Disclaimer: The tools and calculators on this site are built on standard engineering textbook principles and are meant for baseline estimation and educational use only. Always seek independent professional validation before taking anything into production. Epiphany Drives doesn't assume any liability for discrepancies, mechanical issues, or accidents resulting from the use of these tools.
Setting Global Parameters
Module 1: Gear Torque/Stress Scaler
Use this module to quickly scale loads or operational hours based on the Basquin equation.
Module 2: Damage Calculator for Duty Cycle
Calculate cumulative fatigue damage across complex, multi-state operations.
Module 3: Sequential Test Calculator
Determine the exact number of test hours required to prove out a design change or target a specific load level.
Module 4: Evaluate Comparative Duty Cycle Severity
Compare multiple duty cycles against a baseline.
Module 5: HALT Duty Cycle Generator
Condense multi-load case duty cycle into a single Equivalent Highly Accelerated Life Test (HALT).
Cumulative Damage
Components always operate under multiple loads over the period of their life span. Drivetrain systems, are subjected to multi-load case duty cycles that vary in torque, speed, and duration. To accurately predict the lifespan of these components, and optimal designs, engineers cannot rely on peak load analysis alone. Instead, we must quantify how each distinct operational state slowly consumes the fatigue life of the material.
This calculator is built upon the fundamental principles of cumulative fatigue analysis, utilizing industry-standard scaling to bridge the gap between complex field data and controlled laboratory testing.
The Palmgren-Miner Rule
At the core of our Duty Cycle and Damage modules is the Palmgren-Miner rule. The theorem posits that total fatigue life is exhausted when the sum of the fractional damage from individual stress cycles reaches unity.
While Miner's rule is a highly practical tool, it is important to note its engineering limitations. It assumes that damage accumulates linearly and ignores sequence effects—meaning it does not account for whether a massive shock load occurs at the very beginning of a component's life or near the end. Despite this, when combined with right material exponents, it remains the most robust method for comparative duty cycle severity and durability planning.
Load Scaling and Material Exponents (Basquin's Equation)
To accurately translate stresses across different lifespans or to compress field testing into Highly Accelerated Life Testing (HALT), this suite utilizes the Basquin relation. This method helps to predict how a change in load will proportionally affect the hours to failure.
The relationship is defined as:
N1 * S1^p = N2 * S2^p
Where "N" represents the number of cycles (or hours), "S" represents the applied stress or torque, and "p" is the material-specific exponent.
The exponent "p" is depends on both the failure mode (pitting vs. bending) and the cleanliness of the steel. Contact fatigue (pitting) occurs on the surface of gear flanks or bearing races and is highly sensitive to non-metallic inclusions in the steel. Therefore, moving from standard air-melted steel to vacuum-degassed steel alters the pitting exponent. Root bending fatigue, utilizes a lower exponent range.
By applying these exponents, the HALT Generator module can calculate the equivalent constant test rig load required to reproduce the damage that a component would experience over thousands of hours of variable field use.