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New Approaches to Reliability Investigation of k-Out-of-n Models

  • Vladimir M. Vishnevsky,
  • Dharmaraja Selvamuthu,
  • Vladimir Rykov,
  • Dmitry V. Kozyrev,
  • Nika Ivanova,
  • Achyutha Krishnamoorthy

摘要

This chapter aims to demonstrate some new approaches to investigation of k-out-of-n models. Section 5.1 considers the capabilities of decomposable semi-regenerative processes. In Sects. 5.2 and 5.3, some simulation methods and machine learning techniques are considered to assess the probabilistic and time characteristics of the reliability of repairable and non-repairable k-out-of-n models. The material of this chapter is based on papers [43, 44, 120].