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目录1102-01 测量系统分析计划表1102-02 量具极差法分析表1102-03 量具重复性和再现性X&R分析数据表 1102-04 量具重复性和再现性X&R分析报告 1102-05 量具稳定性分析报告1102-06 量具偏倚分析报告1102-07 量具线性分析报告1102-08 计数型量具小样法分析报告2009年度M2变速器总成测量系统分析计划表-序号量具名称编号分析内容分析人员计划日期完成日期结果备注12345制定/日期：审核/日期：批准/日期：量具极差法分析表量具名称/编号：评价人A：评价人B：评价日期：产品名称：特性名称/要求：日期：编号：量具重复性和再现性X&R分析数据表编号：量具重复性和再现性X&R分析报告量具名称量具编号工件名称工件规格检测参数评价人A 评价人B 评价人C分析人员/日期编号：量具偏倚分析报告量具名称/编号：产品名称：产品特性/规格：评价人/日期：基准值次数12345678910平均读数偏倚=观察平均值-基准值=过程变差= （可用规格公差代替）偏倚%=偏倚/过程变差 100%=分析结论：特殊特性的系统偏倚%≤10%：接受。
一般特性的系统偏倚%≤30%：接受。
偏倚%>30%:不能接受：分析人员/日期：量具线性分析报告编号：量具名称/编号：产品名称：产品特性/规格：评价人/日期：产品编号12345基准值 x123试4验5次6数789101112平均值偏倚 y极差（y = b + ax）a= b=线性%=|a| 100%= %分析结论：特殊特性的系统，线性%≤5%：接受。
一般特性的系统，线性%≤10%：接受。
线性%> 10% ：不能接受。
分析人员/日期：编号：计数型量具小样法分析报告量具名称/编号：产品名称：产品特性/规格：评价人A：评价人B：评价日期：产评价人A评价人B品12121234567891011121314151617181920满足限值填“Y” ，不满足限值填“N”。
测量系统分析作业指导书（IATF16949 -2016）1、目的:通用应用适当的统计技术，对评价产品的测量系统进行分析，确保其能够对产品进行有效测量并提供质量保证。
2、适用范围:适用于汽车类产品控制计划中使用的检验量具、仪器。
3、职责:品管部：需要时拟定汽车类产品的测量系统分析计划并执行。
各部门：协助品管部搜集MSA数据，且MSA分析结果为不可接受时进行改善。
4、定义:4.1测量系统(Measurement system)：用来对被测特性赋值的操作、程序、量具、设备、软件以及操作人员的集合，用来获得测量结果的整个过程。
4.2偏倚(Bias):指测量结果的观测平均值与基准值的差值。
4.3稳定性(Stability):指测量系统在某持续时间内测量同一基准或零件的单一特性时获得的测量平均值总变差,即偏倚随时间的变化。
4.4重复性（Repeatability）：是指由同一位评价人,采用同一量具,多次测量同一产品的同一质量特性时获得的测量值的变差。
4.5再现性 (Reproducibility) :是指由不同评价人用同一量具，多次测量同一产品的同一质量特性时获得的测量平均值的变差。
4.6分辨力（Resolution）:测量系统检出并如实指示被测特性中极小变化的能力。
4.7线性（Linearity）：量具在预期工作范围内，偏移值的差值。
4.8盲测:指在实际测量环境中,操作者事先不知正在对该测量系统进行评价，也不知道所测为哪一只产品的条件下所获得的测量结果。
4.9计量型测量系统：测量系统的测量结果可用具体的连续的数值来表述,这样的测量系统称之为计量型测量系统；4.10计数型测量系统：测量系统的测量结果与某些指定限值相比较，如果满足限值则接受该零件否则拒收。
如用通过或不能通过塞规的方式来描述一只钢管直径尺寸,这样的测量系统称之为计数型测量系统。
5、作业内容：5.1测量系统分析条件：5.1.1测量作业必须标准化;5.1.2评价人必须是从日常熟练操作该仪器的人中挑选;5.1.3测量仪器必须是处于校验合格状态;5.1.4质量特性测量值可重复。
1、2、3、4、5、线性GRR计数型Kappa分析MSA测量系统分析全套表格模板稳定性偏倚Excel原件可在本文档左侧回形针处取出再现性Kappa=(Po-Pe)/(1-Pe)A*参考 交叉表A01总计Po:0.95Pe:0.51B*参考 交叉表B01总计Po:0.97Pe:0.51C*参考 交叉表C01总计Po:0.96Pe:0.5130期望的数量26.4636.5463数量38487期望的数量数量60363一致性好6666Kappa 一致性好判定误发期望的数量638728 4.76%可接受2.30%可接受 4.76%可接受3.45%可接受可接受5.75%可接受01参考总计62063871501C0.90有效性判定重复性检查总数匹配数漏发A A B 评价人评价人%B 93.33%可接受判 定判定0.9383.33%2530 3.17%36.5450.4687数量638715090.00%可接受0.92A C 一致性好150期望的数量B 期望的数量36.9651.0488数量6387150期望的数量26.0435.9662数量38588期望的数量6387数量60248.7284150数量6387150期望的数量35.28数量28284总计01Kappa 判 定A*B 0.89一致性好C 3027A*C 0.93一致性好参考B*C 参考总计可接受期望的数量27.7238.280.90一致性好数量615Page 11 of 11。
Instructions for the Measurement Systems Analysis Form测量系统分析表填写指导1. Please fill in the Vehicle Line, Model Year, Project Name, Customer, your name, and the Advanced Quality Manager/Director1.请填入生产线,车型年,项目名称,客户,你的姓名和先期质量经理/总监的姓名2. The first four columns contain information that is applicable for the PLUS Phase 2 Exit Review. The other columns contain informationthat will be added as the SDT goes through Phases 3 and 4.2.前面4栏的信息适用于PLUS阶段2 退出评审,其他栏的信息在阶段3 和阶段4作为SDT增加进来3. In the Product/process characteristic being measured column please list all the product/processcharacteristics for all measurement devices found in the Evaluation Measurement Technique column of thecontrol plan. This includes all go/no-go devices..3.在产品/过程被测量特性栏内请列出所有在控制计划测量评估技术栏中所涉及的测量设计产品/过程特性。
4. In the Product/Process Specification and Tolerance column in the appropriate units column add the characteristic that isbeing measured along with the tolerance that goes along with it. These should be obtained from the Product Engineer.4.在带适当单位的产品/过程尺寸和公差栏内增加带公差的尺寸,该尺寸需从产品工程师处获得5. In the Gage Type column indicate whether the feature will be evaluated using an attribute or variable gage.5.在量具型号栏内标明特性值是用计数型量具或是计量型量具测量6. In the measuring device column describe the measuring instrument that is being using if you have a variable gage. These include items likea dial indicator gage or calipers. During the gage selection process, the ability of the measuring device to deliver an appropriate Bias,Linearity and Stability result should be considered.6.如果用的是计量型量具,在测量工具栏内标明测量工具.这里包括的量具,例如刻度指示量具或卡尺.在选择量具时,需考虑测量工具的偏差,线性度7. In the Repeatability/Reproducibility Column please indicate the values that were obtained for each gage. For variable gages anything under 10%is considered acceptable, between 10% and 30% may be acceptable depending on the particular feature/gage and anything over 30% requires a corrective action by the team.7.在重复性/再现性栏内请写入每一个量具的计算值.对于计量型量具,量具的变量范围在10%以内是可接受的,在10%到30%的范围内需根据特殊特若超过30%需采取纠正措施8. In the Acceptable Result column please list either yes or no depending of the results obtained and the guidelines described above.8.参照上面提到的接收准则根据测量结果在结果可接收栏内列出是或否9. In the Action Plan for Correction Column an action plan needs to be listed for any unacceptable Gage Repeatability/Reproducibility result.9.在纠正措施计划栏内需对不可接收的量具重复性/再现性结果列出措施计划10. In the RYG column, using the guidelines at the bottom of the form, please rate each of the gages.10.在RYG栏内,根据表底部的指导方针对每一个量具评定红黄绿状态11. In the Who and When columns please list who is responsible for the corrective action and when it will be completed.11.在WHO和WHEN栏内列出纠正措施的责任人和完成日期ector's name.PLUS Phase 2 Exit Review. The other columns contain informationse include items likeer an appropriate Bias,具,例如刻度指示量具或卡尺.在选择量具时,需考虑测量工具的偏差,线性度和稳定性ges anything under 10%and anything over 30%量具的变量范围在10%以内是可接受的,在10%到30%的范围内需根据特殊特性/量具的要求判定是否可接受,bed above.roducibility result.。
请指定下列参数以完成表格参数是试验次数必需是 2 或 33OK 操作者数必需是 2 或 33OK 零件数量2 到 10之间的任何数10OK'01 PSW '01 PSW '01 PSW'!A21'01 PSW'!A54'01 PSW'!H54产品名称/编号:rgegsgt 测试仪器编号：工厂:测量特性:长度夹具名称： 使用部门:A:0.2单位夹具编号： 研究人:B:总变差 (TV):0.2工序：日期:C:评价人P ART结果试验 #12345678910平均值A-1A174.5174.6374.6674.6074.5474.4074.6574.4374.4174.6174.54400A-2274.5074.6274.6674.6074.5474.4174.6674.4374.4274.6174.54500A-3374.5174.6374.6674.6074.5474.4074.6574.4374.4174.6174.54400平均值74.5066774.6266774.6674.674.5474.4033374.6533374.4374.4133374.6174.54433极差0.010.010.00.00.00.010.010.00.010.00.00500B-1B174.5174.6374.6674.6074.5474.4074.6574.4374.4174.6174.54400B-2274.5174.6474.6774.6074.5574.4074.6574.4274.4174.6074.54500B-3374.5174.6374.6674.6074.5474.4074.6574.4374.4174.6174.54400平均值74.5174.6333374.6633374.674.5433374.474.6574.4266774.4174.6066774.54433极差0.00.010.010.00.010.00.00.010.00.010.00500C-1C174.5174.6374.6674.6074.5474.4074.6674.4374.4174.6174.54500C-2274.5074.6374.6774.6074.5474.4174.6574.4374.4174.6074.54400C-3374.5174.6374.6674.6074.5474.4074.6574.4374.4174.6174.54400平均值74.5066774.6374.6633374.674.5474.4033374.6533374.4374.4174.6066774.544330.010.00.010.00.00.010.010.00.00.010.0050074.5077874.6374.6622274.674.5411174.4022274.6522274.4288974.4111174.6077874.54433零件极差0.26000 /No of operators=0.00500+0.00500+0.00500/30.0050074.54433-74.544330.00000UCL R =*D 4 =0.00500* 2.580UCL R =0.01290LCL R =*D 3 =0.00500*0.000LCL R =0.00000UCL Xbar +A 2*74.544+0.9490*0.0050UCL Xbar =74.54908UCL Xbar-A 2*74.544-0.9490*0.0050UCL Xbar =74.53959根据数据表:0.005000.00000R P =0.26000测量设备分析零件间变差重复性 - 设备变差 (EV)EV = * K 1% EV = 100[EV/TV]操作者姓名公差:K 1K 2K 3零件平均值极差用公差法用零件间变差RR=R =p R =A X =A R =B X =B R =C X =C R R =D IFF X =R =D IFF X =X X==R X==R =-=),,(),,(D IF F C B A C B A X X X Min X X X Max X CB A R R R ++=R。
331012345678910Total 1.A 10.29-0.56 1.340.47-0.80.020.59-0.31 2.26-1.36 1.942.20.41-0.681.170.5-0.92-0.110.75-0.21.99-1.251.663.30.64-0.58 1.270.64-0.84-0.210.66-0.17 2.01-1.31 2.114.均值Mean0.44667-0.60667 1.260000.53667-0.85333-0.100000.66667-0.22667 2.08667-1.306670.190333Sum A 1.34-1.82 3.78 1.61-2.56-0.32-0.68 6.26-3.92 5.71005. 极差Rang0.350.120.170.170.120.230.160.140.270.110.1840006.B 10.08-0.47 1.190.01-0.56-0.20.47-0.63 1.8-1.680.017.20.25-1.220.941.03-1.20.220.550.082.12-1.6211.3048.30.07-0.68 1.340.2-1.280.060.83-0.34 2.19-1.50.899.均值Mean0.13333-0.79000 1.156670.41333-1.013330.026670.61667-0.29667 2.03667-1.600000.068333Sum B0.4-2.37 3.47 1.24-3.040.08 1.85-0.89 6.11-4.8 2.050010. 极差Rang0.180.750.4 1.020.720.420.360.710.390.180.51300011.C 10.04-1.380.880.14-1.46-0.290.02-0.46 1.77-1.49-2.2312.2-0.11-1.131.090.2-1.07-0.670.01-0.56 1.45-1.77-2.5613.3-0.15-0.960.670.11-1.45-0.490.21-0.491.87-2.16-2.8414.均值Mean-0.07333-1.156670.880000.15000-1.32667-0.483330.08000-0.50333 1.69667-1.80667-0.254333Sum C -0.22-3.47 2.640.45-3.98-1.450.24-1.515.09-5.42-7.6315. 极差Rang0.19000.42000.42000.09000.39000.38000.20000.10000.42000.67000.3280000.168889-0.851111.0988890.366667-1.06444-0.185550.454444-0.34222 1.940000-1.571110.0014441.520000-7.660009.890000 3.300000-9.58000-1.67000 4.090000-3.0800017.460000-14.14000.13 3.5111110.34166723D4 3.27 2.5750.3509690.879792D300-0.348080.00000A2 1.88 1.02312345678910UCLx0.35100.35100.35100.35100.35100.35100.35100.35100.35100.3510LCLx-0.3481-0.3481-0.3481-0.3481-0.3481-0.3481-0.3481-0.3481-0.3481-0.3481UCL R 0.87980.87980.87980.87980.87980.87980.87980.87980.87980.8798LCL R0.00000.00000.00000.00000.00000.00000.00000.00000.00000.0000公差：6σpp变差PV PV 1.104596PV TVTV#DIV/0!TV基于公差base%#DIV/0!基于零件变差%#DIV/0!基于过程变差%#DIV/0!基于过程能力%#DIV/0!公式A Formulandc 5.0936924公式B FormulaX^2/nkr 0.0001878 3.167450088.362122291.88836694.647300Source DF SS MS F P Source DF SS MS F PParts 988.361939.81799492.291420.00000988.361939.81799245.610.000002 3.16726 1.5836379.406050.000002 3.16726 1.5836339.6170.00000180.358980.019940.433720.9741160 2.758930.0459878 3.117920.03997Total 8994.647118994.64711Source VarComp Stdev %Contribu %TV %Toleranc Source VarComp Stdev %Contribut %TV%Tolerance 0.098110.313228.27%28.75%#DIV/0!0.091430.302377.76%27.86%#DIV/0!0.045980.21443 3.87%19.68%#DIV/0!0.039970.19993 3.39%18.42%#DIV/0!0.052120.22830 4.39%20.96%#DIV/0!0.051460.22684 4.37%20.90%#DIV/0!0.052120.22830 4.39%20.96%#DIV/0!0.051460.22684 4.37%20.90%#DIV/0!0.000000.000000.00%0.00%#DIV/0!1.08867 1.0433991.73%95.78%#DIV/0! 1.08645 1.0423392.24%96.04%#DIV/0!Reproducibility Reproducibility Operator Operator Operators*Part 极差图Range chartSUMSQ(sum(men-part))/r sumSQ(all)n=part k=men ANOVA Table With Operator*Part Interaction ANOVA Table Without Operator*Part InteractionParts Operators Gauge R&R With Operator*Part Interaction Gauge R&R Without Operator*Part InteractionTotal Gauge R&R Total Gauge R&R Repeatability Repeatability Operators Operators*Part Repeatability Repeatability Total Part - To - Part Part - To - Part 注:当分析结果超出要求后，利用均值极差图分析原因When analysis result is out of spec,need analyse the root cause by mean and range chart 。
