Meaning
Tiny timing discrepancies accumulate in the clock circuits of distributed measurement systems due to thermal and oscillator fluctuations. This microsecond timing drift causes the timestamps of separate voltage and current channels to become misaligned over hours of continuous battery testing. The deviation is a hardware limitation and cannot be eliminated without active synchronization.
Accumulation Rate
Clocks that are left uncorrected will diverge linearly as the test duration increases. Even a high-quality clock can experience microsecond timing drift that reaches milliseconds of error after a full day of cycling. This rate depends heavily on the temperature stability of the test laboratory.
Data Degradation
Misaligned current and voltage readings lead to incorrect calculations of impedance and internal resistance during fast pulses. Because of microsecond timing drift, the calculated state-of-charge based on coulomb counting begins to diverge from the true value. This degradation makes the test data less reliable for modeling, which forces researchers to run trials again.
Equipment Standard
Sourcing specifications for laboratory cyclers often mandate the use of precision synchronization protocols to keep timing errors below the microsecond level. Equipment that limits microsecond timing drift reduces the need for post-processing software corrections. This capability is a differentiator for high-end test hardware.