二、預(yù)測(cè)技術(shù)與模型介紹
1. 預(yù)測(cè)技術(shù) 定性預(yù)測(cè)與定量預(yù)測(cè) Qualitative and Quantitative Forecasting
三、預(yù)測(cè)技術(shù)與模型介紹(續(xù))
1. 預(yù)測(cè)模型:移動(dòng)平均, 指數(shù)平滑與線性回歸 MA, Exponential smoothing, Regression
2. 課程練習(xí):利用EXCEL分析工具進(jìn)行預(yù)測(cè):移動(dòng)平均、指數(shù)平滑及線性回歸 Practice and Exercise: EXCEL skills for Forecast modeling:
3. 預(yù)測(cè)準(zhǔn)確率評(píng)估標(biāo)準(zhǔn)公式介紹 Forecast Accuracy Introduction
4. 預(yù)測(cè)準(zhǔn)確率分析 Forecast Accuracy Analysis
5. 追蹤客戶預(yù)測(cè)的準(zhǔn)確率,以做出持續(xù)改進(jìn)
6. 課程練習(xí):利用EXCEL進(jìn)行預(yù)測(cè)準(zhǔn)確率分析Practice and Exercise: EXCEL skills for Forecast accuracy analysis
四、預(yù)測(cè)的編制維護(hù)與評(píng)估
1. 快速高效的預(yù)測(cè)編制維護(hù) Forecast maintenance skills for large amount of data
2. 幫助解決維護(hù)人員大數(shù)據(jù)量下快速進(jìn)行預(yù)測(cè)編制維護(hù),面對(duì)客戶數(shù)據(jù)格式不標(biāo)準(zhǔn),且需要維護(hù)大量的物料,多列大數(shù)據(jù)量的快速批量維護(hù)問題,解決時(shí)間緊迫,效率低下的煩惱。
3. 課程練習(xí):利用EXCEL進(jìn)行大數(shù)量下的快速預(yù)測(cè)編制和維護(hù) Practice and Exercise: EXCEL skills for Forecast maintenance for large data quickly and efficiently.
五、數(shù)據(jù)透視表的應(yīng)用:供應(yīng)鏈關(guān)鍵KPI分析——銷售與發(fā)貨分析,準(zhǔn)時(shí)交付率,訂單完成率,提前期分析等對(duì)實(shí)際客戶服務(wù)水平的評(píng)估 Pivot Skills for analyzing SCM KPI measurements: OTD, Order Fulfillment, Lead Time, etc.
1. 準(zhǔn)時(shí)交付率 OTD
2. 訂單完成率 Order Fulfillment rate
3. 實(shí)際提前期vs標(biāo)準(zhǔn)提前期 Actual lead time vs standard lead time
4. 針對(duì)不同的客戶類型,地區(qū),產(chǎn)品等分析,做出重點(diǎn)分析評(píng)估判斷,以供銷售做出未來更準(zhǔn)確的決策。以此客觀正確評(píng)估客戶服務(wù)水平,用事實(shí)和數(shù)據(jù)說話。反映對(duì)客戶需求的響應(yīng)速度,計(jì)算與競(jìng)爭(zhēng)對(duì)手的比較優(yōu)劣勢(shì)。
5. 課程練習(xí):利用EXCEL進(jìn)行準(zhǔn)時(shí)交付率,訂單完成率和提前期等供應(yīng)鏈關(guān)鍵KPI的計(jì)算 Practice and Exercise: EXCEL skills for supply chain management KPIs assessment: OTD, Order Fulfillment, Lead Time, etc.
六、主計(jì)劃分析與決策 Master Production Scheduling
1. 主生產(chǎn)計(jì)劃的概念、策略與應(yīng)用
2. 主生產(chǎn)計(jì)劃排程表應(yīng)用 Mater Production Scheduling table
3. 產(chǎn)能評(píng)估與分析 Capacity Assessment
4. 是主計(jì)劃平時(shí)工作的得力工具,可根據(jù)關(guān)鍵產(chǎn)能瓶頸進(jìn)行分析,幫助做出準(zhǔn)確決策,也可以實(shí)現(xiàn)動(dòng)態(tài)分析,根據(jù)需求變化及時(shí)了解關(guān)鍵產(chǎn)能負(fù)荷情況。
5. 線性規(guī)劃求解-生產(chǎn)計(jì)劃產(chǎn)排程優(yōu)化 Capacity Optimization with Linear Programming Skills
6. 利用線性規(guī)劃求解計(jì)算和評(píng)估生產(chǎn)計(jì)劃排程最優(yōu)方案
7. 課程練習(xí):利用EXCEL進(jìn)行粗產(chǎn)能分析,運(yùn)用線性規(guī)劃求解進(jìn)行主計(jì)劃最優(yōu)規(guī)劃 Practice and Exercise: EXCEL skills for rough-cut-capacity-planning analysis, optimal calculation for master planning with LP.
8. 主計(jì)劃案例分享 Case study
七、物料計(jì)劃分析評(píng)估 Material Analysis
1. 物料需求計(jì)劃與采購策略 MRP and procurement stragety
2. 物料結(jié)構(gòu)分析ABC-XYZ法, ABC-XYZ analysis
3. 安全庫存策略與模型 Safety Stock Strategy and models
4. 課程練習(xí):利用EXCEL進(jìn)行ABC-XYZ分析,及統(tǒng)計(jì)安全庫存計(jì)算和分析 Practice and Exercise: EXCEL skills for ABC-XYZ analysis and safety strategy