Monday, May 27, 2019

Pom Study Guide

Service plowes academic term 1 The Lean Enterprise Clear focus in direct decisions expires to superior executing But, limits to flexibility, risk of (market or technical) obsolescence, or the routine Operations Strategy is or so deciding what solution to offer (product or value), to who, and how to deliver it. pic pic pic pic pic Manufacturing shape Session 2 Distinct air affectes atomic tot 18 appropriate to create distinct value propositions Jumbled fall d feature (job shop) for low volume and highly customized solutions broken line run (batch) for multiple products in moderate volumes Connected line flow (Assembly line) for high volume of major products Continuous flow for commodity products big rises of cost differentials Operations strategy usable efficiency The dynamics of the product- act upon matrix Positioning in the P-P matrix is non only driven by trading operations strategy but also by the product lifeline Moving in the P-P matrix requires cha nging the entire mindset/culture of the organization pic pic pic pic pic detonate II Business routine abstract and Improvement Customer repartee public presentation in Services Session 3 From parameters to implementation If s = 1 server picor use lookup gameboard if s 1 Parameters sNumber of Servers ?Frequency of arrivers - x/day / x/hr / x/minute ?Average returns clock time - days / hrs / minutes ?=1/ ? Service rate ?Utilization ? = /s CVCoefficient of variation CV = ? /? (stddev/mean) CVSVariation of service time = / , = 1 if Exponential, 0 if constant. CVAVariation of reach rate = / , = 1 if Poisson. Average surgery measures WqWaiting time WTotal throughput timeLqNumber of customers in the queue LNumber of customers in the system Wq + ? Customer response time Single Server What are the parameters? ?,? , CVA, CVS 1. realise ? = 2. Find Wq from the formula preceding(prenominal) 3. Lq = ? Wq W = Wq + ? L = ? W Multiple Server 1. What are the parameters? ?,? , s 2. Find ? = /s 3. Find Lq from circuit card using s and ? Assumes CVA = 1 and CVS = 1. 4. Wq = Lq/? W = Wq + ? L = ? W Assembly lineJob Shop CVS0 1 CVAv Utilization (target)90%60% If multiple exertion machines, equalize Lq denywise the production lines Waiting is inevitable, even with less than 100% utilization Scale effects, ? Utilization effects, ? /(1- ? ) Variability effects, (CVA2 + CVS2)/2 Littles Law bloodline = rate x wait (on average) In general, for stable systems (? 1), the average muniment in system = average arrival rate x average time in system. Can also be used to calculate the average time in system. L = ? W Managing waits/customer response time sequester non-value added whole qualitys to reduce offshooting time (? v, ? v) sign up unevenness in assume (CVAv) and sue (CVSv) Pool resources to much usefully use existing depicted object (s) Lessons for Life Keep slackWhat is the Goal of the Enterprise? Session 4 Definitions ThroughputThe rate a t which the system generates revenues Production is not revenue Capacity utilization is not the goal, only a possible means to achieve it enrolmentThe level of capital invested in the system It takes money to organize money exclusively dont take too much Money cost money Opportunity cost of equity, interest charged on debt. Managing with bottlenecks 1. Find the bottleneck 2. Maximize throughput by exploiting the bottleneck o Avoid starving the bottleneck (create buffer for some inventory in front of it). muddled subject matter at bottleneck is intermixed-up forever o Schedule to keep it busy. Reduce number of setups at the bottleneck (big batches) 3. Elevate Increase efficacy at bottleneck o Reduce distance of setup time at the bottleneck o fictional character check Dont permit bad parts be tasteful on the bottleneck o Offload work to every other resource that can grapple it (e. g. cross training, task off dispatch resources in-house or contracted out) o More capacity at bottleneck means more than throughput 4. As one bottleneck is resolved, a newly bottleneck appears elsewhere. Repeat 5. sully inventory at non-bottlenecks o Drum and rope scheduling to permit the bottleneck set the pace for stimulation materials, to balance flow. o Reduce batch sizes at non bottle-neck o Efficiency & capacity values at non-bottleneck may reduce inventory, but wont improve throughput 6. block early in surgery simplifies flow management 7. The bottleneck may also be o Accounting systems or focus on usable targets (are not goals, should enable achievement of goals) o Mindsets o suppliers o Market The Goal approach to management 1. Identify your goal . Identify your bottleneck 3. motion your bottleneck a. Dont lust the bottleneck b. lost(p) capacity at the bottleneck is lost forever 4. Subordinate all other decisions to step 3 a. The bottleneck is the drum for loading the system 5. Elevate your bottleneck a. Find ways to increase the capacity at the bottlen eck 6. Identify your nigh bottleneck a. Dont let inertia set in Process of Continuous Improvement WHAT is it that I should seek to achieve? What is the fundamental contest? WHERE is the bottleneck? What prohibits me/us from doing fail? HOW to pitch?How can I alleviate or even remove this bottleneck? It is the task of the manager to create a process for continuous profit, not just ad hoc solutions. Key Lessons from Industrial integrity Award (IEA) changing Strategies3 months Changing Product Design6 months 2 years Changing Plant Process2 4 years Excellence of Plant Managers Forecast needed miscellanys in companys manufacturing strategy before anyone tells them Prepare plants processes for future changes in product mix before anyone tells them Business Process Economics Session 5 Process Model Effective capacity of process as a whole is immovable by the bottleneck step (step with the smallest effective capacity, expressed in units of final payoff) Expressed in uni ts of final output, the effective capacity of a process step depends on downstream losses Effective capacity of a step also depends on the net availability of that step (including working hours, equipment breakdowns, preventive maintenance, ) In a continuous process, no inventory between steps is allowed. If one step becomes unavailable all upriver steps are immediately plugged and all downstream steps are immediately starved.Levers for Process Improvement picture meliorations/quality simplicity o Before bottleneck ? Reduce input cost per unit output ( cast down variable be ) ? Capacity doesnt change (bottleneck still limiting factor) o After bottleneck ? More output per unit input (lower variable costs ) ? Capacity increases (effect on fixed cost allocation per unit) ? Might change the bottleneck Bottleneck speed utility (infrastructure/availability similar) o Increases capacity more productive hours o Unit variable costs dont change (same output per unit input) o Bot tleneck might shift Ask to see throughput lesson Volatility Can be in demand and price more than in production process Key Lessons Process flow outline is needed to understand economics of production and value of improvement, which is essential for good business decisions The impact of levers for improvement depend on where (in the system) they are used o Improvement at bottleneck ? Improves the whole system ? may shift the bottleneck o Yield (and quality) improvement before bottleneck ? Use less input per unit output o Yield (and quality) improvement after bottleneck ? Produce more outputs per unit inputYou can always improve by implementing continuous improvement/learning efforts. protrude III blood Operations and Tactics Customer Response Performance in Manufacturing Operations Session 6 The Toyota Production System is the benchmark. Definitions Blocking consumed when downstream is slower than upstream StarvationCaused when downstream is faster than upstream BTFBuild-To -Forecast BTOBuild-To-Order Response times CRT ? TPT = OQT + PCT CRTCustomer Response Time TPTThroughput Time OQTOrder Queue Time PCTProcess Cycle Times The role of inventory Blocking goes down with inventory, use utter time to conjure up buffers.If we have a buffer, then starvation will also go down. Push 1. No WIP control 2. If buffer before has units, you produce at next machine place 1. WIP control 2. If inventory buffer after needs units, you produce at previous machine If no variability, toil = PULL As variability increases for for each one machine, what happens to system capacity and why? As CV2 increases, we are already losing capacity and further increase has less effect. asymptotic behaviour capacity approaches 0. As serial length of facility increases, what happens to system capacity and why? As length increases, we are already losing capacity to variability and further increase has less effect. Asymptotic behaviour capacity approaches 0. Once again, kanban l ength increases capacity. WIP Strategy Push Pull BTO Target BTF Compaq Now Producing to Forecast Session 7 Supply Chain Management How Much To order Demand 5 6 7 prospect 1/3 1/3 1/3 damage $5 Price $5. 05 $10 $100 Order Quantity 5 6 7 Reasoning Margin vs court. If rim Cost, = Cost or Cost, order quantity will vary accordingly. Qty 5 6 7 ESales 5 5*1/3 + 6*2/3 5*1/3 + 6*1/3 + 7 * 1/3 ELost Sales 1 1/3 0 ESalvage 0 1/3 1 EDemand = 6 ESales = EDemand ELost Sales ESalvages = i ESales i = ordered quantity -C + VProb(D ? i) = 0 VProb(D ? i) = C Prob(D ? i) = C/V i = ? + z?E pays = tax revenue Cost = Price * ESales + Salvage*ESalvage i * C ESales = EDemand ELost Sales ELost Sales = ED i = NormalLoss(z)* ? Supply Decisions election Manufacturing / Processing 1. Calculate Profit intent for alternative 1 (piV1 C1) 2. Calculate Profit function for alternative 2 (piV2 C2) 3. Solve for pi by setting piV1 C1 = piV2 C2 4. pi defines the breakpoint. a. Alternativ e 1 is conk out when P(D? i) ? pi b. Alternative 2 is better when P(D? i) pi 5. Use the z-lookup table to find z for pi a. Use this to calculate the order quantity for Alternative 1 (i1) 6.Calculate the full chance manoeuvre for option 2 to find total order quantity (i*) 7. Calculate i2 = i* i1 Note If multiple options, usurp process successively. Business Process opposition M&S and Zara Session 8 pic pic enumeration Management depends upon the clock speed of the process Long lead times - Forecast - FGI Process (in counterpoint to product) innovation is an enormous mechanism that can disupt the basis of opposition Drive to mass customization, postponement, Shifts the diagonal of the product-process matrix downContinuous improvement is a key competitive weapon too, but can lead to rigidity Market segments, product needs, and technologies shift o Can you adapt your process and market approach fast overflowing? Business process reengineering is a difficult alternativ e to execute Business process portfolio management may be a good alternative Part IV Total timber Management Quality Management in Services Session 9 Deming measure rather than cure o Process Improvement o Plan, Do, Check, Act Variations in Manufacturing and Service performance comes from o Process Design 99% Process Operations 1% How to divide process variations across design and operations? Process variation occurs due to many factors o Normal Distribution ? cardinal tendency = mean (? ) ? Variability = regulation deviation (? ) Historical Performance Process is in control process works well according to historic performance Process is out of control process has changed 1. Historical mean pic 2. Two points consecutively close to UCL or LCL 3. Five consecutive points above/ at a lower place mean 4. Increasing or fall trends (mean is shifting) Tracking Mechanics Discrete variables (Yes/No or OK/defect measure) P-chart (or s-chart) track proportion defectives (or cu mulative number of defectives) Identify when process goes outside of lower control limit (LCL) or upper control limit (UCL) Continuous variables (width, time, temp, ) X-bar identifies changes in central position (process mean) through tracking sample mean R-bar identifies changes in variability (process variation) through tracking sample range (hi-low) Capability analysis What is the currently inherent capability of my process when it is in control? abidance analysis SPC charts identify when control has likely been lost and assignable cause variation has occurred Investigate for assignable cause Find Root Cause(s) of Potential Loss of statistical Control take place or replicate assignable cause Need Corrective Action To Move forrard Process Capability & Total Quality Management Session 10 Definitions CpProcess Capability ratio CpkProcess Reliability Index LCLLower Control arrange LSLLower Specification lay out LTLLower Tolerance Limit (See LSL) UCLUpper Control Limit USL Upper Specification Limit UTLUpper Tolerance Limit (See USL) Potential pic gt 1implies that potential is good, i. e. that the specification limits are greater than the potential performance of the system 1implies that the potential is bad Performance pic 1implies that performance is good, i. e. that the upper and lower specification limits are more than 3 standard deviations away from the mean performance of the system Why Quality? taxation Impact Customer Satisfaction o Value o Fitness of Use Cost Impact Cost of poor quality o saloon costs o Appraisal costs o Internal harm costs o External failure costs Costs of Quality Juran model Prevention Costs Appraisal Costs Internal FailureExternal Failure Costs Costs really good machines Inspection costs Cost of rework Costs of warranty Very well-trained Review costs Scrap costs Customers go to workers competitors Excellent, Workers stopping Lost time on Legal costs well-defined process the line machines Standard oper ating Process improvement Brand image procedures defined costs affected clearly At each stage, costs multiply by a factor of 10 The Process Improvement Cycle PDCA PLAN a quality improvement o guide theme, grasp situation, preliminary analysis, training programmes, introduce tracking measures and controls, etc DO the investigations for improvements Investigate the deviations from normal behaviour these are opportunities for improvement and find improvement actions CHECK the potency of improvement actions o Confirm the effect of countermeasures ACT by implementing the improvement measures throughout the company pic PART V Course in Review Inventory Between Buyers and Suppliers Session 11 JIT Just in Time Produce what the customer wants, when it is precious, in the amount it is wanted, where it is wanted High Volume Low Inventory (raw materials, WIP, FGI) Demand pull (produce when needed) Little JIT scheduling, inventory Bit JIT (lean) eliminate fuck up in all activities (scheduling, inventory, gracious resources, vendors, technology) Seven Forms of Waste (MUDA) Seven Methods to Eliminate Waste Overproduction Focused factory networks Waiting time Group technology Transportation waste Quality at the source Inventory waste JIT production Processing waste Uniform plant loading Waste of motion Kanban production Product defects Minimize setup times JIT vs JIT II JIT JIT I Ideal view piece for piece lot for lot Eliminate overplus (RMI, WIP and FGI) inventory Pull deliver chain view Supplier punctual and efficient source (RMI) JIT II Administration and management Eliminate administrative waste Supplier pulls production from his own plant Supplier is an effective source of ideas too Potential gains Reduced lead times of delivery Reduced costs of procurement Avoid excess inventory stock Better supervise of incoming quality Greater role in new product development for supplier Potential hazards Supplier gains inside information on cost, process & design Loss of bargaining power with supplier Cannot change suppliers easily Requirements for JIT II to create opportunities for win-win Fair prices committedness Communication Transparency Increasing competition leads to greater focus on core competencies and process efficiencies JIT is about having lean manufacturing processes to reduce waste JIT II is about reducing waste with suppliers and distributors Benefits of JIT II include Improve communication across firm boundaries Reducing rework Reducing duplication Offload work to any other resource that can handle it (e. g. cross training, task Real Just-In-Time delivery (less inventory in the supply chain) Increased involvement in the buyer-supplier blood results in better products/services for the customer Conditions for JIT II to work Sufficient volume and transactions to generate cost savings Supplier has good engineering capabilities to improve overall product/service Suppli er does not provide core technologies for the buyer TRUST. How to build trust? o Common goal, have communication, and commitment Prob(D i) -c C = c s ith unit demanded Prob(D ? i) Salvage Value ith unit not demanded Revenue Value = revenue salvage Work in Progress PUSH PULL No Inventory Control Inventory Control Finished Goods Inventory Build-To-Forecast Build-To-Order FGI 0 FGI 0 Capability Analysis Conformance Analysis Eliminate Assignable Cause Investigate for Assignable CausePom Study GuideService Processes Session 1 The Lean Enterprise Clear focus in operating decisions leads to superior performance But, limits to flexibility, risk of (market or technical) obsolescence, or the routine Operations Strategy is about deciding what solution to offer (product or service), to who, and how to deliver it. pic pic pic pic pic Manufacturing Process Session 2 Distinct business processes are appropriate to create distinct value propositions Jumbled flow (job shop) for low volume and highly customized solutions Disconnected line flow (batch) for multiple products in moderate volumes Connected line flow (Assembly line) for high volume of major products Continuous flow for commodity products Important sources of cost differentials Operations strategy Operational efficiency The dynamics of the product-process matrix Positioning in the P-P matrix is not only driven by operations strategy but also by the product lifeline Moving in the P-P matrix requires changing the entire mindset/culture of the organization pic pic pic pic pic Part II Business Process Analysis and Improvement Customer Response Performance in Services Session 3 From parameters to performance If s = 1 server picor use lookup table if s 1 Parameters sNumber of Servers ?Frequency of arrivals - x/day / x/hr / x/minute ?Average service time - days / hrs / minutes ?=1/ ? Service rate ?Utilization ? = /s CVCoefficient of variation CV = ? /? (stddev/mean) CVSVariation of service time = / , = 1 if Exponential, 0 if constant. CVAVariation of arrival rate = / , = 1 if Poisson. Average performance measures WqWaiting time WTotal throughput timeLqNumber of customers in the queue LNumber of customers in the system Wq + ? Customer response time Single Server What are the parameters? ?,? , CVA, CVS 1. Find ? = 2. Find Wq from the formula above 3. Lq = ? Wq W = Wq + ? L = ? W Multiple Server 1. What are the parameters? ?,? , s 2. Find ? = /s 3. Find Lq from table using s and ? Assumes CVA = 1 and CVS = 1. 4. Wq = Lq/? W = Wq + ? L = ? W Assembly lineJob Shop CVS0 1 CVAv Utilization (target)90%60% If multiple production machines, equalize Lq across the production lines Waiting is inevitable, even with less than 100% utilization Scale effects, ? Utilization effects, ? /(1- ? ) Variability effects, (CVA2 + CVS2)/2 Littles Law Inventory = rate x wait (on average) In general, for stable systems (? 1), the average inventory in system = average arrival rate x average time in system . Can also be used to calculate the average time in system. L = ? W Managing waits/customer response time Remove non-value added steps to reduce processing time (? v, ? v) Reduce variability in demand (CVAv) and process (CVSv) Pool resources to more effectively use existing capacity (s) Lessons for Life Keep slackWhat is the Goal of the Enterprise? Session 4 Definitions ThroughputThe rate at which the system generates revenues Production is not revenue Capacity utilization is not the goal, only a possible means to achieve it InventoryThe level of capital invested in the system It takes money to make money just dont take too much Money costs money Opportunity cost of equity, interest charged on debt. Managing with bottlenecks 1. Find the bottleneck 2. Maximize throughput by exploiting the bottleneck o Avoid starving the bottleneck (create buffer for some inventory in front of it). Lost capacity at bottleneck is lost forever o Schedule to keep it busy. Reduce number of setups at the bottleneck (big batches) 3. Elevate Increase capacity at bottleneck o Reduce length of setup time at the bottleneck o Quality check Dont let bad parts be processed on the bottleneck o Offload work to any other resource that can handle it (e. g. cross training, task offloading resources in-house or contracted out) o More capacity at bottleneck means more throughput 4. As one bottleneck is resolved, a new bottleneck appears elsewhere. Repeat 5.Minimize inventory at non-bottlenecks o Drum and rope scheduling to let the bottleneck set the pace for input materials, to balance flow. o Reduce batch sizes at non bottle-neck o Efficiency & capacity improvements at non-bottleneck may reduce inventory, but wont improve throughput 6. Bottleneck early in process simplifies flow management 7. The bottleneck may also be o Accounting systems or focus on operational targets (are not goals, should enable achievement of goals) o Mindsets o Suppliers o Market The Goal approach to management 1. Iden tify your goal . Identify your bottleneck 3. Exploit your bottleneck a. Dont starve the bottleneck b. Lost capacity at the bottleneck is lost forever 4. Subordinate all other decisions to step 3 a. The bottleneck is the drum for loading the system 5. Elevate your bottleneck a. Find ways to increase the capacity at the bottleneck 6. Identify your next bottleneck a. Dont let inertia set in Process of Continuous Improvement WHAT is it that I should seek to achieve? What is the fundamental challenge? WHERE is the bottleneck? What prohibits me/us from doing better? HOW to change?How can I alleviate or even remove this bottleneck? It is the task of the manager to create a process for continuous improvement, not just ad hoc solutions. Key Lessons from Industrial Excellence Award (IEA) Changing Strategies3 months Changing Product Design6 months 2 years Changing Plant Process2 4 years Excellence of Plant Managers Forecast needed changes in companys manufacturing strategy before anyone tells them Prepare plants processes for future changes in product mix before anyone tells them Business Process Economics Session 5 Process Model Effective capacity of process as a whole is determined by the bottleneck step (step with the smallest effective capacity, expressed in units of final output) Expressed in units of final output, the effective capacity of a process step depends on downstream losses Effective capacity of a step also depends on the net availability of that step (including working hours, equipment breakdowns, preventive maintenance, ) In a continuous process, no inventory between steps is allowed. If one step becomes unavailable all upstream steps are immediately blocked and all downstream steps are immediately starved.Levers for Process Improvement Yield improvements/quality control o Before bottleneck ? Reduce input cost per unit output (lower variable costs ) ? Capacity doesnt change (bottleneck still limiting factor) o After bottleneck ? More output per unit input (lower variable costs ) ? Capacity increases (effect on fixed cost allocation per unit) ? Might change the bottleneck Bottleneck speed improvement (infrastructure/availability similar) o Increases capacity more productive hours o Unit variable costs dont change (same output per unit input) o Bottleneck might shift Ask to see throughput model Volatility Can be in demand and price more than in production process Key Lessons Process flow analysis is needed to understand economics of production and value of improvement, which is essential for good business decisions The impact of levers for improvement depend on where (in the system) they are used o Improvement at bottleneck ? Improves the whole system ? May shift the bottleneck o Yield (and quality) improvement before bottleneck ? Use less input per unit output o Yield (and quality) improvement after bottleneck ? Produce more outputs per unit inputYou can always improve by implementing continuous improvement/learni ng efforts. Part III Inventory Operations and Tactics Customer Response Performance in Manufacturing Operations Session 6 The Toyota Production System is the benchmark. Definitions BlockingCaused when downstream is slower than upstream StarvationCaused when downstream is faster than upstream BTFBuild-To-Forecast BTOBuild-To-Order Response Times CRT ? TPT = OQT + PCT CRTCustomer Response Time TPTThroughput Time OQTOrder Queue Time PCTProcess Cycle Times The role of inventory Blocking goes down with inventory, use idle time to produce buffers.If we have a buffer, then starvation will also go down. Push 1. No WIP control 2. If buffer before has units, you produce at next machine Pull 1. WIP control 2. If inventory buffer after needs units, you produce at previous machine If no variability, PUSH = PULL As variability increases for each machine, what happens to system capacity and why? As CV2 increases, we are already losing capacity and further increase has less effect. Asymptotic behaviour capacity approaches 0. As serial length of facility increases, what happens to system capacity and why? As length increases, we are already losing capacity to variability and further increase has less effect. Asymptotic behaviour capacity approaches 0. Once again, kanban length increases capacity. WIP Strategy Push Pull BTO Target BTF Compaq Now Producing to Forecast Session 7 Supply Chain Management How Much To order Demand 5 6 7 Probability 1/3 1/3 1/3 Cost $5 Price $5. 05 $10 $100 Order Quantity 5 6 7 Reasoning Margin vs Cost. If margin Cost, = Cost or Cost, order quantity will vary accordingly. Qty 5 6 7 ESales 5 5*1/3 + 6*2/3 5*1/3 + 6*1/3 + 7 * 1/3 ELost Sales 1 1/3 0 ESalvage 0 1/3 1 EDemand = 6 ESales = EDemand ELost Sales ESalvages = i ESales i = ordered quantity -C + VProb(D ? i) = 0 VProb(D ? i) = C Prob(D ? i) = C/V i = ? + z?EProfits = Revenue Cost = Price * ESales + Salvage*ESalvage i * C ESales = EDemand ELost Sales ELost Sales = ED i = NormalLoss(z)* ? Supply Decisions Alternative Manufacturing / Processing 1. Calculate Profit function for alternative 1 (piV1 C1) 2. Calculate Profit function for alternative 2 (piV2 C2) 3. Solve for pi by setting piV1 C1 = piV2 C2 4. pi defines the breakpoint. a. Alternative 1 is better when P(D? i) ? pi b. Alternative 2 is better when P(D? i) pi 5. Use the z-lookup table to find z for pi a. Use this to calculate the order quantity for Alternative 1 (i1) 6.Calculate the full chance tree for option 2 to find total order quantity (i*) 7. Calculate i2 = i* i1 Note If multiple options, repeat process successively. Business Process Competition M&S and Zara Session 8 pic pic Inventory Management depends upon the clock speed of the process Long lead times - Forecast - FGI Process (in contrast to product) innovation is an enormous weapon that can disupt the basis of competition Drive to mass customization, postponement, Shifts the diagonal of the product-process matrix d ownContinuous improvement is a key competitive weapon too, but can lead to rigidity Market segments, product needs, and technologies shift o Can you adapt your process and market approach fast enough? Business process reengineering is a difficult alternative to execute Business process portfolio management may be a good alternative Part IV Total Quality Management Quality Management in Services Session 9 Deming Prevention rather than cure o Process Improvement o Plan, Do, Check, Act Variations in Manufacturing and Service performance comes from o Process Design 99% Process Operations 1% How to divide process variations across design and operations? Process variation occurs due to many factors o Normal Distribution ? Central tendency = mean (? ) ? Variability = standard deviation (? ) Historical Performance Process is in control process works well according to historical performance Process is out of control process has changed 1. Historical mean pic 2. Two points cons ecutively close to UCL or LCL 3. Five consecutive points above/below mean 4. Increasing or decreasing trends (mean is shifting) Tracking Mechanics Discrete variables (Yes/No or OK/defect measure) P-chart (or s-chart) track proportion defectives (or cumulative number of defectives) Identify when process goes outside of lower control limit (LCL) or upper control limit (UCL) Continuous variables (width, time, temp, ) X-bar identifies changes in central position (process mean) through tracking sample mean R-bar identifies changes in variability (process variation) through tracking sample range (hi-low) Capability analysis What is the currently inherent capability of my process when it is in control? Conformance analysis SPC charts identify when control has likely been lost and assignable cause variation has occurred Investigate for assignable cause Find Root Cause(s) of Potential Loss of Statistical Control Eliminate or replicate assignable cause Need Corrective Action To Move F orward Process Capability & Total Quality Management Session 10 Definitions CpProcess Capability ratio CpkProcess Reliability Index LCLLower Control Limit LSLLower Specification Limit LTLLower Tolerance Limit (See LSL) UCLUpper Control Limit USLUpper Specification Limit UTLUpper Tolerance Limit (See USL) Potential pic gt 1implies that potential is good, i. e. that the specification limits are greater than the potential performance of the system 1implies that the potential is bad Performance pic 1implies that performance is good, i. e. that the upper and lower specification limits are more than 3 standard deviations away from the mean performance of the system Why Quality? Revenue Impact Customer Satisfaction o Value o Fitness of Use Cost Impact Cost of poor quality o Prevention costs o Appraisal costs o Internal failure costs o External failure costs Costs of Quality Juran model Prevention Costs Appraisal Costs Internal FailureExternal Failure Costs Costs Very good machi nes Inspection costs Cost of rework Costs of warranty Very well-trained Review costs Scrap costs Customers go to workers competitors Excellent, Workers stopping Lost time on Legal costs well-defined process the line machines Standard operating Process improvement Brand image procedures defined costs affected clearly At each stage, costs multiply by a factor of 10 The Process Improvement Cycle PDCA PLAN a quality improvement o Select theme, grasp situation, preliminary analysis, training programmes, introduce tracking measures and controls, etc DO the investigations for improvements Investigate the deviations from normal behaviour these are opportunities for improvement and find improvement actions CHECK the effectiveness of improvement actions o Confirm the effect of countermeasures ACT by implementing the improvement measures throughout the company pic PART V Course in Review Inventory Between Buyers and Suppliers Session 11 JIT Just in Time Produce what t he customer wants, when it is wanted, in the amount it is wanted, where it is wanted High Volume Low Inventory (raw materials, WIP, FGI) Demand pull (produce when needed) Little JIT scheduling, inventory Bit JIT (lean) eliminate waste in all activities (scheduling, inventory, human resources, vendors, technology) Seven Forms of Waste (MUDA) Seven Methods to Eliminate Waste Overproduction Focused factory networks Waiting time Group technology Transportation waste Quality at the source Inventory waste JIT production Processing waste Uniform plant loading Waste of motion Kanban production Product defects Minimize setup times JIT vs JIT II JIT JIT I Ideal view piece for piece lot for lot Eliminate excess (RMI, WIP and FGI) inventory Pull supply chain view Supplier timely and efficient source (RMI) JIT II Administration and management Eliminate administrative waste Supplier pulls production from his own plant Supplier is an effective source of ideas too P otential gains Reduced lead times of delivery Reduced costs of procurement Avoid excess inventory stock Better monitoring of incoming quality Greater role in new product development for supplier Potential hazards Supplier gains inside information on cost, process & design Loss of bargaining power with supplier Cannot change suppliers easily Requirements for JIT II to create opportunities for win-win Fair prices Commitment Communication Transparency Increasing competition leads to greater focus on core competencies and process efficiencies JIT is about having lean manufacturing processes to reduce waste JIT II is about reducing waste with suppliers and distributors Benefits of JIT II include Improve communication across firm boundaries Reducing rework Reducing duplication Offload work to any other resource that can handle it (e. g. cross training, task Real Just-In-Time delivery (less inventory in the supply chain) Increased involvement in the buyer-supplier relatio nship results in better products/services for the customer Conditions for JIT II to work Sufficient volume and transactions to generate cost savings Supplier has good engineering capabilities to improve overall product/service Supplier does not provide core technologies for the buyer TRUST. How to build trust? o Common goal, open communication, and commitment Prob(D i) -c C = c s ith unit demanded Prob(D ? i) Salvage Value ith unit not demanded Revenue Value = revenue salvage Work in Progress PUSH PULL No Inventory Control Inventory Control Finished Goods Inventory Build-To-Forecast Build-To-Order FGI 0 FGI 0 Capability Analysis Conformance Analysis Eliminate Assignable Cause Investigate for Assignable Cause

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