A two-dimensional maintenance optimization framework balancing hazard risk and energy consumption rates

•Designing a maintenance policy for assets with increasing energy consumption;•Scheduling the operational age and consumption thresholds jointly to reduce risk;•Exploring the structural insights regarding the optimal maintenance decisions;•Demonstrating the superiority through experiments on high-voltage power cables.