Trianntafyllou J. Statistical Modeling of Reliability..Proc.2023

Textbook in PDF format

This reference text introduces advanced topics in the field of reliability engineering, introduces statistical modeling techniques, and probabilistic methods for diverse applications.It comprehensively covers important topics including consecutive-type reliability systems, coherent structures, multi-scale statistical modeling, the performance of reliability structures, big data analytics, prognostics, and health management. It covers real-life applications including optimization of telecommunication networks, complex infrared detecting systems, oil pipeline systems, and vacuum systems in accelerators or spacecraft relay stations. The text will serve as an ideal reference book for graduate students and academic researchers in the fields of industrial engineering, manufacturing science, mathematics, and statistics.
Recent Extensions of Signature Representations
Review of Some Shock Models in Reliability Systems
Goodness of Fit Exponentiality Test against Light and Heavy Tail Alternatives
Some Topics on Optimal Redundancy Allocation Problems in Coherent Systems
Unsupervised Learning for Large Scale Data: The ATHLOS Project
Monitoring Process Location and Dispersion Using the Double Moving Average Control Chart
On the Application of Fractal Interpolation Functions within the Reliability Engineering Framework
The EWMA Control Chart for Lifetime Monitoring with Failure censoring Reliability Tests and Replacement
On the Lifetime of Reliability Systems
A Technique for Identifying Groups of Fractional Factorial Designs with Similar Properties
Structured Matrix Factorization Approach for Image Deblurring
Reconfigurable Intelligent Surfaces for Exploitation of the Randomness of Wireless Environments
Degradation of Reliability of Digital Electronic Equipment Over Time and Redundant Hardware-based Solutions