Stochastic modeling reveals improved reliability in energy-efficient systems, suggesting new approaches for sustainable design.
In this work, we focus on stochastic modeling for sustainable systems and introduce the family of r -modified reliability systems. This new family generalizes classical reliability systems studied in the literature by considering the components in the system to exhibit a kind of dependence that relaxes the component operating requirements and provides energy and resource efficiency. From a theoretical viewpoint, such a dependence is modeled with the use of a modified binary sequence. We then derive the reliability of two members of the family, i.e., the r -modified- k -out-of- n : F system and the r -modified-consecutive- k -out-of- n : F system, under different assumptions on the component reliabilities by using a variety of approaches, including Markov chains, combinatorial methods, and simple probabilistic arguments. We finally give some examples of real-life systems wherein the developed models and results are applicable and present the corresponding numerical results.
No takes yet. Share an insight, caveat, or question.
Balakrishnan et al. (2025) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: