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Kriging-assisted hybrid reliability design and optimization of offshore wind turbine support structure based on a portfolio allocation strategy
9 references·12 citing·36 second hop
Kriging-assisted hybrid reliability design and optimization of offshore wind turbine support structure based on a portfolio allocation strategy (2024)Kriging-assisted hybrid reliability desig…A novel hybrid adaptive Kriging and water cycle algorithm for reliability-based design and optimization strategy: Application in offshore wind turbine monopile (2023)A novel hybrid adaptive Krigi…A novel Kriging-model-assisted reliability-based multidisciplinary design optimization strategy and its application in the offshore wind turbine tower (2022)A novel Kriging-model-assiste…A Comparative Study of Metaheuristic Algorithms for Reliability-Based Design Optimization Problems (2020)A Comparative Study of Metahe…REIF: A novel active-learning function toward adaptive Kriging surrogate models for structural reliability analysis (2019)REIF: A novel active-learning…Adaptive surrogate model with active refinement combining Kriging and a trust region method (2017)Adaptive surrogate model with…LIF: A new Kriging based learning function and its application to structural reliability analysis (2016)LIF: A new Kriging based lear…A new learning function for Kriging and its applications to solve reliability problems in engineering (2015)A new learning function for K…AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation (2011)AK-MCS: An active learning re…Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008)Efficient Global Reliability …Reliability assessment of offshore wind turbine gears under multiple failure modes using deeply coupled adaptive Kriging based-generalized subset simulation (2025)Reliability assessment of off…Machine learning-based enhanced Monte Carlo simulation for low failure probability structural reliability analysis (2025)Machine learning-based enhanc…Collaborative moving regression-based surrogate modeling framework for structural low cycle fatigue life reliability assessment (2025)Collaborative moving regressi…Cascade sampling-driven block mapping for coupled reliability evaluation of turbine cooling systems (2025)Cascade sampling-driven block…ASVR-GPSO: a novel hybrid active support vector regression and global-best partial swarm optimization for structural reliability analysis (2025)ASVR-GPSO: a novel hybrid act…Accelerating subset simulation with surrogate model ensuring unbiased failure probability estimation (2025)Accelerating subset simulatio…A time-dependent reliability analysis method based on principal component analysis and an ensemble of surrogate models (2025)A time-dependent reliability …A hybrid single-loop approach combining the target beta-hypersphere sampling and active learning Kriging for reliability-based design optimization (2025)A hybrid single-loop approach…A dependence assessment method based on quantum model of mass function in human reliability analysis (2025)A dependence assessment metho…Hybrid adaptive moment estimation based performance measure approach for complex reliability-based design optimization (2024)Hybrid adaptive moment estima…A novel weight index-based uniform partition technique of multi-dimensional probability space for structural uncertainty quantification (2024)A novel weight index-based un…A decoupled method for time-dependent reliability-based design optimization (2024)A decoupled method for time-d…Structural reliability under combined random load sequences (1978)Stochastic Finite Elements: A Spectral Approach (1991)Estimation of small failure probabilities in high dimensions by subset simulation (2001)Adaptive approaches in metamodel-based reliability analysis: A review (2020)Machine learning-based methods in structural reliability analysis: A review (2021)Active learning for structural reliability: Survey, general framework and benchmark (2022)Structural Reliability Methods (1996)Kriging metamodeling in simulation: A review (2007)A combined Importance Sampling and Kriging reliability method for small failure probabilities with time-demanding numerical models (2012)Metamodel-based importance sampling for structural reliability analysis (2013)Designs for Computer Experiments (1989)Probability, reliability and statistical methods in engineering design (1999)DAKOTA : a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. 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this work references cited by second hop

References

  • 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation2,048 cited
  • 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions1,141 cited
  • 2016LIF: A new Kriging based learning function and its application to structural reliability analysis444 cited
  • 2015A new learning function for Kriging and its applications to solve reliability problems in engineering400 cited
  • 2019REIF: A novel active-learning function toward adaptive Kriging surrogate models for structural reliability analysis297 cited
  • 2022A novel Kriging-model-assisted reliability-based multidisciplinary design optimization strategy and its application in the offshore wind turbine tower219 cited
  • 2023A novel hybrid adaptive Kriging and water cycle algorithm for reliability-based design and optimization strategy: Application in offshore wind turbine monopile205 cited
  • 2020A Comparative Study of Metaheuristic Algorithms for Reliability-Based Design Optimization Problems200 cited
  • 2017Adaptive surrogate model with active refinement combining Kriging and a trust region method197 cited

Cited by

  • 2025Cascade sampling-driven block mapping for coupled reliability evaluation of turbine cooling systems53 cited
  • 2024A decoupled method for time-dependent reliability-based design optimization32 cited
  • 2025ASVR-GPSO: a novel hybrid active support vector regression and global-best partial swarm optimization for structural reliability analysis26 cited

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  • 2025A hybrid single-loop approach combining the target beta-hypersphere sampling and active learning Kriging for reliability-based design optimization22 cited
  • 2025A dependence assessment method based on quantum model of mass function in human reliability analysis17 cited
  • 2025Machine learning-based enhanced Monte Carlo simulation for low failure probability structural reliability analysis15 cited
  • 2024Hybrid adaptive moment estimation based performance measure approach for complex reliability-based design optimization15 cited
  • 2024A novel weight index-based uniform partition technique of multi-dimensional probability space for structural uncertainty quantification10 cited
  • 2025Collaborative moving regression-based surrogate modeling framework for structural low cycle fatigue life reliability assessment9 cited
  • 2025Reliability assessment of offshore wind turbine gears under multiple failure modes using deeply coupled adaptive Kriging based-generalized subset simulation8 cited
  • 2025Accelerating subset simulation with surrogate model ensuring unbiased failure probability estimation8 cited
  • 2025A time-dependent reliability analysis method based on principal component analysis and an ensemble of surrogate models7 cited