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Inventory management
Process of ordering, storing, and using inventory to meet demand while minimizing costs
Objectives of inventory management
Ensure availability, minimize costs, maintain efficiency
Inventory categories
Raw Materials (RM), Work-in-Process (WIP), Finished Goods (FG)
Forecasting (inventory context)
Predicting demand to determine how much inventory to hold
Product data tracking
Monitoring inventory movement using systems/technology
RFID tags
Technology used to track inventory electronically
Reasons for carrying inventory
Meet demand, avoid stockouts, handle uncertainty
Safety stock
Extra inventory kept to prevent stockouts
Uncertain demand
Demand that cannot be predicted exactly
Days of supply
Number of days current inventory will last
Average inventory
Average inventory level over a period (found in financial reports)
Inventory turns
Number of times inventory is sold and replaced in a period
Stockout
When inventory runs out
Backorder
Order fulfilled later due to stockout
Holding costs
Costs of storing inventory (storage, insurance, damage, opportunity cost)
Cycle stock
Inventory used to meet expected (normal) demand
Service level
Probability of not having a stockout
Lead time
Time between placing and receiving an order
Reorder point
Inventory level at which a new order is placed
Demand variability
Fluctuation in customer demand over time
Lead time variability
Variation in delivery time from suppliers
Stockout cost
Costs associated with running out of inventory (lost sales, reputation)
Carrying cost
Another term for holding cost
Ordering cost
Cost of placing and receiving inventory orders
Shrinkage
Loss of inventory due to theft, damage, or errors
Demand forecasting
Predicting future customer demand
Time series forecast
Forecast based on past data over time
Forecast error
Difference between actual and forecasted demand
Biased forecast
Consistently over- or under-predicts demand
Unbiased forecast
Errors cancel out with no consistent pattern
Naïve forecast
Uses last period's demand as next forecast
Moving average
Average of recent periods used to forecast demand
Trend
Long-term upward or downward movement in data
Mean Absolute Deviation (MAD)
Average of absolute forecast errors
Tracking signal
Measures whether a forecast is biased over time
Smoothing
Reducing random variation in data
Weighted moving average
Moving average where some periods count more than others
Exponential smoothing
Forecasting method that weights recent data more heavily
Seasonality
Regular pattern that repeats over time (e.g., holiday demand)
Random variation
Unpredictable fluctuations in demand
Overfitting
Model fits past data too closely and performs poorly on new data
Underfitting
Model too simple to capture patterns
Dependency matrix
Table showing relationships between tasks
Predecessor
Task that must be completed before another begins
Successor
Task that follows another task
Independent tasks
Tasks that do not depend on each other
Sequential dependency
Tasks that must be completed in order
Interdependent tasks
Tasks that rely on each other
AON graph
Diagram showing tasks (nodes) and dependencies (arrows)
Critical path
Longest path of tasks determining project duration
Slack time
Time a task can be delayed without delaying the project
Gantt chart
Visual timeline of project tasks
Padding
Adding extra time to tasks to reduce risk
Project management objectives
Complete project on time, within budget, within scope
Crashing
Shortening project duration by adding resources
Project control
Monitoring and adjusting project progress
Project scope
Defined boundaries and deliverables of a project
PERT formula
Weighted average formula using optimistic, most likely, and pessimistic times
Earliest start (ES)
Earliest time an activity can begin
Earliest finish (EF)
Earliest time an activity can be completed
Latest start (LS)
Latest time an activity can begin without delay
Latest finish (LF)
Latest time an activity can finish without delay
Forward pass
Process to calculate ES and EF
Backward pass
Process to calculate LS and LF
Float
Another term for slack time
Critical activities
Activities on the critical path (zero slack)
Project duration
Total time required to complete the project
Bottleneck
Task that limits overall project speed
Fast tracking
Doing tasks in parallel to speed up project
Risk in project management
Potential events that can delay or impact the project
Milestone
Significant point or event in a project timeline
Resource allocation
Assigning people/materials to tasks
Scope creep
Uncontrolled expansion of project scope
Optimistic time (O)
Shortest possible completion time
Most likely time (M)
Most realistic estimate
Pessimistic time (P)
Longest possible completion time
Expected time (TE)
Weighted average using PERT formula
Variance (PERT)
Measure of uncertainty in activity time
Standard deviation (PERT)
Square root of variance
SOPs
Standard Operating Procedures; step-by-step instructions for tasks
Trade-off
Balancing cost, time, and performance
Efficiency
Doing something with minimal waste
Effectiveness
Doing the right thing (meeting goals)
Buffer
Extra time or inventory to handle uncertainty
Throughput
Rate at which products are produced or sold