Oil and Gas Processing Equipment
eBook - ePub

Oil and Gas Processing Equipment

Risk Assessment with Bayesian Networks

G. Unnikrishnan

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  2. English
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eBook - ePub

Oil and Gas Processing Equipment

Risk Assessment with Bayesian Networks

G. Unnikrishnan

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«Çïtätïöñs ï»

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Oil and gas industries apply several techniques for assessing and mitigating the risks that are inherent in its operations. In this context, the application of Bayesian Networks (BNs) to risk assessment offers a different probabilistic version of causal reasoning. Introducing probabilistic nature of hazards, conditional probability and Bayesian thinking, it discusses how cause and effect of process hazards can be modelled using BNs and development of large BNs from basic building blocks. Focus is on development of BNs for typical equipment in industry including accident case studies and its usage along with other conventional risk assessment methods. Aimed at professionals in oil and gas industry, safety engineering, risk assessment, this book

  • Brings together basics of Bayesian theory, Bayesian Networks and applications of the same to process safety hazards and risk assessment in the oil and gas industry



  • Presents sequence of steps for setting up the model, populating the model with data and simulating the model for practical cases in a systematic manner



  • Includes a comprehensive list on sources of failure data and tips on modelling and simulation of large and complex networks



  • Presents modelling and simulation of loss of containment of actual equipment in oil and gas industry such as Separator, Storage tanks, Pipeline, Compressor and risk assessments



  • Discusses case studies to demonstrate the practicability of use of Bayesian Network in routine risk assessments



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CRC Press
«Ýéäř»
2020
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9781000174236
«Édïtïöñ É»
1
«Sübjéçt л
Technology & Engineering
«Töpïç»
Chemical & Biochemical Engineering

«Täblé öf çöñtéñts ç é»

  1. Cover
  2. Half Title
  3. Title Page
  4. Copyright Page
  5. Dedication
  6. Table of Contents
  7. Preface
  8. Author
  9. 1. Introduction
  10. 2. Bayes Theorem, Causality and Building Blocks for Bayesian Networks
  11. 3. Bayesian Network for Loss of Containment from Oil and Gas Separator
  12. 4. Bayesian Network for Loss of Containment from Hydrocarbon Pipeline
  13. 5. Bayesian Network for Loss of Containment from Hydrocarbon Storage Tank
  14. 6. The Jaipur Tank Farm Accident
  15. 7. Bayesian Network for Centrifugal Compressor Damage
  16. 8. Bayesian Network for Loss of Containment from a Centrifugal Pump
  17. 9. Other Related Topics
  18. References
  19. Index
«Çïtätïöñ stylés föř Oil and Gas Processing Equipment ö ř ç ñ»

APA 6 Citation

Unnikrishnan, G. (2020). Oil and Gas Processing Equipment (1st ed.). CRC Press. Retrieved from https://www.perlego.com/book/1658807/oil-and-gas-processing-equipment-pdf (Original work published 2020)

Chicago Citation

Unnikrishnan, G. (2020) 2020. Oil and Gas Processing Equipment. 1st ed. CRC Press. https://www.perlego.com/book/1658807/oil-and-gas-processing-equipment-pdf.

Harvard Citation

Unnikrishnan, G. (2020) Oil and Gas Processing Equipment. 1st edn. CRC Press. Available at: https://www.perlego.com/book/1658807/oil-and-gas-processing-equipment-pdf (Accessed: 25 September 2021).

MLA 7 Citation

Unnikrishnan, G. Oil and Gas Processing Equipment. 1st ed. CRC Press, 2020. Web. 25 Sept. 2021.