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Fuzzy comprehensive evaluation method for safety risks of chemical hazardous substances in food

A technology of fuzzy comprehensive evaluation and safety risk, which is applied in the field of fuzzy comprehensive evaluation of safety risks of chemical hazards in food, can solve the problems of various types, the inability to objectively analyze the rationality and accuracy of data prediction models, and the cumbersome structure of evaluation indicators, etc., to achieve Guarantee scientific and objective results of calculation methods

Inactive Publication Date: 2020-07-28
NINGBO INST FOR FOOD CONTROL
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  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

The artificial neural network is an algorithm with nonlinear adaptive information processing capabilities. It obtains the implicit laws of the system through large sample training, so as to realize the state prediction based on the existing quantitative and qualitative knowledge, but it is this "black box" model , resulting in the inability to objectively analyze the rationality and accuracy of the data prediction model, which ultimately affects the credibility and availability of the prediction results
[0005] In addition, due to the many factors affecting food safety, in order to realize the comprehensiveness of risk evaluation in previous research reports, the structure of evaluation indicators is often cumbersome and various, such as food quality level, food consumption level, risk factor exposure level, food safety public opinion, etc. indicators, and food quality inspection is often just one of them

Method used

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  • Fuzzy comprehensive evaluation method for safety risks of chemical hazardous substances in food
  • Fuzzy comprehensive evaluation method for safety risks of chemical hazardous substances in food
  • Fuzzy comprehensive evaluation method for safety risks of chemical hazardous substances in food

Examples

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Effect test

Embodiment 1

[0110] Example 1: A fuzzy comprehensive evaluation method for the safety risk of chemical hazards in food

[0111] A fuzzy comprehensive evaluation method for the safety risk of chemical hazards in food based on entropy weight. This method is based on the big data of food inspection and detection. The implementation process is as follows: figure 1 Shown: Firstly, the food testing data is obtained, and the evaluation factor set and index system are established according to the purpose of risk evaluation, and the weight of each risk factor is determined by the improved entropy weight method; then, the risk level comment set is set and assigned, and the half-ladder distribution model is adopted Establish the membership function; then, calculate the membership degree of the detection value of the hazards in the food, construct the evaluation fuzzy subset, and use the weight-based matrix merging algorithm to calculate the comprehensive risk index of each layer of indicators step by ...

Embodiment 2

[0189] Example 2: A food safety risk assessment device

[0190] The device includes: a detection module, which is used to detect the content of each chemical hazard in the food, determine the evaluation value of each chemical hazard, and construct an evaluation factor set;

[0191] Calculation module: used to calculate the entropy weight of each chemical hazard, calculate the entropy weight of each chemical hazard according to the detection data and evaluation value of the content of each chemical hazard obtained by the detection module, and determine the multi-level risk factor weight;

[0192] Analysis module: used to calculate the comprehensive evaluation index FSI of chemical hazards in food, according to the entropy weight of each chemical hazard calculated by the calculation module, and then use the fuzzy comprehensive evaluation method to calculate the comprehensive evaluation of the safety risks of chemical hazards in food at all levels Index FSI, to determine the risk...

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Abstract

A first purpose of the present invention is to provide a fuzzy comprehensive evaluation method for safety risks of chemical hazards in a food. The method comprises the following steps: S1, detecting the content of each chemical hazardous substance in the food, determining the evaluation value of each chemical hazardous substance, and constructing an evaluation factor set; S2, establishing a comment set of fuzzy comprehensive evaluation: evaluating the food safety risk by taking the national limit standard MRL of food safety as an evaluation standard and adopting a zero / micro, low, medium, highand ultrahigh five-level scaling method; S3, taking the evaluation value of each chemical hazardous substance in step S1 as a calculation basis, and determining the weight of the multi-level risk factor by adopting an entropy algorithm, wherein the original detection data normalization method in the step S1 is revised by adopting a fixed coefficient method; and S4, calculating the safety risk comprehensive evaluation index FSI of the chemical hazard substances at all levels in the food by adopting a fuzzy comprehensive evaluation technology. The calculation method is objective and unified, and participation of subjective factors is effectively avoided.

Description

technical field [0001] The invention relates to a fuzzy comprehensive evaluation method for the safety risk of chemical hazards in food, belonging to the field of food safety. Background technique [0002] Since ancient times, "food is the paramount necessity of the people". With the continuous development of the modern social economy and the continuous improvement of the level of life science and technology, people's demand for food is no longer just satisfied with "sufficiency", nutrition, delicacy, health, and variety have become the gourmet pursuits of the public in today's society. , Safety is the most fundamental requirement for food quality, and it has "one-vote veto power" to measure the quality of food. "Food safety first", under the current market economy operation and management mode, scientifically carry out food quality supervision and sampling inspection and risk assessment, actively carry out risk communication, and actively, timely and comprehensively grasp ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q50/26
CPCG06Q10/06393G06Q50/26
Inventor 郑睿行邢家溧承海张书芬沈坚毛玲燕
Owner NINGBO INST FOR FOOD CONTROL
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