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博碩士論文 etd-0717112-153339 詳細資訊
Title page for etd-0717112-153339
論文名稱
Title
食品安全預警指標與量測誤差之研究--以三聚氰胺為例
A study of risk index and measurement uncertainty for food surveillance – A case of melamine incident
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
90
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2012-07-04
繳交日期
Date of Submission
2012-07-17
關鍵字
Keywords
食品安全、三聚氰胺、偵測極限、Turnbull 演算法、風險矩陣、風險評估
limit of detection, melamine, risk assessment, food safety, risk matrix, Turnbull estimator
統計
Statistics
本論文已被瀏覽 5760 次,被下載 1259
The thesis/dissertation has been browsed 5760 times, has been downloaded 1259 times.
中文摘要
2008年的三聚氰胺事件,為一全球性食品安全風險的重大案例,並引發各界對於其他潛在食品安全風險的廣泛關注。雖然有食品安全標準和相關法規的訂定,食品安全風險管理常見的問題是欠缺作為食品安全風險評估和優先控制的預警指標。
本研究一共提出三個演算法:
一、配適分佈與模擬演算法,估計在對數常態分佈下三聚氰胺左刪失數據濃度的參數。
二、風險指標演算法,在未考量檢驗不確定度下篩選含較高三聚氰胺濃度之食品類別。
三、誤判機率演算法,計算考量檢驗不確定度下食品類別含三聚氰胺但被評為合格的機率。
本研究從香港食物安全中心所公佈三聚氰胺檢測結果,進行了實證分析。並針對多個食品類別所估計之風險指標(RI)和消費者風險指標(CR)進行了比較與討論。同時根據RI和CR指標,提出了危機評估程序,以幫助決策者確定三聚氰胺問題上的危機評估與管理的優先次序。本研究所建立之風險矩陣與危機評估程序可應用於其他化學污染物問題,如塑化劑(鄰苯二甲酸酯鹽類),萊克多巴胺(培林)等。
Abstract
The melamine incident 2008 was a global food crisis and drew attentions to other potential food safety risks. Although there are regulations and standards for food safety, but one common problem in food risk management is that it lacks on hazard indicators - indicators in ranking of food risk and control.
The three algorithms developed in this article were:
1. A distribution fitting algorithm proposed to estimate population parameters for left-censored melamine data under log-normal assumption.
2. A risk index algorithm proposed to screen out food product categories with higher concentration without considering measurement uncertainty.
3. A misjudgment probability algorithm proposed to calculate the probability that food categories containing melamine more than legal limit but classified satisfactory under consideration of measurement uncertainty.
The test results on melamine collected from the website of the Centre for Food Safety of Hong Kong are empirically analyzed by the proposed algorithms. The risk index (RI) and the consumer’s risk (CR) of multiple food categories are discussed and compared in details. Based on risk index (RI) and consumer’s risk (CR), we build a risk assessment process to help assess melamine risk and make sample strategy in surveillance programme. The proposed risk assessment process can be applied to other chemical contaminant problems such as plasticizer (phthalate esters) and ractopamine (paylean), etc.
目次 Table of Contents
誌 謝 i
摘 要 ii
Abstract iii
Contents iv
List of Figures vi
List of Tables viii
Abbreviations used in the dissertation ix
CHAPTER 1 INTRODUCTION 1
1.1 Overview of the melamine incidents 1
1.2 Research motive 5
1.3 Research purpose 6
1.4 Research limit 7
CHAPTER 2 LITERATURE REVIEW 8
2.1 Risk management system 8
2.2 Risk assessment 9
2.3 Risk matrix 9
2.4 New Zealand’s food safety risk management framework 10
2.5 Melamine 10
2.6 Methods for the analysis of melamine 11
CHAPTER 3 RESEARCH DESIGN 14
3.1 Methodology 14
3.2 Research procedure 16
CHAPTER 4 DISTRIBUTION FITTING ALGORITHM 19
4.1 Distribution fitting algorithm 20
4.2 Empirical analysis 24
4.4 Parameter estimated using substitution method 29
4.5 Verification with different log transformation 31
4.6 Findings 32
CHAPTER 5 RISK INDEX ALGORITHM 33
5.1 Methodology 33
5.2 Empirical analysis 35
5.3 Findings 38
CHAPTER 6 MISJUDGEMENT PROBABILITY ALGORITHM 40
6.1 Methodology 43
6.2 Empirical analysis 47
6.3 Findings 52
CHAPTER 7 RISK ASSESSMENT PROCEDURE 54
7.1 Risk assessment procedure 54
7.2 Risk management for food surveillance procedure 59
CHAPTER 8 CONCLUSION 61
8.1 Review of research findings 61
8.2 Future works 63
REFFERENCES 64
APPENDIX A 68
APPENDIX B 72
APPENDIX C 76
SAS programs for analyses of melamine test data 76
SAS lifereg syntax with dataset and upper endpoint taken log 78
SAS lifereg syntax with dataset and upper endpoint taken natural log 79
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