On the need to evaluate the probabilistic of fatigue life assessment of random strain loading considering load sequence effects

•Fatigue reliability assessment considering load sequence effect was proposed.•Effective-strain-damage model was used for fatigue life assessment.•Fatigue life data based on strain measurement was used for reliability analysis.•This approach considered uncertainties of fatigue life under random loading.•Appropriate probability distribution was determined to fit fatigue life data.