%0 Journal Article %T A linear m %A Abdelmoumene Boulahia %A Mahmoud Boushaba %A Xian Zhao %A Xiaoyan Zhu %J Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability %@ 1748-0078 %D 2019 %R 10.1177/1748006X18776189 %X Consider non-homogeneous Markov-dependent components in an m-consecutive-k-out-of-n:F (G) system with sparse d , which consists of n linearly ordered components. Two failed components are consecutive with sparse d if and if there are at most d working components between the two failed components, and the m-consecutive-k-out-of-n:F system with sparse d fails if and if there exist at least m non-overlapping runs of k consecutive failed components with sparse d for 1 £¿ d £¿ n £¿ k . We use conditional probability generating function method to derive uniform closed-form formulas for system reliability, marginal reliability importance measure, and joint reliability importance measure for such the F system and the corresponding G system. We present numerical examples to demonstrate the use of the formulas. Along with the work in this article, we summarize the work on consecutive-k systems of Markov-dependent components in terms of system reliability, marginal reliability importance, and joint reliability importance %K Marginal reliability importance %K joint reliability importance %K linear m-consecutive-k-out-of-n system with sparse d %K non-homogeneous Markov-dependent components %K conditional probability generating function %U https://journals.sagepub.com/doi/full/10.1177/1748006X18776189