A Novel Automatic Method for the Urban Canyon Parametrization Needed by Turbulence Numerical Simulations for Wind Energy Potential Assessment

The energy transition to more sustainable forms is currently ongoing worldwide, because of the environmental impacts produced by the non-renewable energy sources employed in the last decades. Among the main alternatives, wind plays a key role and, nowadays, innovative instruments, such as small-scal...

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Main Authors: Luca Salvadori, Annalisa Di Bernardino, Giorgio Querzoli, Simone Ferrari
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/16/4969
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spelling doaj-54a645d18a1644d3b08e224c4ae050b22021-08-26T13:42:57ZengMDPI AGEnergies1996-10732021-08-01144969496910.3390/en14164969A Novel Automatic Method for the Urban Canyon Parametrization Needed by Turbulence Numerical Simulations for Wind Energy Potential AssessmentLuca Salvadori0Annalisa Di Bernardino1Giorgio Querzoli2Simone Ferrari3Department of Civil-Environmental Engineering and Architecture (DICAAR), University of Cagliari, 09123 Cagliari, ItalyPhysics Department, Sapienza University, 00185 Rome, ItalyDepartment of Civil-Environmental Engineering and Architecture (DICAAR), University of Cagliari, 09123 Cagliari, ItalyDepartment of Civil-Environmental Engineering and Architecture (DICAAR), University of Cagliari, 09123 Cagliari, ItalyThe energy transition to more sustainable forms is currently ongoing worldwide, because of the environmental impacts produced by the non-renewable energy sources employed in the last decades. Among the main alternatives, wind plays a key role and, nowadays, innovative instruments, such as small-scale turbines allow for installation of wind turbines in urban areas. Their energy potential assessment requires high-accuracy simulations of the turbulent flows in the urban canopy layer, which, in turn, require detailed information about the geometrical properties of the basic element to classify urban surfaces, i.e., the urban canyon, often not available. In this work, we propose a novel automatic method, based on Voronoi graph, to univocally identify urban canyons and to extract their geometrical parameters from online available GIS (Geographic Information System) data, and test it on four European cities that differ in size, story and location. Results show the capability of the method to identify the single urban canyon and to properly extract its geometrical parameters, which tend to assume similar values for the largest cities. Moreover, we first attempt to propose and test some curves to generally describe the data probability distribution, which may be useful for turbulence simulations for urban wind energy assessment and planning. The best results are found for the canyon aspect ratio.https://www.mdpi.com/1996-1073/14/16/4969atmospheric turbulence simulationwind energyurban canyonurban morphometryVoronoi polygons
collection DOAJ
language English
format Article
sources DOAJ
author Luca Salvadori
Annalisa Di Bernardino
Giorgio Querzoli
Simone Ferrari
spellingShingle Luca Salvadori
Annalisa Di Bernardino
Giorgio Querzoli
Simone Ferrari
A Novel Automatic Method for the Urban Canyon Parametrization Needed by Turbulence Numerical Simulations for Wind Energy Potential Assessment
Energies
atmospheric turbulence simulation
wind energy
urban canyon
urban morphometry
Voronoi polygons
author_facet Luca Salvadori
Annalisa Di Bernardino
Giorgio Querzoli
Simone Ferrari
author_sort Luca Salvadori
title A Novel Automatic Method for the Urban Canyon Parametrization Needed by Turbulence Numerical Simulations for Wind Energy Potential Assessment
title_short A Novel Automatic Method for the Urban Canyon Parametrization Needed by Turbulence Numerical Simulations for Wind Energy Potential Assessment
title_full A Novel Automatic Method for the Urban Canyon Parametrization Needed by Turbulence Numerical Simulations for Wind Energy Potential Assessment
title_fullStr A Novel Automatic Method for the Urban Canyon Parametrization Needed by Turbulence Numerical Simulations for Wind Energy Potential Assessment
title_full_unstemmed A Novel Automatic Method for the Urban Canyon Parametrization Needed by Turbulence Numerical Simulations for Wind Energy Potential Assessment
title_sort novel automatic method for the urban canyon parametrization needed by turbulence numerical simulations for wind energy potential assessment
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2021-08-01
description The energy transition to more sustainable forms is currently ongoing worldwide, because of the environmental impacts produced by the non-renewable energy sources employed in the last decades. Among the main alternatives, wind plays a key role and, nowadays, innovative instruments, such as small-scale turbines allow for installation of wind turbines in urban areas. Their energy potential assessment requires high-accuracy simulations of the turbulent flows in the urban canopy layer, which, in turn, require detailed information about the geometrical properties of the basic element to classify urban surfaces, i.e., the urban canyon, often not available. In this work, we propose a novel automatic method, based on Voronoi graph, to univocally identify urban canyons and to extract their geometrical parameters from online available GIS (Geographic Information System) data, and test it on four European cities that differ in size, story and location. Results show the capability of the method to identify the single urban canyon and to properly extract its geometrical parameters, which tend to assume similar values for the largest cities. Moreover, we first attempt to propose and test some curves to generally describe the data probability distribution, which may be useful for turbulence simulations for urban wind energy assessment and planning. The best results are found for the canyon aspect ratio.
topic atmospheric turbulence simulation
wind energy
urban canyon
urban morphometry
Voronoi polygons
url https://www.mdpi.com/1996-1073/14/16/4969
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