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Identifying parametric controls and dependencies in integrated assessment models using global sensitivity analysis

Martha P. Butler, Patrick M. Reed, Karen Fisher-Vanden, Klaus Keller, Thorsten Wagener
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/irxlz6wefjcmnddydjot2v3uii" style="color: black;">Environmental Modelling &amp; Software</a> </i> &nbsp;
In this study we subject the Dynamic Integrated model of Climate and Economy (DICE), an IAM of lower-bound complexity, to a comprehensive global sensitivity analysis using Sobol' variance decomposition  ...  Integrated assessment models for climate change (IAMs) couple representations of economic and natural systems to identify and evaluate strategies for managing the effects of global climate change.  ...  We use OAT sensitivity analysis 274 to replicate a first step in parametric sensitivity analysis documented in Nordhaus 275 (2008, Chapter 7), which seeks to identify the key DICE model parameters (the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.envsoft.2014.05.001">doi:10.1016/j.envsoft.2014.05.001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4e4rsvfrgray3ano3bwo5ie6yq">fatcat:4e4rsvfrgray3ano3bwo5ie6yq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812112959/http://www3.geosc.psu.edu/%7Ekzk10/Butler_ems_2013.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8d/f1/8df13db0a5725c3e7113350106a036d3db138ec0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.envsoft.2014.05.001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Understanding dynamics using sensitivity analysis: caveat and solution

Thanneer M Perumal, Rudiyanto Gunawan
<span title="">2011</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xua5vbjwszdirewaoqnikiu5zm" style="color: black;">BMC Systems Biology</a> </i> &nbsp;
Parametric sensitivity analysis (PSA) has become one of the most commonly used tools in computational systems biology, in which the sensitivity coefficients are used to study the parametric dependence  ...  The application of PSA to identify the controlling mechanism of dynamical behaviour can be misleading.  ...  Author details 1 Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore. 2 Institute for Chemical and Bioengineering, ETH Zurich, Switzerland.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1752-0509-5-41">doi:10.1186/1752-0509-5-41</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21406095">pmid:21406095</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3070647/">pmcid:PMC3070647</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e74tvnm3hzcebbuks4tepgau6u">fatcat:e74tvnm3hzcebbuks4tepgau6u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130123180351/http://www.biomedcentral.com:80/content/pdf/1752-0509-5-41.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e6/ac/e6ac40dceded708168a2139364f850d4b7fb91bd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1752-0509-5-41"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3070647" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

ViSA: A Parametric Design Modeling Method to Enhance Visual Sensitivity Control and Analysis

Halil Erhan, Nahal H. Salmasi, Rob Woodbury
<span title="">2010</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gbrqrueqrnagzb5wxhdwxuw2ue" style="color: black;">International Journal of Architectural Computing</a> </i> &nbsp;
In this study, we demonstrate ViSA, a Visual Sensitivity Analysis method that aims to make the effects of change within a parametric model controllable, measurable and apparent for designers.The approach  ...  aims to improve visually analyzing the sensitivity of a design model to planned parametric changes.The method proposes customizable control and visualization features in the model that are decoupled from  ...  Acknowledgments This work was partially supported by the NSERC Discovery Grants Program and Simon Fraser University.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1260/1478-0771.8.4.461">doi:10.1260/1478-0771.8.4.461</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fnz44hunavcihdclvvoum4lb6a">fatcat:fnz44hunavcihdclvvoum4lb6a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709155253/http://papers.cumincad.org/data/works/att/ijac20108404.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b8/d8/b8d89d045bfa2f08cb49239ed67025f4cf623776.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1260/1478-0771.8.4.461"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

lca_algebraic: a library bringing symbolic calculus to LCA for comprehensive sensitivity analysis

Raphaël Jolivet, Julie Clavreul, Raphaël Brière, Romain Besseau, Anne Prieur Vernat, Marie Sauze, Isabelle Blanc, Mélanie Douziech, Paula Pérez-López
<span title="2021-11-20">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oya2jjbvj5c5vhskjqohkkomuu" style="color: black;">The International Journal of Life Cycle Assessment</a> </i> &nbsp;
Purpose In this paper, we present new tools to ease the analysis of the effect of variability and uncertainty on life cycle assessment (LCA) results.  ...  This library, written in Python and based on the framework Brightway2 (Mutel in J Open Source Softw 2(12):236, 2017) provides functions to support sensitivity analysis by bringing symbolic calculus to  ...  Acknowledgements The protocol and library presented in paper were also used by partners from GEOENVI, for assessing the environmental impacts of heat production from geothermal systems, in the scope of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11367-021-01993-z">doi:10.1007/s11367-021-01993-z</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ums3ilgpfnbf7h2obfilzq47wm">fatcat:ums3ilgpfnbf7h2obfilzq47wm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220120050633/http://link.springer.com/content/pdf/10.1007/s11367-021-01993-z.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/52/ec/52ec413eb6f2b16faff4e79cd4be44163526d044.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11367-021-01993-z"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

AMIGO, a toolbox for advanced model identification in systems biology using global optimization

E. Balsa-Canto, J. R. Banga
<span title="2011-06-17">2011</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wmo54ba2jnemdingjj4fl3736a" style="color: black;">Bioinformatics</a> </i> &nbsp;
Motivation: Mathematical models of complex biological systems usually consist of sets of differential equations which depend on several parameters which are not accessible to experimentation.  ...  identifiability).  ...  Sánchez-Curto for his contributions to WEB and GUI implementation and M. Pérez-Rodríguez for the AMIGO logo design. Conflict of Interest: none declared.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/bioinformatics/btr370">doi:10.1093/bioinformatics/btr370</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21685047">pmid:21685047</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3150037/">pmcid:PMC3150037</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ctqfdbxxjvhalgznsdj3thamca">fatcat:ctqfdbxxjvhalgznsdj3thamca</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170815172335/http://digital.csic.es/bitstream/10261/39191/1/Evabalsa.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7e/2d/7e2dc3033f0ec5fade92eb22219df9aa0832f44d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/bioinformatics/btr370"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3150037" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Global Sensitivity Analysis for Repeated Measures Studies With Informative Dropout: A Fully Parametric Approach

Daniel Scharfstein, Aidan McDermott, William Olson, Frank Wiegand
<span title="2014-10-02">2014</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oi6epn64hzebdk5fzx3hxfcqyq" style="color: black;">Statistics in Biopharmaceutical Research</a> </i> &nbsp;
We present a global sensitivity analysis methodology for drawing inference about the mean at the final scheduled visit in a repeated measures study with informative drop-out.  ...  We identify strengths and weaknesses of these approaches and propose an alternative. We illustrate our approach via a comprehensive analysis of the RIS-INT-3 trial.  ...  Our Focus In this paper, we focus on global sensitivity analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/19466315.2014.966920">doi:10.1080/19466315.2014.966920</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r52tj7kb5zhktgcgd27vatqj4q">fatcat:r52tj7kb5zhktgcgd27vatqj4q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922001812/http://biosun01.biostat.jhsph.edu/~dscharf/missingdatamatters/panss_paper_sbr.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/00/4e/004e8b8aa0afc1d09ba2fa515ec12f84c2dffa31.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/19466315.2014.966920"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> tandfonline.com </button> </a>

A digital tool based on Genetic Algorithms and Limit Analysis for the seismic assessment of historic masonry buildings

Chiara Turco, Marco Francesco Funari, Saverio Spadea, Matteo Ciantia, Paulo B. Lourenço
<span title="">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s2j2i367knc3dkioj6akvwdmui" style="color: black;">Procedia Structural Integrity</a> </i> &nbsp;
A preliminary global analysis is performed using the commercial software ABAQUS CAE.  ...  The parametric modelling of the macro-blocks geometry allows exploring the domain of possible solutions using the upper bound method of limit analysis.  ...  In order to verify the influence of the friction coefficient and to investigate its sensitivity, a parametric analysis has been performed.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.prostr.2020.10.124">doi:10.1016/j.prostr.2020.10.124</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vggaez3h6rdxpb773m3udwbrq4">fatcat:vggaez3h6rdxpb773m3udwbrq4</a> </span>
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Identification of Dynamic Metabolic Flux Balance Models Based on Parametric Sensitivity Analysis

Ricardo Martinez Villegas, Hector Budman, Ali Elkamel
<span title="2017-02-20">2017</span> <i title="American Chemical Society (ACS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nzlai5ynpvgahnyzfost6xty5q" style="color: black;">Industrial &amp; Engineering Chemistry Research</a> </i> &nbsp;
The confidence intervals are often used to describe parametric uncertainty in robust control and robust optimization problems.  ...  This approach intends to show how to identify the model parameters of the dynamic model based on a parametric sensitivity analysis that explicitly accounts for correlations in the data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1021/acs.iecr.6b03331">doi:10.1021/acs.iecr.6b03331</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qeyd4zjspnasrigk5w2crypuae">fatcat:qeyd4zjspnasrigk5w2crypuae</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200309095901/https://uwspace.uwaterloo.ca/bitstream/handle/10012/10543/MartinezVillegas_Ricardo.pdf;jsessionid=1EBF49C07E646781D01DF46942E55C4F?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/af/b7/afb7ff21e563cf2d4706d9dc53a120e379a485cb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1021/acs.iecr.6b03331"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acs.org </button> </a>

Building simulations supporting decision making in early design – A review

Torben Østergård, Rasmus L. Jensen, Steffen E. Maagaard
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fxamqk7h2nb7fg4kid5of3rz4e" style="color: black;">Renewable &amp; Sustainable Energy Reviews</a> </i> &nbsp;
The early integration of simulation software faces several challenges, which include time-consuming modeling, rapid change of the design, conflicting requirements, input uncertainties, and large design  ...  To aid decision-making, building simulation is widely used in the late design stages, but its application is still limited in the early stages in which design decisions have a major impact on final building  ...  Acknowledgements Funding was provided by Innovation Fund Denmark and MOE A/S. The work was part of an industrial doctorate program with Aalborg University and consultancy company MOE A/S.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.rser.2016.03.045">doi:10.1016/j.rser.2016.03.045</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xph2tirkxraz3mucrbppjp6p7i">fatcat:xph2tirkxraz3mucrbppjp6p7i</a> </span>
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Model-based global sensitivity analysis as applied to identification of anti-cancer drug targets and biomarkers of drug resistance in the ErbB2/3 network

Galina Lebedeva, Anatoly Sorokin, Dana Faratian, Peter Mullen, Alexey Goltsov, Simon P. Langdon, David J. Harrison, Igor Goryanin
<span title="">2012</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/72ndtkpf2jab3jokpzuffoivl4" style="color: black;">European Journal of Pharmaceutical Sciences</a> </i> &nbsp;
This work has made use of the resources provided by the Edinburgh Compute and Data Facility (ECDF) (http://www.ecdf.ed.ac.uk/).  ...  Acknowledgements The Centre for Systems Biology at Edinburgh is a Centre for Integrative Systems Biology (CISB) funded by BBSRC and EPSRC, reference BB/D019621/1.  ...  used to assess the parametric sensitivity.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ejps.2011.10.026">doi:10.1016/j.ejps.2011.10.026</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/22085636">pmid:22085636</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3398788/">pmcid:PMC3398788</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jy3mkkm72vbyphvyrhqkcecypq">fatcat:jy3mkkm72vbyphvyrhqkcecypq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719235159/https://www.research.ed.ac.uk/portal/files/8562799/Model_based_global_sensitivity_analysis_as_applied_to_identification.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ba/25/ba25669786484bf91687f1e426fa0f8ad10cae6f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ejps.2011.10.026"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3398788" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Semiparametric regression models and sensitivity analysis of longitudinal data with non-random dropouts

David Todem, KyungMann Kim, Jason Fine, Limin Peng
<span title="">2010</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gcikvi7lpvcgdhf27ydpa73equ" style="color: black;">Statistica neerlandica (Print)</a> </i> &nbsp;
Concerns about model identifiability are addressed by fixing some model parameters to construct functional estimators that are used as the basis of a global sensitivity test for parameter contrasts.  ...  The proposed semiparametric and parametric models are made part of a sensitivity analysis to delineate the range of inferences consistent with observed data.  ...  This work was supported by the NCI/NIH K-award, 1K01 CA131259 and the Michigan State University Intramural Research Grant Program-IRGP.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1467-9574.2009.00435.x">doi:10.1111/j.1467-9574.2009.00435.x</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21258610">pmid:21258610</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3023945/">pmcid:PMC3023945</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4c6pjpvm6ng3fpcssv2zhuesqi">fatcat:4c6pjpvm6ng3fpcssv2zhuesqi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191020085137/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC3023945&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6d/e7/6de75018048bf8edf188a9714b95892847c2a16b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/j.1467-9574.2009.00435.x"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3023945" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Synthesis of integral quality index of parametric system state in conditions of situational uncertainty

Valeriy Skachkov, Victor Chepkyi, Sergey Volkov, Vladislav Pavlovich
<span title="2016-12-19">2016</span> <i title="Private Company Technology Center"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/l2suv73qxjf5jk3mi4shll66pm" style="color: black;">Eastern-European Journal of Enterprise Technologies</a> </i> &nbsp;
According to the basic assumptions of the theory of system analysis [5, 11, 13, 14] , an integrated or global (general) index and a criterion for assessing the quality of any technical system must be  ...  Synthesis of the integral quality index and the information entropy assessment of a system with a random parametric dimension 1.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15587/1729-4061.2016.85204">doi:10.15587/1729-4061.2016.85204</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i7bzleen7bh2fgcxzsgd2krq2q">fatcat:i7bzleen7bh2fgcxzsgd2krq2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170328033436/http://journals.uran.ua:80/eejet/article/download/85204/82319" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/83/73/83731b2500cb4172eeb5808a68429f2af20b8dda.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15587/1729-4061.2016.85204"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Impulse Parametric Sensitivity Analysis

Thanner M. Perumal, Rudiyanto Gunawan
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p3wtlm3j2fedxitkuu4bs3scau" style="color: black;">IFAC Proceedings Volumes</a> </i> &nbsp;
One of the most commonly used analyses is the classical parametric sensitivity analysis (PSA), which maps out the parametric dependence of system behavior.  ...  In this article, we present a novel sensitivity analysis, called impulse parametric sensitivity analyses (iPSA), which is based on impulse perturbations to model parameters.  ...  In most applications, consolidated sensitivity metrics, e.g. using integral or average of sensitivity magnitudes or using the Fisher Information Matrix (Chu, et al., 2007) , are used to indicate parametric  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20110828-6-it-1002.03771">doi:10.3182/20110828-6-it-1002.03771</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xyjbk4c7s5bjbe2wasfxkzje4i">fatcat:xyjbk4c7s5bjbe2wasfxkzje4i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200320234919/https://folk.ntnu.no/skoge/prost/proceedings/ifac11-proceedings/data/html/papers/3771.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/01/59/0159974726c1873699de8c0c024f7f227f5dc6cb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3182/20110828-6-it-1002.03771"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Assessing the applicability of uncertainty importance measures for power system studies

Robin Preece, Jovica Milanovic
<span title="">2017</span> <i title="IEEE"> 2017 IEEE Power &amp; Energy Society General Meeting </i> &nbsp;
Local and global sensitivity analysis techniques are described and evaluated within this paper, including non-parametric methods, variance-based approaches, and distribution-based techniques.  ...  Numerical experiments on dynamic models are used in order to assess the impact of uncertainties on the mitigation of system frequency excursions using single-site and distributed energy storage devices  ...  Non-parametric techniques The simplest global methods than can be used to assess uncertainty importance are based on input-output correlation and are referred to as non-parametric (as they do not compare  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pesgm.2017.8273981">doi:10.1109/pesgm.2017.8273981</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dxhzdkdgejbxvm7fxxqrhfoj7u">fatcat:dxhzdkdgejbxvm7fxxqrhfoj7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922120610/https://www.escholar.manchester.ac.uk/api/datastream?publicationPid=uk-ac-man-scw:266996&amp;datastreamId=POST-PEER-REVIEW-NON-PUBLISHERS.PDF" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/99/81/998196c4147fb77a30c184a67c1587e87a500210.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pesgm.2017.8273981"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Assessing the Applicability of Uncertainty Importance Measures for Power System Studies

Robin Preece, Jovica V. Milanovic
<span title="">2016</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gnhkf3aieraxhlw7vpy6whnksy" style="color: black;">IEEE Transactions on Power Systems</a> </i> &nbsp;
Local and global sensitivity analysis techniques are described and evaluated within this paper, including non-parametric methods, variance-based approaches, and distribution-based techniques.  ...  Numerical experiments on dynamic models are used in order to assess the impact of uncertainties on the mitigation of system frequency excursions using single-site and distributed energy storage devices  ...  Non-parametric techniques The simplest global methods than can be used to assess uncertainty importance are based on input-output correlation and are referred to as non-parametric (as they do not compare  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tpwrs.2015.2449082">doi:10.1109/tpwrs.2015.2449082</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ej242z3lozfzph7eto5huh4tqm">fatcat:ej242z3lozfzph7eto5huh4tqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922120610/https://www.escholar.manchester.ac.uk/api/datastream?publicationPid=uk-ac-man-scw:266996&amp;datastreamId=POST-PEER-REVIEW-NON-PUBLISHERS.PDF" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/99/81/998196c4147fb77a30c184a67c1587e87a500210.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tpwrs.2015.2449082"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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