Implementation and Simulation of Real Load Shifting Scenarios Based on a Flexibility Price Market Strategy—The Italian Residential Sector as a Case Study

This work aims to evaluate the Flexibility Potential that a residential household can effectively provide to the public grid for participating in a Demand Response activity. In detail, by using 14 dwellings electrical data collection, an algorithm to simulate the Load Shifting activity over the dayt...

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Main Authors: Francesco Mancini, Jacopo Cimaglia, Gianluigi Lo Basso, Sabrina Romano
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/11/3080
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spelling doaj-b158e3b8bb474ec287cdc7f41b2bac8a2021-06-01T01:07:13ZengMDPI AGEnergies1996-10732021-05-01143080308010.3390/en14113080Implementation and Simulation of Real Load Shifting Scenarios Based on a Flexibility Price Market Strategy—The Italian Residential Sector as a Case StudyFrancesco Mancini0Jacopo Cimaglia1Gianluigi Lo Basso2Sabrina Romano3Department of Planning, Design and Technology of Architecture, Sapienza University of Rome, 72-00197 Rome, ItalyInterdepartmental Center for Territory, Building, Conservation and Environment, Sapienza University of Rome, 53-00197 Rome, ItalyDepartment of Astronautics, Electrical Energy Engineering, Sapienza University of Rome, 18-00184 Rome, ItalyEnergy Technologies Department (DTE), Italian National Agency for Technologies, Energy and Sustainable Economic Development (ENEA), 301-00123 Rome, ItalyThis work aims to evaluate the Flexibility Potential that a residential household can effectively provide to the public grid for participating in a Demand Response activity. In detail, by using 14 dwellings electrical data collection, an algorithm to simulate the Load Shifting activity over the daytime is implemented. That algorithm is applied to different scenarios having considered the addition of several technical constraints on the end users’ devices. In such a way, more realistic demand-side management actions are implemented in order to assess the Flexibility Potential deriving from the loads shifting. Basically, by performing simulations it is possible to investigate how the household appliances real operating conditions can reduce the theoretical Flexibility Potential extent. Starting from a Flexibility Price-Market-based Strategy, this work simulates the shifting over the day and night-time of some flexible loads, i.e., the shiftable and the storable ones. Specifically, all instants where load curtailments and enhancements occur over the typical day, the flexibility strategy effectiveness in terms of percentage, the power and energy that are potentially flexible, are evaluated. All the simulations are performed only for residential consumers to evaluate the actual dwellings Flexibility Potential in the absence of any electrical storage and production systems. The outcomes of these simulations show an average Theoretical Flexibility reduction, which is calculated as the fraction of appliances’ cycles shifting over the total ones, equal to 53%, instead of 66%; in a single dwelling, a maximum variation equal to 29% has been registered. In the end, the monthly average shifted energy per dwellings decreases from 27 to 18 kWh, entailing 32.5% off.https://www.mdpi.com/1996-1073/14/11/3080residential usersdemand responseflexible loads shifting scenarios
collection DOAJ
language English
format Article
sources DOAJ
author Francesco Mancini
Jacopo Cimaglia
Gianluigi Lo Basso
Sabrina Romano
spellingShingle Francesco Mancini
Jacopo Cimaglia
Gianluigi Lo Basso
Sabrina Romano
Implementation and Simulation of Real Load Shifting Scenarios Based on a Flexibility Price Market Strategy—The Italian Residential Sector as a Case Study
Energies
residential users
demand response
flexible loads shifting scenarios
author_facet Francesco Mancini
Jacopo Cimaglia
Gianluigi Lo Basso
Sabrina Romano
author_sort Francesco Mancini
title Implementation and Simulation of Real Load Shifting Scenarios Based on a Flexibility Price Market Strategy—The Italian Residential Sector as a Case Study
title_short Implementation and Simulation of Real Load Shifting Scenarios Based on a Flexibility Price Market Strategy—The Italian Residential Sector as a Case Study
title_full Implementation and Simulation of Real Load Shifting Scenarios Based on a Flexibility Price Market Strategy—The Italian Residential Sector as a Case Study
title_fullStr Implementation and Simulation of Real Load Shifting Scenarios Based on a Flexibility Price Market Strategy—The Italian Residential Sector as a Case Study
title_full_unstemmed Implementation and Simulation of Real Load Shifting Scenarios Based on a Flexibility Price Market Strategy—The Italian Residential Sector as a Case Study
title_sort implementation and simulation of real load shifting scenarios based on a flexibility price market strategy—the italian residential sector as a case study
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2021-05-01
description This work aims to evaluate the Flexibility Potential that a residential household can effectively provide to the public grid for participating in a Demand Response activity. In detail, by using 14 dwellings electrical data collection, an algorithm to simulate the Load Shifting activity over the daytime is implemented. That algorithm is applied to different scenarios having considered the addition of several technical constraints on the end users’ devices. In such a way, more realistic demand-side management actions are implemented in order to assess the Flexibility Potential deriving from the loads shifting. Basically, by performing simulations it is possible to investigate how the household appliances real operating conditions can reduce the theoretical Flexibility Potential extent. Starting from a Flexibility Price-Market-based Strategy, this work simulates the shifting over the day and night-time of some flexible loads, i.e., the shiftable and the storable ones. Specifically, all instants where load curtailments and enhancements occur over the typical day, the flexibility strategy effectiveness in terms of percentage, the power and energy that are potentially flexible, are evaluated. All the simulations are performed only for residential consumers to evaluate the actual dwellings Flexibility Potential in the absence of any electrical storage and production systems. The outcomes of these simulations show an average Theoretical Flexibility reduction, which is calculated as the fraction of appliances’ cycles shifting over the total ones, equal to 53%, instead of 66%; in a single dwelling, a maximum variation equal to 29% has been registered. In the end, the monthly average shifted energy per dwellings decreases from 27 to 18 kWh, entailing 32.5% off.
topic residential users
demand response
flexible loads shifting scenarios
url https://www.mdpi.com/1996-1073/14/11/3080
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