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Reliability-Based Structural Design

Engineering Academy

Engineering Academy

Learn Without Limits: Free Engineering Courses

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Preview this course

Reliability-Based Structural Design

  • Trainers feedback

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    (6 reviews)

    Engineering Academy

    Engineering Academy

    Learn Without Limits: Free Engineering Courses

  • Course type

    Watch to learn anytime

  • Course duration

    1675 Min

  • Course start date & time

    Access anytime

  • Language

    English

Why enroll

This course is highly valuable for postgraduate students, researchers, and practicing structural engineers who want to move beyond conventional design methods. It helps learners understand uncertainties in loads, material properties, and modeling assumptions, enabling more rational and optimized structural designs. The knowledge gained is especially useful for advanced analysis, research, and the development of modern design codes and standards.

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Course content

The course is readily available, allowing learners to start and complete it at their own pace.

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Reliability-Based Structural Design

36 Lectures

1675 min

  • Lesson icon

    Lec 1: Introduction

    Preview icon

    Preview

    18 min

  • Lesson icon

    Lec 2: Random Variable

    34 min

  • Lesson icon

    Lec 3: Functions of Random Variables

    43 min

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    Lec 4: Joint Distributions

    56 min

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    Lec 5: Mt. Gen. Func. & CLT

    37 min

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    Lec 6: Theory of Estimation

    43 min

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    Lec 7: Goodness of Fit

    41 min

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    Lec 8: MVFOSM

    29 min

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    Lec 9: MVFOSM Contd.

    37 min

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    Lec 10: Hasofer-Lind Rel. Index

    40 min

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    Lec 11: Rackwitz's Algorithm Contd.

    46 min

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    Lec 12: HL-RF for Non-Normal Problems

    42 min

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    Lec 13: HL-RF for Correlated Problems

    43 min

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    Lec 14: FORM using MATLAB

    72 min

  • Lesson icon

    Lec 15: FORM using MATLAB Contd.

    65 min

  • Lesson icon

    Lec 16: FORM Using FEM

    29 min

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    Lec 17: Morgenstern Model

    40 min

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    Lec 18: Nataf Model

    26 min

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    Lec 19: Rosenblatt Transformation

    23 min

  • Lesson icon

    Lec 20: Brietung's Model

    42 min

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    Lec 21: Tvedt's Model

    40 min

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    Lec 22: Monte-Carlo Simulation

    75 min

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    Lec 23: Importance Sampling

    55 min

  • Lesson icon

    Lec 24: Least Square Curve Fitting

    58 min

  • Lesson icon

    Lec 25: Orthogonal Polinomials

    32 min

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    Lec 26: RSM

    82 min

  • Lesson icon

    Lec 27: Stochastic Response Surface Method

    64 min

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    Lec 28: Moving Least Square Method

    40 min

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    Lec 29: Adaptive–SRSM

    74 min

  • Lesson icon

    Lec 30: Partial Safety Factors

    46 min

  • Lesson icon

    Lec 31: Optimal Partial Safety Factors

    31 min

  • Lesson icon

    Lec 32: FORM - Revisited

    66 min

  • Lesson icon

    Lec 33: Subset Simulation

    42 min

  • Lesson icon

    Lec 34: Applications

    56 min

  • Lesson icon

    Lec 35: Applications Contd.

    59 min

  • Lesson icon

    Lec 36: Introduction to Stochastic FEM

    49 min

Course details

The Reliability-Based Structural Design course introduces probabilistic methods used to assess and design structures under uncertainty. Instead of relying solely on deterministic safety factors, the course focuses on reliability theory to quantify the probability of failure and ensure consistent levels of structural safety. It provides a modern approach to structural design aligned with performance-based and risk-informed engineering practices.

SOURCE-youtube [NPTEL IIT guwahati]

Course suitable for

  • Oil & Gas
  • Civil & Structural

Key topics covered

  1. Fundamentals of probability and statistics for structural engineering

  2. Sources of uncertainty in structural design

  3. Random variables and probability distributions

  4. Limit state functions and failure modes

  5. Reliability indices and probability of failure

  6. First-Order and Second-Order Reliability Methods (FORM/SORM)

  7. Monte Carlo simulation techniques

  8. Load and resistance factor calibration

  9. System reliability and redundancy

  10. Applications in structural and geotechnical design

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