PAPERS
A Distribution Network during the 2020 COVID 19 Pandemic (2021)
During an extraordinary event, like the COVID19 pandemic, very rapid changes in consumption profiles and customers behaviors were recorded. This paper investigates the impact of the lockdown on load and production in the distribution system of Terni.
Quaternionic keypoint description for multispectral imaging (2021)
In this work, we propose a new keypoint descriptor that is suitable for multispectral inputs comprising up to 4 channels. Color images with or without an additional infrared or depth channel are some of the use-cases that can be handled by the proposed descriptor.
Dynamic Coalitions of Prosumers in Virtual Power Plants for Energy Trading and Profit Optimization (2021)
In this paper, we present results from the ongoing research project eDREAM, which aims to provide flexibility on grid operation, support the integration of renewables, and develop strategies to manage energy storage systems.
An Ethereum based implementation of English, Dutch and First price sealed-bid auctions (2021)
This paper addresses the problem of the traditional online auctions by proposing an Ethereum based implementation for three of the most popular auctions: English, Dutch, First-price sealed-bid (FPSB).
Combining Machine Learning Analysis and Incentive-Based Genetic Algorithms to Optimize Energy District Renewable Self Consumption in Demand Response Programs (2021)
In this paper, we propose a methodology that combines machine learning with multi-objective optimization to accurately plan the exploitation of the energy district’s flexibility with the objective of reducing peak consumption and avoiding reverse power flow.
Blockchain and Demand Response: Zero Knowledge Proofs for Energy Transactions Privacy (2021)
In this paper, we present a decentralized implementation of demand response programs on top of the public blockchain which deals with the privacy of the prosumer’s energy data using zero-knowledge proofs and validates on the blockchain the prosumer’s activity inside the program using smart contracts.
Energy Flexibility Prediction for Data Center Engagement in Demand Response Programs (2021)
In this paper, we address the problem of the efficient and sustainable operation of data centers (DCs) from the perspective of their optimal integration with the local energy grid through active participation in demand response (DR) programs.
A Tri layer Optimization Framework for day ahead Energy Scheduling based on
Cost and Discomfort Minimization (2021)
This paper proposes a framework for a multi-objective analysis, acting as a novel tool that offers responses for optimal energy management through a decision support system.
Distributed Ledger Technology Review and Decentralized Applications Development Guidelines (2021)
In this paper, we provide a comprehensive overview of DLT analyzing the challenges, provided solutions or alternatives, and their usage for developing decentralized applications. We define a three-tier based architecture for DLT applications to systematically classify the technology solutions described in over 100 papers and startup initiatives.
Blockchain-Based Decentralized Virtual Power Plants of Small Prosumers (2021)
In this paper, we propose to use public blockchain and self-enforcing smart contracts to construct Virtual Power Plants (VPPs) of prosumers to provide energy services. A model has been defined for capturing the prosumer level constraints in terms of available energy profiles and energy service requirements enabling their optimal aggregation in hierarchical structures.
An interdisciplinary approach on efficient virtual microgrid to virtual microgrid energy balancing incorporating data preprocessing techniques (2021)
This paper proposes an interdisciplinary analytics-based approach for the formation of VMGs addressing energy balancing. Our approach incorporates Computer Science methods to address an Energy sector problem, utilizing data preprocessing techniques and Machine Learning concepts.
A Distribution Network during the 2020 COVID-19 Pandemic (2020)
This paper investigates the impact of the lockdown on load and production in the distribution system of Terni. From a DSO point of view, no relevant issues were encountered to be faced. The distributed power generation from renewable resources did not affect relevant issues, maintaining the typical annual generation profiles. A domestic consumption increase was replaced by more relevant decrease of industrial processes and commercial activities absorptions.
An Ethereum-based implementation of English, Dutch and First-price sealed-bid auctions (2020)
2020 IEEE 16th International Conference on Intelligent Computer Communication and Processing (ICCP 2020)
Combining Machine Learning Analysis and Incentive-Based Genetic Algorithms to Optimise Energy District Renewable Self-Consumption in Demand-Response Programs (2020)
In this paper, we propose a methodology that combines machine learning with multi-objective optimization to accurately plan the exploitation of the energy district’s flexibility with the objective of reducing peak consumption and avoiding reverse power flow.
Blockchain based Decentralized Applications: Technology Review and Development Guidelines (2020)
Our study reviews over 100 blockchain papers and startup initiatives from which we construct a 3-tier based architecture for decentralized applications and we use it to systematically classify the technology solutions.
Energy Flexibility Prediction for Data Center Engagement in Demand Response Programs (2020)
In this paper, we address the problem of the efficient and sustainable operation of data centers (DCs) from the perspective of their optimal integration with the local energy grid through active participation in demand response (DR) programs.
Blockchain-Based Scalable and Tamper-Evident Solution for Registering Energy Data (2019)
An open issue that slows the adoption of blockchain technology in the energy sector is the low scalability and high processing overhead when dealing with the real-time energy data collected by smart energy meters. Thus, in this paper, we propose a scalable second tier solution which combines the…
A real-life experience on 2nd life batteries services for Distribution System Operator (2019)
This paper proposes an innovative use of the 2nd life Li-ion batteries, enabling “Storage as a service” for enhancing distribution network operations. Test results have shown that 2 nd life Li-ion batteries are suitable for some services and their usage in the power distribution network is promising for…
A multipurpose ICT platform for supporting energy transition: first results in flexibility profiling (2019)
In this paper an innovative, multi-purpose and open source platform called FUSE is presented. The platform design has been conceived taking into account the most relevant needs and requirements from the ongoing modernization of distribution systems.
Evaluating Forecasting Techniques for Integrating Household Energy Prosumers into Smart Grids (2018)
This paper tackles the problem of integrating household energy prosumers in Smart Energy Grids by analyzing a set of state-of-the-art energy forecasting techniques that allow individual or aggregated prosumers to evaluate their future energy demand and inform the DSO about potential grid imbalances.
Blockchain Based Decentralized Management of Demand Response Programs in Smart Energy Grids (2018)
In this paper, we investigate the use of decentralized blockchain mechanisms for delivering transparent, secure, reliable, and timely energy flexibility, under the form of adaptation of energy demand profiles of Distributed Energy Prosumers, to all the stakeholders involved in the flexibility markets (Distribution System Operators primarily, retailers, aggregators, etc.)
Decentralized blockchain flexibility system for Smart Grids Requirements engineering and use cases (2018)
In this paper, we present results from the ongoing project eDREAM (enabling new Demand REsponse Advanced, Market oriented and Secure technologies, solutions and business models) with some extent on requirements and use cases related a decentralized flexibility system based on ledger technologies.
Enabling New Tehnologies for Demand Response Descentralized Validation using Blockchain (2018)
In this paper we will present a robust, democratic and scalable demand response framework which will feature a blockchain based near-real time closed-loop DR validation, fully autonomous, secured and decentralized. This will enact each prosumer with the possibility to verify the authenticity and integrity of all DR events and bid notifications.