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Process Safety and Big Data - 1st Edition - ISBN: 9780128220665

Process Safety and Big Data

1st Edition

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Authors: Sagit Valeev Natalya Kondratyeva
Paperback ISBN: 9780128220665
Imprint: Elsevier
Published Date: 1st March 2021
Page Count: 292
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Description

Process Safety and Big Data discusses the principles of process safety and advanced information technologies, explaining its application to the process industry and providing examples of applications in process safety control and decision support systems. The book helps address problems that researchers face as the result of increased process complexity. The book shows ways to tackle safety issues by implementing modern information technologies, such as big data analysis and artificial intelligence. It provides an integrated approach to modern information technologies used in the control and management of process safety in industry.

In addition, the book considers indicators and criteria in effective safety decision, helps  safety managers understand how to make effective safety decisions, addresses the issue of how big data provides support for (autonomous) improved data-driven decisions, and provides indicators and criteria for big data in process safety.

Key Features

  • Paves the way for the digital transformation of safety science and safety management
  • Takes a system approach to advanced information technologies used in process safety
  • Provides examples on how AI is applied in the contextualization of data streams that are monitored to improve safety performance
  • Applies big data technologies to process safety
  • Includes case studies at the end of the book

Readership

Researchers in academia in process safety

Table of Contents

1 Large Scale Infrastructures and Process Safety
2 Risk and Process Safety Standards
3 Measurements, Sensors and Large Scale Infrastructures
4 Databases and Big Data Technologies
5 Simulation Technologies for Process Safety
6 Big Data Analytics and Process safety
7 Risk Control and Process Safety Management Systems

Details

No. of pages:
292
Language:
English
Copyright:
© Elsevier 2021
Published:
1st March 2021
Imprint:
Elsevier
Paperback ISBN:
9780128220665

About the Authors

Sagit Valeev

Sagit Valeev is Professor with Ufa State Aviation Technical University. He has 40 years of research and teaching experience in the field of cyber-physical systems, information technologies. He is the author of more than 150 scientific papers and co-author of 10 books and textbooks in the field of intelligent control systems of complex technical objects. His scientific interests belong to the field of intelligent control of complex technical objects, hierarchical safety systems, neural networks, data acquisition systems. He has grants of the Russian Foundation for Basic Research in the field of intelligent control and safety of complex technical systems.

Affiliations and Expertise

Ufa State Aviation Technical University, Department of Computer Science and Robotics, Ufa, Russian Federation

Natalya Kondratyeva

Natalya Kondratyeva is Associate Professor with Ufa State Aviation Technical University. She has 20 years of experience in research and teaching in the field of complex technical systems and information technologies. She is the author of more than 60 scientific papers and co-author of 5 books and textbooks in the field of simulation and control of complex technical objects. Her scientific interests belong to the field of intelligent simulation of complex technical objects, hierarchical safety systems, reliability, and modern information technologies. She has grants of the Russian Foundation for Basic Research in the field of intelligent control and safety of complex technical systems.

Affiliations and Expertise

Ufa State Aviation Technical University, Department of Computer Science and Robotics, Ufa, Russian Federation

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