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Guide to evaluation of laboratory research data uncertainty
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GB/Z 27429-2022
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Basic data | Standard ID | GB/Z 27429-2022 (GB/Z27429-2022) | | Description (Translated English) | Guide to evaluation of laboratory research data uncertainty | | Sector / Industry | National Standard | | Classification of Chinese Standard | A40 | | Classification of International Standard | 03.120.30 | | Word Count Estimation | 22,253 | | Date of Issue | 2022-10-14 | | Date of Implementation | 2022-10-12 | | Issuing agency(ies) | State Administration for Market Regulation, China National Standardization Administration |
GBZ27429-2022: Guide to evaluation of laboratory research data uncertainty---This is a DRAFT version for illustration, not a final translation. Full copy of true-PDF in English version (including equations, symbols, images, flow-chart, tables, and figures etc.) will be manually/carefully translated upon your order.
GB /Z 27429-2022
Guide to evaluation of laboratory research data uncertainty
ICS 03.120.30
CCS A40
National Standardization Guiding Technical Document of the People's Republic of China
Guidelines for Assessing Uncertainty in Laboratory Research Data
Published on 2022-10-12
2022-10-12 Implementation
State Administration for Market Regulation
Released by the National Standardization Administration
directory
Preface III
Introduction IV
1 Scope 1
2 Normative references 1
3 Terms and Definitions 1
4 symbol 4
5 Uncertainty in scientific data4
5.1 Overview of research data 4
5.2 Sources of Uncertainty in Scientific Data 4
6 Research data uncertainty assessment methods5
6.1 Applicable method selection 5
6.2 GUM Method 5
6.3 Monte Carlo method 7
6.4 Neural Network Methods 8
6.5 Bessel Method 9
6.6 Bayesian methods 10
6.7 Grey system approach 11
6.8 Fuzzy Mathematical Methods 11
6.9 Information entropy method 13
Appendix A (Informative) Symbols used in this document 14
Appendix B (informative) Symbols agreed in this document 15
Reference 16
foreword
This document is in accordance with the provisions of GB/T 1.1-2020 "Guidelines for Standardization Work Part 1.Structure and Drafting Rules of Standardization Documents"
drafted.
Please note that some content of this document may be patented. The issuing agency of this document assumes no responsibility for identifying patents.
This document is proposed and managed by the National Certification and Accreditation Standardization Technical Committee (SAC/TC261).
This document is drafted by. China National Accreditation Center for Conformity Assessment, University of Science and Technology Beijing, Beihang University, Hefei University of Technology,
China Jiliang University, Beijing Institute of Technology, Institute of Mathematics and Systems Science, Chinese Academy of Sciences, Zhonglu High-tech Traffic Inspection and Certification Co., Ltd.
company.
The main drafters of this document. Lv Jing, Zhang Lijun, Fu Huadong, Cheng Yinbao, Zhou Taogeng, Liu Wei, Zhang Haiyan, Xiong Shifeng, Cheng Zhenying, Wang Zhongyu,
Chen Xiaohuai, Guo Donghua.
Introduction
Scientific research data is widely used to characterize the laws of the objective world and production and life. Due to the uncertainty of the research object itself, human cognition
The scientific research data is uncertain due to the limitations of the measurement technology, the limitations of the means and so on. Therefore, only those who understand scientific data
Uncertainty characteristics and degrees can be used to make more accurate use of these data.
In the field of conformity assessment measurement, the measurement results are required to include information characterizing the dispersion of the results, i.e. measurement uncertainty, which has become a
consensus in the field. At present, the basic document for uncertainty assessment published by the state is GB/T 27418-2017 "Measurement uncertainty assessment and
Representation" and GB/T 27419-2018 "Measurement Uncertainty Evaluation and Representation Supplementary Document 1.Distribution Transfer Based on Monte Carlo Method"
"Broadcasting", expounds the measurement uncertainty and its evaluation principles in principle. Commonly used methods include bottom-up, top-down, and
The Carlo method.
Compared with conformity assessment measurement, scientific research involves a wider range of objects, methods, conditions, etc., and the degree of standardization is low.
Therefore, scientific research data has more complex sources of uncertainty, and it is difficult to solve various types of problems by applying existing methods in practical work.
Uncertainty assessment of scientific research data.
On the basis of classifying the characteristics of scientific research data, this document analyzes traceability data, massive data, multi-dimensional data, and repeatable test data.
Applicable methods for uncertainty assessment of data, small sample data, unknown distribution data, and qualitative data are described, including method selection, assessment
Process and application examples.
The evaluation of uncertainty is more complicated, and it is difficult to do an accurate evaluation. Measurement, observation and simulation are the main technical means of scientific research, standardization and
Quantification is an important way to ensure the quality of scientific research data.
Guidelines for Assessing Uncertainty in Laboratory Research Data
1 Scope
This document describes the applicable methods for the uncertainty assessment of scientific research data, and provides suggestions and application examples for method selection and assessment procedures.
This document applies to the assessment of uncertainty in data obtained directly or indirectly from research activities.
2 Normative references
The contents of the following documents constitute essential provisions of this document through normative references in the text. Among them, dated citations
documents, only the version corresponding to that date applies to this document; for undated references, the latest edition (including all amendments) applies to
this document.
JJF1001-2011 General Metrology Terms and Definitions
3 Terms and Definitions
The terms and definitions defined in JFF1001-2011 and the following terms and definitions apply to this document.
3.1
measurand to be measured
The quantity to be measured.
[Source. JJF1001-2011, 4.7]
3.2
measurement principle
A phenomenon used as a basis for measurement.
[Source. JJF1001-2011, 4.4]
3.3
measurementmethod
A general description of the logical arrangement given to the operations used in the measurement process.
[Source. JJF1001-2011, 4.5]
3.4
Standard material referencematerial; RM
standard sample
reference material
Substances of sufficiently homogeneous and stable specified properties whose properties have been demonstrated to be suitable for their intended use in measurement or in the examination of nominal properties.
[Source. JJF1001-2011, 8.14]
3.5
calibration
A set of operations under specified conditions, the first step of which is to determine the relationship between the magnitude provided by the measuring standard and the corresponding indication, the second step
It is to use this information to determine the relationship between the measurement results obtained from the indication value, where both the quantity provided by the measurement standard and the corresponding indication value have measurement uncertainty.
fixed.
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