Suboptimal synchronization between engines and compressors leads to excessive energy loss and mechanical strain. Resolving this misalignment maximizes system-wide fuel economy and operational stability.

Suboptimal power splitting between multiple energy sources leads to excessive fuel consumption and battery degradation. Improving distribution logic maximizes system-wide efficiency and extends component lifespan.

Inefficient power distribution between multiple energy sources leads to premature battery depletion and wasted fuel. Minimizing these losses extends vehicle range and operational lifespan.

Uncoordinated power draw and charging cycles across multiple sources lead to premature cell failure and capacity loss. Standardizing maintenance control prevents irreversible battery health decline.