Process Safety and Big Data

Erscheinungsjahr 2021
ISBN: 978-0-12-822066-5
Verlag: William Andrew Publishing

Buch, Englisch, 312 Seiten, Format (B × H): 152 mm x 229 mm, Gewicht: 520 g

Process Safety and Big Data discusses the principles of process safety and advanced information technologies. It explains how these principles are applied to the process industry and provides examples of applications in process safety control and decision support systems.This book helps to address problems that researchers face in industry that are the result of increased process complexity and that have an impact on safety issues. It shows ways to tackle these 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 control and management of process safety in industry. The book also considers indicators and criteria in effective safety decisions, and addresses the issue of how big data would provide support for improved, autonomous, data-driven decisions.

Autoren/Hrsg.

Valeev, Sagit

Kondratyeva, Natalya

Fachgebiete

• Technische Wissenschaften Technik Allgemein Technische Zuverlässigkeit, Sicherheitstechnik
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Big Data
• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Verfahrenstechnik, Chemieingenieurwesen

Inhaltsverzeichnis

1. Large Scale Infrastructures and Process Safety2. Risk and Process Safety Standards3. Measurements, Sensors and Large-Scale Infrastructures4. Databases and Big Data Technologies5. Simulation Technologies for Process Safety6. Big Data Analytics and Process safety7. Risk Control and Process Safety Management Systems

Über Autor(innen)

Kondratyeva, Natalya
Natalya Kondratyeva is an associate professor in the Department of Computer Science and Robotics at Ufa State Aviation Technical University, Russia. 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 coauthor of five books and textbooks in the field of simulation and control of complex technical objects. Her scientific interests relate to the fields of intelligent simulation of complex technical objects, hierarchical safety systems, reliability, and modern information technologies. Dr. Kondratyeva has received grants from the Russian Foundation for basic research in the field of intelligent control and safety of complex technical systems.

Valeev, Sagit
Sagit Valeev is a full professor in the Department of Computer Science and Robotics at Ufa State Aviation Technical University, Russia. He has 40 years of research and teaching experience in the fields of cyber-physical systems and information technologies. He is the author of more than 150 scientific papers and coauthor 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, and data acquisition systems. Prof. Valeev has received grants from the Russian Foundation for basic research in the field of intelligent control and safety of complex technical systems.