This cluster of papers focuses on advancements in transportation engineering and maintenance, with a particular emphasis on condition-based maintenance, energy policies, marine engine diagnostics, gas turbine blade assessment, semi-Markov modeling, intelligent transport systems, environmental impact analysis, and operational quality assessment. The research also delves into the application of big data analysis in optimizing transportation operations.