ASTM E3081-21 PDF
Standard Practice for Outlier Screening Using Process Compensated Resonance Testing via Swept Sine Input for Metallic and Non-Metallic Parts
Standard Practice for Outlier Screening Using Process Compensated Resonance Testing via Swept Sine Input for Metallic and Non-Metallic Parts
- Статус документа:
- Действующий
- Формат:
- Электронный (PDF)
- Количество страниц:
- 9
- Дата публикации:
- 1 июня 2021 г.
- Издание:
- E3081
- ICS:
- 17.160
SIGNIFICANCE AND USE 5.1 PCRT Applications and Capabilities—PCRT has been applied successfully to a wide range of outlier screening applications in the manufacture and maintenance of metallic and non-metallic parts. Examples of anomalies detected are discussed in 1.1. PCRT has been shown to provide cost effective and accurate outlier screening solutions in many industries including automotive, aerospace, and power generation. Examples of successful applications currently employed in commercial use include, but are not limited to: (1) Silicon nitride bearing elements, (2) Steel, iron, and aluminum rocker and control arms, (3) Aircraft and industrial gas turbine engine components (blades, vanes, disks), (4) Cast cylinder heads and cylinder blocks, (5) Sintered powder metal gears and clutch plates, (6) Machined forged steel steering and transmission components (gears, shafts, racks), (7) Ceramic oxygen sensors, (8) Silicon wafers, (9) Gears, including those with induction hardened or carburized teeth, (10) Ceramic matrix composite (CMC) material samples and components, (11) Components with shot peened surfaces, (12) Machined or rolled-formed steel fasteners, or both, (13) Components made with additive manufacturing, (14) Aircraft landing gear, wheel and brake components, and (15) Components made with metal injection molding. 5.2 General Approach and Equipment Requirements for PCRT via Swept Sine Input: 5.2.1 PCRT systems are comprised of hardware and software capable of inducing swept sine vibrations, recording the component response to the induced vibrations, and executing analysis of the data collected. Inputting a swept sine wave into the part has proven to be an effective means of introducing mechanical vibration and can be achieved with a high quality signal generator coupled with an appropriate active transducer in physical contact with the part. Collection of the part’s frequency response can be achieved by recording the signal generated by an a... SCOPE 1.1 This practice describes a general procedure for using the process compensated resonance testing (PCRT) via swept sine input method to perform outlier screening on populations of newly manufactured and in-service parts. PCRT excites the resonance frequencies of metallic and non-metallic test components using a swept sine wave input over a set frequency range. PCRT detects and analyzes component resonance frequency patterns and uses the differences in resonance patterns between acceptable and unacceptable components to perform non-destructive testing. PCRT frequency analysis compares the resonance pattern of a component to the patterns of known reference populations of the same component and renders a pass or fail result based on the similarity of the tested component to those populations. For non-destructive testing applications with known defects or material states of interest, or both, Practice E2534 covers the development and application of PCRT sorting modules that compare test components to known acceptable and unacceptable component populations. However, some applications do not have physical examples of components with known defects or material states. Other applications experience isolated component failures with unknown causes or causes that propagate from defects that are beyond the sensitivity of the current required inspections, or both. In these cases, PCRT is applied in an outlier screening mode that develops a sorting module using only a population of presumed acceptable production components, and then compares test components for similarity to that presumed acceptable population. The resonance differences can be used to distinguish acceptable components with normal process variation from outlier components that may have material states or defects, or both, that will cause performance deficiencies. These material states and defects include, but are not limited to, cracks, voids, porosity, shrink, inclus...
Abstract
Overview
ASTM E3081-21 is the international standard practice for Outlier Screening Using Process Compensated Resonance Testing (PCRT) via Swept Sine Input for both metallic and non-metallic parts. Developed by ASTM Committee E07 on Nondestructive Testing, this document specifies a procedure to perform nondestructive testing (NDT) of components in manufacturing and service environments, focusing on accurately identifying anomalous items through resonance frequency analysis.
PCRT is a comparison-based NDT method that analyzes the resonance patterns of parts excited with a swept sine input. By comparing the actual frequency response of a part to reference populations, PCRT distinguishes between acceptable process variation and structural or material outliers, thereby enabling effective quality control and defect detection.
Key Topics
- Resonance Testing with Swept Sine Input: PCRT utilizes swept sine vibration to excite parts and measure their natural resonance frequencies, which are highly sensitive to internal and structural defects.
- Outlier Detection: The method compares the measured resonance signature of a test part to a “teaching set” of known good parts, flagging outlier units that deviate beyond acceptable statistical limits.
- Nondestructive and Whole-Body Testing: PCRT efficiently detects cracks, voids, porosity, inclusions, heat treatment variation, dimensional anomalies, and other defects that affect performance, without damaging the part or requiring alteration.
- Adaptability: Applicable to a mix of metallic and non-metallic components, including those manufactured by additive, forging, casting, sintering, or machining processes.
- Statistical Analysis: Leverages advanced pattern recognition, Z-score analysis, and Mahalanobis-Taguchi methods to classify components with high sensitivity.
Applications
PCRT via ASTM E3081-21 is widely used across industries for both production quality assurance and maintenance inspection. The standard is especially valuable in environments where high reliability and structural integrity are critical. Key applications include:
- Automotive: Outlier screening for steel, iron, and aluminum rocker arms, control arms, sintered powder metal gears, clutch plates, machined fasteners, and components fabricated by metal injection molding.
- Aerospace & Power Generation: Inspection of aircraft and turbine engine components (blades, vanes, disks), landing gear, wheels, brake systems, and parts with shot-peened surfaces.
- Electronics and Ceramics: Quality control for silicon nitride bearing elements, silicon wafers, ceramic matrix composites, and oxygen sensors.
- Additive Manufacturing: Verification of parts with complex geometries and material properties, where conventional inspection may be challenging.
- General Industry: Assessment of cast cylinder heads/blocks and rolled-formed steel fasteners, ensuring homogeneous quality and performance.
PCRT supports both newly manufactured and in-service components, with procedures designed for initial screening or periodic health monitoring.
Related Standards
ASTM E3081-21 is often applied alongside other ASTM nondestructive testing standards for resonance and ultrasonic inspection:
- ASTM E1316: Terminology for Nondestructive Examinations, providing key definitions.
- ASTM E2001: Guide for Resonant Ultrasound Spectroscopy for Defect Detection in Both Metallic and Non-metallic Parts.
- ASTM E2534: Practice for Targeted Defect Detection Using PCRT via Swept Sine Input.
- ASTM E3213: Practice for Part-to-Itself Examination Using PCRT via Swept Sine Input.
These standards help build a comprehensive nondestructive testing program, supporting effective process monitoring, statistical quality control, and system health monitoring.
Keywords: nondestructive testing, process compensated resonance testing, PCRT, outlier screening, resonance inspection, swept sine input, defect detection, quality control, metallic and non-metallic parts, manufacturing, ASTM E3081-21.
Технические детали
- Технический комитет
- E07 - Nondestructive Testing
- SKU
- ASTM E3081-21
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