature Analysis: Knowledge at Your Fingertips.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
Software solutions for Energy Efficient Smart Environments.
PhD thesis, 2014

DIMCloud: A Distributed Framework for District Energy Simulation and Management.
Proceedings of the Internet of Things. User-Centric IoT, 2014

Design and implementation of a multi-standard event-driven energy management system for smart buildings.
Proceedings of the IEEE 3rd Global Conference on Consumer Electronics, 2014

Towards a Software Infrastructure for District Energy Management.
Proceedings of the 12th IEEE International Conference on Embedded and Ubiquitous Computing, 2014

2013
Smart Energy Efficient Buildings - A Living Lab Approach.
Proceedings of the SMARTGREENS 2013, 2013

Enable sensor networks interoperability in smart public spaces through a service oriented approach.
Proceedings of the 5th IEEE International Workshop on Advances in Sensors and Interfaces, 2013

2012
Middleware services for network interoperability in smart energy efficient buildings.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012


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