948
Views
66
CrossRef citations to date
0
Altmetric
ARTICLE

A New Importance Measure for Sensitivity Analysis

&
Pages 53-61 | Received 21 Nov 2008, Accepted 09 Sep 2009, Published online: 05 Jan 2012

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (5)

Asad Ullah Amin Shah, Junyung Kim, Robby Christian & Hyun Gook Kang. (2023) Sensitivity Analysis of Effectiveness of FLEX Strategies Using a CDF-Based Importance Measure Under Accident Conditions. Nuclear Science and Engineering 0:0, pages 1-12.
Read now
Chunyan Ling, Zhenzhou Lu, Wanying Yun & Suting Zhou. (2021) An efficient method for estimating fuzzy failure probability-based global fuzzy reliability sensitivity. Engineering Optimization 53:4, pages 576-593.
Read now
Sinan Xiao, Zhenzhou Lu & Liyang Xu. (2018) Global sensitivity analysis based on random variables with interval parameters by metamodel-based optimisation. International Journal of Systems Science: Operations & Logistics 5:3, pages 268-281.
Read now
Xinyang Wu, Xiaoyue Wu & Narayanaswamy Balakrishnan. (2018) Variance-based importance analysis measure for mission reliability of phased mission system. Journal of Statistical Computation and Simulation 88:5, pages 841-868.
Read now
Qiao Liu & Toshimitsu Homma. (2012) Sensitivity analysis of a passive decay heat removal system under a post-loss of coolant accident condition. Journal of Nuclear Science and Technology 49:9, pages 897-909.
Read now

Articles from other publishers (61)

Zhiqiang Wan. (2024) Global sensitivity evolution equation of the Fréchet-derivative-based global sensitivity analysis. Structural Safety 106, pages 102413.
Crossref
Da-Wei Jia & Zi-Yan Wu. (2023) An improved adaptive Kriging model for importance sampling reliability and reliability global sensitivity analysis. Structural Safety, pages 102427.
Crossref
Ha Bui, Tatsuya Sakurahara, Seyed Reihani, Ernie Kee & Zahra Mohaghegh. (2023) Probabilistic Validation: Theoretical Foundation and Methodological Platform. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering 9:2.
Crossref
Da-Wei Jia & Zi-Yan Wu. (2023) Reliability and global sensitivity analysis based on importance directional sampling and adaptive Kriging model. Structural and Multidisciplinary Optimization 66:6.
Crossref
Dong Li, Penghao Jiang, Chen Hu & Ting Yan. (2023) Comparison of local and global sensitivity analysis methods and application to thermal hydraulic phenomena. Progress in Nuclear Energy 158, pages 104612.
Crossref
Zhuangbo Chen & Zhenzhou Lu. (2023) Global Reliability Sensitivity of the Structure Under Fuzzy Uncertainty and Its Estimations. AIAA Journal 61:1, pages 416-428.
Crossref
Genyuan Li. (2022) Moment independent uncertainty importance measure for stochastic systems based on Gaussian process. Journal of Mathematical Chemistry 60:8, pages 1610-1631.
Crossref
Lukáš Novák. (2022) On distribution-based global sensitivity analysis by polynomial chaos expansion. Computers & Structures 267, pages 106808.
Crossref
Lu Wang, Xiaobo Zhang, Guijie Li & Zhenzhou Lu. (2021) Credibility distribution function based global and regional sensitivity analysis under fuzzy uncertainty. Engineering with Computers 38:S2, pages 1349-1362.
Crossref
John Barr & Herschel Rabitz. (2022) A Generalized Kernel Method for Global Sensitivity Analysis. SIAM/ASA Journal on Uncertainty Quantification 10:1, pages 27-54.
Crossref
Pengwen Sun, Yin Zhang, Lanting Zhang & Weifei Hu. (2022) Value range optimization of ply parameter for composite wind turbine blades based on sensitivity analysis. Journal of Mechanical Science and Technology 36:3, pages 1351-1361.
Crossref
Asad Ullah Amin Shah, Robby Christian, Junyung Kim, Jaewhan Kim, Jinkyun Park & Hyun Gook Kang. (2021) Dynamic Probabilistic Risk Assessment Based Response Surface Approach for FLEX and Accident Tolerant Fuels for Medium Break LOCA Spectrum. Energies 14:9, pages 2490.
Crossref
Shufang Song & Lu Wang. (2021) A Novel Global Sensitivity Measure Based on Probability Weighted Moments. Symmetry 13:1, pages 90.
Crossref
Jacob P. Gorton, Daniel Schappel, Andrew T. Nelson & Nicholas R. Brown. (2020) Impact of uranium oxide (UO2) fuel with molybdenum (Mo) inserts on pressurized water reactor performance and safety. Journal of Nuclear Materials 542, pages 152492.
Crossref
Xiaobo Zhang, Zhenzhou Lu, Lu Wang & Guijie Li. (2020) The importance measure of fuzzy input on failure credibility under the fuzzy uncertainty. Aerospace Science and Technology 107, pages 106320.
Crossref
Sinan Xiao, Sergey Oladyshkin & Wolfgang Nowak. (2020) Forward-reverse switch between density-based and regional sensitivity analysis. Applied Mathematical Modelling 84, pages 377-392.
Crossref
Luyi Li, Yushan Liu, Zhaoyin Shi & Pan Wang. (2020) Multivariate sensitivity analysis for dynamic models with both random and random process inputs. Applied Mathematical Modelling 81, pages 92-112.
Crossref
Qingwen Xiong, Junli Gou, Yan Wen & Jianqiang Shan. (2020) Global sensitivity analysis of LOFT large break loss of coolant accident with optimized moment-independent method. Annals of Nuclear Energy 139, pages 107289.
Crossref
Tatsuya Sakurahara, Seyed Reihani, Ernie Kee & Zahra Mohaghegh. (2019) Global importance measure methodology for integrated probabilistic risk assessment. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 234:2, pages 377-396.
Crossref
Xiaobo Zhang, Zhenzhou Lu, Wanying Yun, Kaixuan Feng & Yanping Wang. (2019) Line sampling-based local and global reliability sensitivity analysis. Structural and Multidisciplinary Optimization 61:1, pages 267-281.
Crossref
Xiaobo Zhang, Zhenzhou Lu, Kaixuan Feng & Chunyan Ling. (2019) Reliability Sensitivity Based on Profust Model: An Application to Aircraft Icing Analysis. AIAA Journal 57:12, pages 5390-5402.
Crossref
Tatsuya Sakurahara, Nicholas O'Shea, Wen-Chi Cheng, Sai Zhang, Seyed Reihani, Ernie Kee & Zahra Mohaghegh. (2019) Integrating renewal process modeling with Probabilistic Physics-of-Failure: Application to Loss of Coolant Accident (LOCA) frequency estimations in nuclear power plants. Reliability Engineering & System Safety 190, pages 106479.
Crossref
Wanying Yun, Zhenzhou Lu & Xian Jiang. (2019) An efficient method for moment-independent global sensitivity analysis by dimensional reduction technique and principle of maximum entropy. Reliability Engineering & System Safety 187, pages 174-182.
Crossref
Ha Bui, Tatsuya Sakurahara, Justin Pence, Seyed Reihani, Ernie Kee & Zahra Mohaghegh. (2019) An algorithm for enhancing spatiotemporal resolution of probabilistic risk assessment to address emergent safety concerns in nuclear power plants. Reliability Engineering & System Safety 185, pages 405-428.
Crossref
Tatsuya Sakurahara, Grant Schumock, Seyed Reihani, Ernie Kee & Zahra Mohaghegh. (2019) Simulation-Informed Probabilistic Methodology for Common Cause Failure Analysis. Reliability Engineering & System Safety 185, pages 84-99.
Crossref
Wenxuan Wang, Hangshan Gao & Changcong Zhou. (2018) Extending the global reliability sensitivity analysis to the systems under double-stochastic uncertainty. Advances in Structural Engineering 22:3, pages 626-640.
Crossref
Chunyan Ling, Zhenzhou Lu, Kaixuan Feng & Bo Sun. (2018) Efficient numerical simulation methods for estimating fuzzy failure probability based importance measure indices. Structural and Multidisciplinary Optimization 59:2, pages 577-593.
Crossref
Yanping Wang, Sinan Xiao & Zhenzhou Lu. (2019) An efficient method based on Bayes’ theorem to estimate the failure-probability-based sensitivity measure. Mechanical Systems and Signal Processing 115, pages 607-620.
Crossref
Sinan Xiao, Zhenzhou Lu & Pan Wang. (2018) Multivariate Global Sensitivity Analysis Based on Distance Components Decomposition. Risk Analysis 38:12, pages 2703-2721.
Crossref
Sinan Xiao & Zhenzhou Lu. (2018) Global sensitivity analysis based on Gini’s mean difference. Structural and Multidisciplinary Optimization 58:4, pages 1523-1535.
Crossref
Yanping Wang, Sinan Xiao & Zhenzhou Lu. (2018) A new efficient simulation method based on Bayes' theorem and importance sampling Markov chain simulation to estimate the failure-probability-based global sensitivity measure. Aerospace Science and Technology 79, pages 364-372.
Crossref
Justin Pence, Marzieh Abolhelm, Zahra Mohaghegh, Seyed Reihani, Mehmet Ertem & Ernie Kee. (2018) Methodology to evaluate the monetary benefit of Probabilistic Risk Assessment by modeling the net value of Risk-Informed Applications at nuclear power plants. Reliability Engineering & System Safety 175, pages 171-182.
Crossref
Sinan Xiao, Zhenzhou Lu & Pan Wang. (2018) Global sensitivity analysis based on distance correlation for structural systems with multivariate output. Engineering Structures 167, pages 74-83.
Crossref
Sinan Xiao, Zhenzhou Lu & Pan Wang. (2018) Multivariate global sensitivity analysis for dynamic models based on wavelet analysis. Reliability Engineering & System Safety 170, pages 20-30.
Crossref
Wanying Yun, Zhenzhou Lu, Xian Jiang & Leigang Zhang. (2018) Borgonovo moment independent global sensitivity analysis by Gaussian radial basis function meta-model. Applied Mathematical Modelling 54, pages 378-392.
Crossref
Tatsuya Sakurahara, Zahra Mohaghegh, Seyed Reihani, Ernie Kee, Mark Brandyberry & Shawn Rodgers. (2018) An integrated methodology for spatio-temporal incorporation of underlying failure mechanisms into fire probabilistic risk assessment of nuclear power plants. Reliability Engineering & System Safety 169, pages 242-257.
Crossref
Yi-Kuei Lin & Thi-Phuong Nguyen. (2018) Reliability evaluation of a multistate flight network under time and stopover constraints. Computers & Industrial Engineering 115, pages 620-630.
Crossref
Sinan Xiao, Zhenzhou Lu & Pan Wang. (2017) Multivariate global sensitivity analysis for dynamic models based on energy distance. Structural and Multidisciplinary Optimization 57:1, pages 279-291.
Crossref
Sinan Xiao & Zhenzhou Lu. (2017) Structural reliability sensitivity analysis based on classification of model output. Aerospace Science and Technology 71, pages 52-61.
Crossref
Wenxuan Wang, Hangshan Gao, Pengfei Wei & Changcong Zhou. (2017) Extending first-passage method to reliability sensitivity analysis of motion mechanisms. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability 231:5, pages 573-586.
Crossref
Alfredo López-Benito & Ricardo Bolado-Lavín. (2017) A case study on global sensitivity analysis with dependent inputs: The natural gas transmission model. Reliability Engineering & System Safety 165, pages 11-21.
Crossref
Felipe D. Sepúlveda, Freddy Lucay, Jorge F. González, Luis A. Cisternas & Edelmira D. Gálvez. (2017) A methodology for the conceptual design of flotation circuits by combining group contribution, local/global sensitivity analysis, and reverse simulation. International Journal of Mineral Processing 164, pages 56-66.
Crossref
Qiao Ge & Monica Menendez. (2017) Extending Morris method for qualitative global sensitivity analysis of models with dependent inputs. Reliability Engineering & System Safety 162, pages 28-39.
Crossref
Changcong ZHOU, Chenghu TANG, Fuchao LIU, Wenxuan WANG & Zhufeng YUE. (2017) Regional moment-independent sensitivity analysis with its applications in engineering. Chinese Journal of Aeronautics 30:3, pages 1031-1042.
Crossref
Sinan XiaoZhenzhou LuFeifei Qin. (2017) Estimation of the Generalized Sobol’s Sensitivity Index for Multivariate Output Model Using Unscented Transformation. Journal of Structural Engineering 143:5.
Crossref
Wanying Yun, Zhenzhou Lu, Kaichao Zhang & Xian Jiang. (2017) An efficient sampling method for variance-based sensitivity analysis. Structural Safety 65, pages 74-83.
Crossref
Mahmoud Awad. (2017) Analyzing sensitivity measures using moment-matching technique. Reliability Engineering & System Safety 159, pages 90-99.
Crossref
Wanying Yun, Zhenzhou Lu, Xian Jiang & Shiyu Liu. (2016) An efficient method for estimating global sensitivity indices. International Journal for Numerical Methods in Engineering 108:11, pages 1275-1289.
Crossref
Katerina Konakli & Bruno Sudret. (2016) Global sensitivity analysis using low-rank tensor approximations. Reliability Engineering & System Safety 156, pages 64-83.
Crossref
Emanuele Borgonovo & Elmar Plischke. (2016) Sensitivity analysis: A review of recent advances. European Journal of Operational Research 248:3, pages 869-887.
Crossref
Seyed Mohsen Hoseyni, Francesco Di Maio, Matteo Vagnoli, Enrico Zio & Mohammad Pourgol-Mohammad. (2015) A Bayesian ensemble of sensitivity measures for severe accident modeling. Nuclear Engineering and Design 295, pages 182-191.
Crossref
Changcong Zhou, Zhenzhou Lu & Wei Li. (2015) Sparse grid integration based solutions for moment-independent importance measures. Probabilistic Engineering Mechanics 39, pages 46-55.
Crossref
Leigang Zhang, Zhenzhou Lu, Lei Cheng & Chongqing Fan. (2014) A new method for evaluating Borgonovo moment-independent importance measure with its application in an aircraft structure. Reliability Engineering & System Safety 132, pages 163-175.
Crossref
Qingqing Zhai, Jun Yang, Min Xie & Yu Zhao. (2014) Generalized moment-independent importance measures based on Minkowski distance. European Journal of Operational Research 239:2, pages 449-455.
Crossref
Changcong Zhou, Zhenzhou Lu, Leigang Zhang & Jixiang Hu. (2014) Moment independent sensitivity analysis with correlations. Applied Mathematical Modelling 38:19-20, pages 4885-4896.
Crossref
Felipe D. Sepúlveda, Luis A. Cisternas & Edelmira D. Gálvez. (2014) The use of global sensitivity analysis for improving processes: Applications to mineral processing. Computers & Chemical Engineering 66, pages 221-232.
Crossref
Pengfei Wei, Zhenzhou Lu & Jingwen Song. (2014) Moment-Independent Sensitivity Analysis Using Copula. Risk Analysis 34:2, pages 210-222.
Crossref
Xiaopeng Luo, Zhenzhou Lu & Xin Xu. (2014) A fast computational method for moment-independent uncertainty importance measure. Computer Physics Communications 185:1, pages 19-27.
Crossref
Pengfei Wei, Zhenzhou Lu, Danqing Wu & Changcong Zhou. (2013) Moment-independent regional sensitivity analysis: Application to an environmental model. Environmental Modelling & Software 47, pages 55-63.
Crossref
Pengfei Wei, Zhenzhou Lu & Xiukai Yuan. (2013) Monte Carlo simulation for moment-independent sensitivity analysis. Reliability Engineering & System Safety 110, pages 60-67.
Crossref
Qiao Liu & Toshimitsu Homma. (2010) A Measure for Estimating the Effect of the Input Uncertainty on the Mean Value of the Model Output. Procedia - Social and Behavioral Sciences 2:6, pages 7702-7703.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.