Intelligent Techniques for Cyber-Physical Systems

5 Data-Driven Risk Modelling of Cyber-Physical Systems

Shakeel Ahamad, Ratneshwer Gupta, and Mohammad Sajid

DOI: 10.1201/9781003438588-5

Contents

• 5.1 Introduction
• 5.2 Procedure for Risk Modelling
  • 5.2.1 Reinforcement Learning Technique
• 5.3 Case Study
• 5.4 Significance of the Approach
• 5.5 Issues in the Implementation of Reinforcement Learning in Risk Modelling
• 5.6 Summary of the Chapter
• References

5.1 Introduction

A computer system is extensively used in almost all business domains. The use of computer systems extends from the primary utility task to the advanced safety-critical Functionality. The domains where the system performs a safety-critical task are the nuclear power plant, Air control system, Surgical robotic devices, and mission-critical ...