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118 Cards in this Set
- Front
- Back
Forecasting
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the process of projecting the values of one or more variables into the future
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Good forecasts:
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drive analyses and decisions related to operations
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Poor forecasting can result in:
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Poor inventory and staffing decisions resultin in part shortages, inadequate customer service and many customer complaints
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Planning horizon
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the length of time on which a forecast is based
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time bucket
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the unit of measure for the time period used in a forecast
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time series
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a set of observations measured at successive points in time or over successive periods of time
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trend
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the underlying pattern of growth or decline in a time series
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Seasonal patters
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characterized by repeatable periods of ups and downs over short periods of time
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cyclical patterns
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regular patterns in a data series that take place over long periods of time
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random variation (noise)
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the unexplained deviation of a time series from a predictable pattern, such as a trend, seasonal or cyclical patterns
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irregular variation
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a one time variation that is explainable
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Forecast error
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the difference between the observed value of the time series and the forecast or At - Ft
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Statistical forecasting
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based on the assumption that the future will be an extrapolation of the past
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a moving average forecast
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an average of the most recent "k" observations in a time series
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Single exponential smoothing (SES)
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is a forecasting technique that uses a weighted average of past time-series values to forecast the value of the time series in the next period
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Regression analysis
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a method for building a statistical model that defines a relationship between a single dependent variable and one or more independent variables, all of which are numerical
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multiple linear regression model
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a liner regression model with more than one independent variable
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judgmental forecasting
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relies upon opinions and expertise of people in developing forecasts
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Delphi method
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consists of forecasting by expert opinion by gathering judgements and opinions of key personnel based on their experience and knowledge of the situation
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bias
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tacking signal provides a method for doing this by quantifying - the tendency of forecasts to consistently be larger or smaller than the actual values of the time series.
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inventory
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any asset held for future use or sale
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inventory management
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involves planning, coordinating, and controlling the acquisition, storage, handling, movement distribution and possible sale of raw manterials, component parts and subassemblies, supplies and tools, replacement parts, and other assets that are needed to meet customer wants or needs
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raw materials, component parts, subassemblies and supplies
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are inputs to manufacturing and service-delivery processes
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work-in-process (WIP) inventory
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consists of partially finished products in various stages of completion that are waiting further processing
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finished goods inventory
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are completed products ready for distribution or sale to customers.
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safety stock inventory
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an additional amount that is kept over and above the average amount required to meet demand
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ordering costs (setup costs)
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incurred as a result of the work involved in placing orders with suppliers or configuring tools, equipment, and machines within a factory to produce an item
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inventory-holding or inventory-carry costs
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the expenses associated with carrying inventory
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shortage or stockout costs
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costs associated with a SKU being unavailable when needed to meet demand.
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unit cost
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the price paid for purchased goods or the internal cost of producing them
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stock-keeping unit (SKU)
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a single item or asset stored at a particular location
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independent demand
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demand for an SKU that is unrelated to the demand for other SKUs and needs to be forecast
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Dependent demand
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hod by SKUs if their demand is directly related to the demand of other SKUs and can be calculated without needing to be forecasted
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Deterministic
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demand is it when uncertainty is not included in its characterization
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Stochastic demand
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incorporates uncertainty by using probability distributions to characterize the nature of demand.
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static demand
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stable demand
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dynamic demand
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varies over time
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lead time
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the time between the placement of an order and its receipt
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stockout
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the inability to satisfy the demand for an item
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backorder
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occurs when a customer is willing to wait for an item
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lost sale
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occurs when the customer is unwilling to wait and purchases the item elsewhere
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Fixed quantity system
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the order quantity or lot size is fixed that is, the same amount Q, is ordered every time
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inventory position
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defined as the on-hand quantity (OH) plus any orders placed but which have not arrived (called scheduled receipts SR) minus any backorders (BO)
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Economic order quantity (EOQ) model
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a classic economic model developed in the early 1900s that minimized the total cost, which is the sum of the inventory-holding cost and the ordering cost
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cycle inventory (order or lot size inventory)
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inventory that results from purchasing or producing in larger lots than are needed for immediate consumption or sale.
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service level
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the desired probability of not having a stockout during a lead-time period
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fixed period system (FPS) (periodic review system)
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one i which the inventory position is checked only at fixed intervals of time, T, rather than on a continuous basis
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resource management
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deals with the planning, execution and control of all the resources that are used to produce goods or services in a value chain
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Aggregate planning
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the development of a long-term output and resource plan in aggregate units of measure
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disaggregation
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the process of translating aggregate plans into short-term operational plans that provide the basis for weekly and daily schedules and detailed resource requirements
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execution
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refers to moving work from one workstation to another, assigning people to tasks, setting priorities for jobs, scheduling equipment and controlling processes
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Aggregate planning options
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-demand management
-production-rate changes -workforce changes -inventory changes -facilities, equipment and transportation |
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level production strategy
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plans for the same production rate in each time period
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chase demand strategy
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sets the production rate equal to the demand in each time period
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master production schedule (MPS)
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a statement of how many finished items are to be produced and when they are to be produced
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final assembly schedule (FAS)
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defines the quantity and timing for assembling subassemblies and component parts into a final finished good
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materials requirements planning (MRP)
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a forward-looking demand-based approach for planning the production of manufactured goods and ordering materials and components to minimize unnecessary inventories and reduce costs
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dependent demand
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demand that is directly related to the demand of other SKUs and can be calculated without needing to be forecasted
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Bill of labor (BOL)
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hierarchial record of analogous to a BOM that defines labor inputs necessary to create a good or service
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End items
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finished good scheduled in the MPS or FAS that must be forecast
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parent item
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manufactured from one or more components
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components
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any item other than the end item that goes into a higher-level parent item
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subassembly
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always has at least one immediate parent and also has at least one immediate component
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MRP explosion
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the process of using the logic of dependent demand to calculate the quantity and timing of orders for all subassemblies and components that go into the support the production of the end items
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time buckets 2
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the time period size used in the MRP explosion process and usually are one week in length
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Gross requirements (GR)
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the total demand for an item derived from all its parents
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scheduled or planned receipts (S/PR)
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orders that are due or planned to be delivered
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Planned order receipt (PORec)
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specifies the quantity and time an order is to be received
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Planned order release (PORel)
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specifies the planned quantity and time an order is to be released to the factory or a supplier
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Projected on-hand inventory (POH)
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the expected amount of inventory on hand at the beginning of the time period considering on-hand inventory from the previous period plus scheduled receipts or planned order receipts minus the gross requirements
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Lot sizing
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the process of determining the appropriate amount and timing of ordering to reduce costs
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Lot-for-lot
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an ordering schedule that covers the gross requirements for each week
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action bucket
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the current time period
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Fixed order quantity (FOQ)
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rule uses a fixed order size for every order or production run
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periodic order quantity (POQ)
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orders a quantity equal to the gross requirement quantity in one or more predetermined time periods minus the projected on-hand quantity of the previous time period
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Capacity requirements planning (CRP)
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process of determining the amount of labor and machine resoures required to accomplish the tasks of production on a more detailed level, taking into account all component parts and end items in the materials plan
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Capacity requirements planning (CRP)
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process of determining the amount of labor and machine resoures required to accomplish the tasks of production on a more detailed level, taking into account all component parts and end items in the materials plan
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Quality management
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refers to systematic policies, methods, and procedures used to unsure that goods and services are produced with appropriate levels of quality to meet the needs of customers
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fitness for use
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is the ability of a good or service to meet customer needs
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quality of conformance
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the extent to which a process is able to deliver output that conforms to the design specifications
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specifications
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targets and tolerances determined by designers of goods and services
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service quality
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consistently meeting or exceeding customer expectations (external focus) and service delivery system performance criteria (internal focus) during all service encounters
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Influential leaders in modern quality management
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-W. Edwards Deming
-Joseph Juran -Philip B. Crosby |
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W. Edwards Deming
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-14 point philosophy
-Deming cycle - composed of 4 stages : plan, do, study, act |
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Joseph Juran
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focused on 3 major quality processes called the Quality trilogy
1. quality planning 2. quality control 3. quality improvement |
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Philip B crosby
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5 absolutes of quality managment
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Gap model (5)
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1. the discrepancy between customer expectations and management perceptions of those expectations.
2. the discrepancy between management perceptions of what features constitute a target level of quality and the task of translating these perceptions into executable specifications. 3. the discrepancy between quality specifications documented in operating and training manuals and plans and their implementation 4. the discrepancy between actual manufacturing and service delivery system performance and external communications to the customer 5. the difference between the customer's expectations and perceptions |
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ISO 9000:2000 (international organization for standardization)
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1. customer-focused organization
2. Leadership 3. involvement of people 4. process of approach 5. system approach to management 6. continual improvement 7. factual approach to decision making 8. mutually beneficial supplier relationships |
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six sigma
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business improvement approach that seeks to find and eliminate causes of defects and errors in manufacturing and service processes by focusing on outputs that are critical to customers and results in clear financial return for the organization
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defect
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any mistake or error that is passed on to the customer
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unit of work
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the output of a process or an individual process step
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defects per unit =
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number of defects discovered / number of units produced
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GE's 6 sigma problem solving approach employs 5 phases
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1. define
2. measure 3. analyze 4. improve 5. control |
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6 sigma 7 general groups
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1. elementary statistical tools
2. advanced statistical tools 3. product design and reliability 4. measurement 5. process control 6. process improvement 7. implementation and teamwork |
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cost of quality
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refers to specifically to the costs associated with avoiding poor quality or those incurred as a result of poor quality
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prevention costs
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are those expended to keep nonconforming goods and services from being made and reaching the customer
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appraisal costs
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those expended on ascertaining quality levels through measurement and analysis of data to detect and correct problems
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internal failure costs
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are costs incurred as a result of unsatisfactory quality that is found before the delivery of a good or service to the customer
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external failure costs
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are incurred after poor-quality goods or services reach the customer
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The seven QC tools
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1. flowcharts
2. run and control charts 3. checksheets 4. histograms 5. pareto diagrams 6. cause and effect diagrams 7. scatter diagrams |
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Kaizen
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focuses on a small gradual and frequent improvements over the long term with minimum financial investment and with participation by everyone in the organization
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kaizen blitz
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an intense and rapid improvement process in which a team or a department throws all its resources into an improvement project over a short time period as opposed to traditional kaizen applications which are performed on a part time basis
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Poka-yoke
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an approach for mistake-proofing processes using automatic devices or methods to avoid simple human error
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lean enterprise
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refers to approaches that focus on the elimination of waste in all forms, and smooth, efficient flow of materials and information throughout the value chain to obtain faster customer response, higher quality and lower costs
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lean operating systems
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manufacturing and service operations that apply the principles of lean enterprise
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Principles of lean operating systems
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1. elimination of waste
2. increased speed and response 3. improved quality 4. reduced cost |
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th 5Ss
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derived from Japanese terms: seiri (Sort), seiton (set in order), seiso (shine) seiketsu (standardize) and shisuke (sustain)
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visual controls
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indicators for operating activities that are laced in plain sight of all employees so that everyone can quickly and easily understand the status and performance of the work system
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Single minute exchange of dies (SMED)
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refers to quic setup or changeover of tooling and fixtures in processes so that multiple products in smaller batches can be run on the same equipment
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batching
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the process of producing large quantities of items as a group before being transferred to the next operation
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single-piece flow
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the concept of ideally using batch sizes of one
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Lean tools and approaches
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-the 5Ss
-Visual controls -Single minute exchange of ties -small batch and single-piece flow -quality and continuous improvement -total productive maintenance -manufactured good recovery |
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total productive maintenance (TPM)
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focused on ensuring that operating systems will perform their intended function reliably
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just in time systems
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-push
-pull |
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push system
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produces finished goods inventory in advance of customer demand using a forecast of sales
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pull system
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employees at a given operation go to the source of required parts, such as machining or subassembly, and withdraw the units as they need them
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Kanban
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flag or piece of paper that contains all relevant information for an order; part number, description, process area used, time of delivery, quantity available, quantity delivered, production quantity, and so on
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K =
(where K = the number of Kanban cards) |
K = average daily demand during lead time plus a safety stock / number of units per container
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