Performance measures for residential PV structural response to wind effects

This thesis applies structural reliability measures for the performance based design of residential PV system structures. These measures are intended to support designers in delivering systems with quantified and consistent reliability. Existing codified practices prescribe global factors (allowable...

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Main Author: Goodman, Joseph Neal
Other Authors: Augenbroe, Fried
Format: Others
Language:en_US
Published: Georgia Institute of Technology 2016
Subjects:
Online Access:http://hdl.handle.net/1853/54910
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spelling ndltd-GATECH-oai-smartech.gatech.edu-1853-549102016-06-15T03:39:06ZPerformance measures for residential PV structural response to wind effectsGoodman, Joseph NealSolar PVResidential PVPV structural performanceReliability performanceThis thesis applies structural reliability measures for the performance based design of residential PV system structures. These measures are intended to support designers in delivering systems with quantified and consistent reliability. Existing codified practices prescribe global factors (allowable stress design) and partial factors (load and resistance factor design) intended to provide an acceptable level of reliability as defined by historical practice. When applied to residential PV systems this prescriptive approach has two flaws, (1) calibration efforts needed to ensure consistency across structural system types have not kept up with the commercially available system types and (2) the actual expected reliability is not quantified and available to support decisions. The proposed reliability measures include probability of failure conditioned to wind speed in a fragility curve and the reliability index β, both of which are commonly used in performance based design. The approach is demonstrated through the application of the reliability measures to code compliant designs. Diverse system types are utilized to demonstrate how the existing code prescribed approach may lead to non-uniform structural performance. For each of the system types on which the reliability measures are demonstrated, a code compliant design is developed for three roof slopes, wind tunnel testing is conducted to provide an experimental measure of wind pressure coefficients, system specific fragility curves are generated to quantify the probability of failure conditioned to a set of wind speeds, and then, a site specific wind model is applied to produce a probability of failure and reliability index β. Through the performance based approach proposed in this thesis, two key outputs show non-uniform and unanticipated structural performance of PV systems designed according to the prescriptive code method. The two key outputs which illustrate this finding are fragility curves which illustrate the probability of failure over a range of wind speeds and reliability index, β values which couple the structural and wind distributions for a single measure of reliability.Georgia Institute of TechnologyAugenbroe, Fried2016-05-27T13:11:09Z2016-05-27T13:11:09Z2015-122016-05-27December 20152016-05-27T13:11:09ZDissertationapplication/pdfhttp://hdl.handle.net/1853/54910en_US
collection NDLTD
language en_US
format Others
sources NDLTD
topic Solar PV
Residential PV
PV structural performance
Reliability performance
spellingShingle Solar PV
Residential PV
PV structural performance
Reliability performance
Goodman, Joseph Neal
Performance measures for residential PV structural response to wind effects
description This thesis applies structural reliability measures for the performance based design of residential PV system structures. These measures are intended to support designers in delivering systems with quantified and consistent reliability. Existing codified practices prescribe global factors (allowable stress design) and partial factors (load and resistance factor design) intended to provide an acceptable level of reliability as defined by historical practice. When applied to residential PV systems this prescriptive approach has two flaws, (1) calibration efforts needed to ensure consistency across structural system types have not kept up with the commercially available system types and (2) the actual expected reliability is not quantified and available to support decisions. The proposed reliability measures include probability of failure conditioned to wind speed in a fragility curve and the reliability index β, both of which are commonly used in performance based design. The approach is demonstrated through the application of the reliability measures to code compliant designs. Diverse system types are utilized to demonstrate how the existing code prescribed approach may lead to non-uniform structural performance. For each of the system types on which the reliability measures are demonstrated, a code compliant design is developed for three roof slopes, wind tunnel testing is conducted to provide an experimental measure of wind pressure coefficients, system specific fragility curves are generated to quantify the probability of failure conditioned to a set of wind speeds, and then, a site specific wind model is applied to produce a probability of failure and reliability index β. Through the performance based approach proposed in this thesis, two key outputs show non-uniform and unanticipated structural performance of PV systems designed according to the prescriptive code method. The two key outputs which illustrate this finding are fragility curves which illustrate the probability of failure over a range of wind speeds and reliability index, β values which couple the structural and wind distributions for a single measure of reliability.
author2 Augenbroe, Fried
author_facet Augenbroe, Fried
Goodman, Joseph Neal
author Goodman, Joseph Neal
author_sort Goodman, Joseph Neal
title Performance measures for residential PV structural response to wind effects
title_short Performance measures for residential PV structural response to wind effects
title_full Performance measures for residential PV structural response to wind effects
title_fullStr Performance measures for residential PV structural response to wind effects
title_full_unstemmed Performance measures for residential PV structural response to wind effects
title_sort performance measures for residential pv structural response to wind effects
publisher Georgia Institute of Technology
publishDate 2016
url http://hdl.handle.net/1853/54910
work_keys_str_mv AT goodmanjosephneal performancemeasuresforresidentialpvstructuralresponsetowindeffects
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