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RAM analysis on Power systems using Monte Carlo & Matlab

سرفصل های دوره

Reliability, Availability & Mantainability analysis on electrical power systems using Monte Carlo simulations and MATLAB


1 - Introduction
  • 1 - Course scope and objectives
  • 1 - matlab from absolute scratch to the top.zip
  • 1 - monte carlo simulations using matlab.zip

  • 2 - Basic concepts
  • 2 - Why Monte Carlo
  • 2 - Why-Monte-Carlo-Lecture-2.pdf
  • 3 - Mathematical concepts Probability density function PDF
  • 3 - PDF-2
  • 4 - Mathematical concepts CPF and ICPF
  • 4 - Mathematical-concepts-CPF-and-ICPF-Lecture-4.pdf
  • 5 - Practical examples Random sample generation through ICPFs
  • 6 - Mathematical concepts STD SEM and CI
  • 6 - Mathematical-concepts-STD-J-SEM-and-CI-Lecture-6.pdf
  • 7 - Practical examples Commands for acquiring STD SEM and CI
  • 7 - ci.zip
  • 8 - Reliability Availability and Mantainability definitions TTF TTR MTTF MTTR
  • 8 - Reliability-Availability-and-Mantainability-concepts-Lecture-7.pdf
  • 9 - Practical examples Adjusting a sample to a probability density function
  • 9 - fitmethis.zip
  • 9 - fitmethis file exchange matlab central francisco de castro 2022 fitmethis httpswwwmathworkscommatlabcentralfileexchange40167fitmethis matlab central file exchange recuperado september 22 2022.zip
  • 9 - plotfitdist.zip
  • 9 - samples.zip
  • 10 - Simulating an individual components on and off status switches over tmission 1
  • 10 - Simulating-an-individual-component-Lecture-10.pdf
  • 11 - Simulating an individual components on and off status switches over tmission 2
  • 12 - Creating our first Monte Carlo RAM analysis code for an individual component
  • 13 - How many simulations are enough
  • 14 - Exponential probability density function memoryless function
  • 14 - The-memoryless-function.pdf

  • 3 - How do systems fail
  • 15 - What is a reliability block diagram
  • 15 - What-is-a-Reliability-block-diagram-Lecture-15.pdf
  • 16 - Simulating series and parallel RBDs
  • 16 - What-is-a-Reliability-block-diagram-Lecture-15.pdf
  • 16 - parallel-status.zip
  • 16 - series-status.zip
  • 17 - Minimum cut sets applied to electrical power systems for RBD construction
  • 17 - Minimum-cut-sets-Lecture-17.pdf
  • 18 - The adjecency matrix of a graph
  • 18 - The-adjacency-matrix-of-a-graph-Lecture-17.pdf
  • 19 - Generating the adjacency matrix of a power system using Matlab
  • 20 - Practical case applying the adjacency matrix function to our big case of study
  • 20 - Resources-for-lesson-20.rar
  • 21 - Example of elaboration of an RBD for a power system
  • 21 - Resources.rar
  • 22 - How do systems fail and how to simulate this failings
  • 22 - How-do-systems-fail-Lecture-21.pdf

  • 4 - Building our Monte Carlo RAM analysis software
  • 23 - Resources-for-series-system-simulation-lesson.rar
  • 23 - Simulating a series system
  • 24 - Resources-for-parallel-system-simulation-lesson.rar
  • 24 - Simulating a parallel system
  • 25 - Making sure our Monte Carlo RAM Analysis software works
  • 25 - Making-sure-our-software-works-properly.rar
  • 26 - Finding the weak links within the RBD
  • 26 - Input.xlsx
  • 27 - 10-bus-system.zip
  • 27 - Final project of section 4 part I
  • 27 - times2fail.zip
  • 27 - times2repair.zip
  • 28 - Final project of section 4 part II
  • 28 - Input-3.xlsx
  • 28 - random-gen.rar

  • 5 - LOLP and LOLE
  • 29 - Loss of load probability Loss of load expectation and how to calculate them
  • 29 - Loss-of-load-expectation-and-Loss-of-load-probability.pdf
  • 30 - Applying LOLP and LOLE to build a deterministic MATLAB simulation
  • 30 - Loss-of-load-expectation-and-Loss-of-load-probability.pdf
  • 31 - Why Monte Carlo Part I
  • 32 - Why Monte Carlo Part II
  • 33 - Explaining a matlab function to calculate LOLE and LOLP
  • 33 - LOLE-and-LOLP-calculation-function.rar
  • 34 - Creating a Monte Carlo software to calculate LOLP and LOLE
  • 34 - Resources-for-lesson-34.rar
  • 35 - LOLE and LOLP as a function of the target load
  • 36 - Evolving LOLP and LOLE for a big generation system
  • 36 - input-file2.zip
  • 37 - Wrapping up LOLE and LOLP
  • 37 - monte-carlo-LOLE-and-LOLP-calculator-software.rar

  • 6 - Wrapping up all
  • 38 - Wrapping up all

  • 7 - Congratulations and course closing
  • 39 - bye bye
  • 40 - BONUS
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    تولید کننده:
    شناسه: 7699
    حجم: 1989 مگابایت
    مدت زمان: 277 دقیقه
    تاریخ انتشار: 13 اسفند 1401
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