統(tǒng)計(jì)應(yīng)用與質(zhì)量控制(參考版)
2025-02-08 22:17本頁(yè)面
【正文】 2/22/2023 43Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING第六部分 總結(jié)及完整的制造工廠應(yīng)用 案例解析2/22/2023 44Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING謝謝 !2/22/2023 45Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING謝謝觀看 /歡迎下載BY FAITH I MEAN A VISION OF GOOD ONE CHERISHES AND THE ENTHUSIASM THAT PUSHES ONE TO SEEK ITS FULFILLMENT REGARDLESS OF OBSTACLES. BY FAITH I BY FAITH。單個(gè)最小應(yīng)變量的因素設(shè)置。– 使用部分因子設(shè)計(jì)以減少實(shí)驗(yàn)的次數(shù)。– 數(shù)據(jù)的分布分析– Distribution ID Plot– Distribution Overview plot? 線圈壽命分析– Parametric Distribution analysis– Nonparametric distribution Analysis2/22/2023 40Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING? 2. 生命數(shù)據(jù)回歸– 研究失效時(shí)間與一個(gè)或多個(gè)自變量之間的關(guān)系– 加速老化試驗(yàn)– with life data – Worksheet Structure for Regression with life Data– Accelerated life Testing– Regression with life data? 3. PROBIT ANALYSIS– Probit Analysis2/22/2023 41Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING?五部分 試驗(yàn)設(shè)計(jì) (DOE)? 一般的統(tǒng)計(jì)方法主要是對(duì)已經(jīng)搜集來(lái)的數(shù)據(jù)資料進(jìn)行分析 ,對(duì)所關(guān)心的問(wèn)題做出盡可能精確的判斷 .? 試驗(yàn)設(shè)計(jì)則是研究如何合理有效地獲取試驗(yàn)統(tǒng)計(jì)資料的方法 ,主要內(nèi)容有? 試驗(yàn)的安排 ,數(shù)據(jù)的取得以及對(duì)試驗(yàn)資料的分析 .? 1. 因子設(shè)計(jì)– 確定完全因子設(shè)計(jì)樣本的大小。*確定變量對(duì)產(chǎn)品失效的概率的影響。*認(rèn)證系統(tǒng)的可靠性。 第三部分完2/22/2023 39Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING? 第四部分 可靠性和生存分析? *可靠性方法的定義、主要方法和使用策略，來(lái)分析數(shù)據(jù)。 例 :– Moving Range Chart– IMR Chart? Control Charts Using Subgroup bination– EWMA chart(指數(shù)加權(quán)移動(dòng)平均控制圖 ) Moving Average Chart– CUSUM chart 累積和圖 187。 例 :– R Chart– S Chart– Xbar and R chart187。– Letter Vlues– Median Polish– Resistant Smooth– Rootogram (基本莖葉圖 )2/22/2023 32Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING? 9. 權(quán)和樣本大小– *預(yù)期的和回顧的權(quán)的研究– 什么是權(quán) ,影響權(quán)的要素– zTEST AND Ttest– Tests of proportions– Oneway analysis of Variance– Two_Level Factorial and PlackettBurman Designs第二部分完2/22/2023 33Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING? 第三部分 質(zhì)量控制? 1. 質(zhì)量工具– RUN CHART? 例 :– PARETO CHART? 例 :– CAUSE AND EFFECT DIAGRAM? 例 :– MULTIVARI CHART? 例 :– Symmetry Plot(對(duì)稱圖 )2/22/2023 34Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING? 2. 測(cè)量系統(tǒng)分析 MSA– ? GAGE RR STUDY– 例 :(三個(gè)檢對(duì) 10個(gè)樣品的重復(fù)測(cè)量結(jié)果 )分析? GAGE RUN CHART– 例 :? GAGE LINEARITY AND ACCURACY STUDY(線性和精確度研究 )– 例 :Measurement System Variation Variation due to gage Variation due to operators Repeatability Reprodcucibility Operator Operator by Part2/22/2023 35Search for excellentMaking data analysis easierAlex TsaiTyco electronics/AMP ShundeMINITAB BASIC TRAINING? 3. 控制圖 (CONTROL CHART)? 控制圖使用的 ”20 字真經(jīng) :? 查找異因 ,采取措施 ,加以消除 ,不再出現(xiàn) ,納入標(biāo)準(zhǔn) .187。各組隨機(jī)變量中既可有定量隨機(jī)變量，也可有定性隨機(jī)變量 (分析時(shí)須 F6說(shuō)明為定性變量 )。 適用于處理有序 (等級(jí) )變量、不服從正態(tài)分布或方差不齊的定量變量? MannWHITNEY TEST (游程數(shù)檢驗(yàn) )? KruskalWallis? Mood’s median? Friendman2/22/2023 27Search for excellen
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