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Interpretation of DTAS3D calculation results

2022-03-04View Original

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This post was last edited by yx5494 on 2022-3-4 at 11:57. DTAS3D uses the Monte Carlo principle to model products based on their tolerances and assembly relationships, then performs simulation calculations to determine whether the product design meets its key dimension requirements. It also predicts the product’s qualification rate and conducts root cause analysis. The results mainly consist of the following categories. 1. 1. Routine statistical parameters: such as maximum value, minimum value, mean, standard deviation, pass rate, kurtosis, skewness, etc. 2.2. Various parameters for fitting distributions: The type of distribution to be fitted; the software supports normal distribution, uniform distribution, gamma distribution, beta distribution, and other types. Various estimates under the fitted distribution, such as upper and lower quantiles, estimates of the upper and lower tolerance rates, etc. 3.3. Confidence intervals for various statistical parameters, etc. The true value of statistical parameters is difficult to obtain, such as the true value of the mean. But we can estimate the probability that the true value falls within a certain interval; this probability is commonly referred to as the confidence level, and this interval is known as the confidence interval. 4. 4. Transfer coefficients and contribution degrees, etc. The transfer coefficient represents the geometric influence factor, and is essentially an approximation of the derivative of a function at a certain point. Contribution degree is a comprehensive evaluation index that takes into account both the transfer coefficient and the tolerance value; for specific methods, reference can be made to calculation approaches for contribution degree such as the extreme value method and probability method. Based on these results, plan optimization and the like can be carried out. “Forward with determination, and innovate with courage! DTAS thanks every customer for their support. We will continue to innovate and develop efforts to achieve 100% customer satisfaction. Our company is a specialized high-tech firm dedicated to providing tolerance analysis for the product development process ; Adhering to the corporate philosophy of \"technology-driven and service-first,\" the company provides customers with advanced engineering application software and consulting services in a responsible manner. It helps clients make the most of these tools and optimize their work processes, assisting them in transforming high-tech solutions into a competitive advantage in the manufacturing industry.

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