Question
©2003-2006 Factory Physics, Inc.
Value Stream Mapping Plus
Learning to See Better
Know the Laws. Use the Tools. Profit.
www.factoryphysics.com
©2003-2006 Factory Physics, Inc.
Databases:
FPI: LTS Current State
FPI: LTS Future State
©2003-2006 Factory Physics, Inc.
Agenda
- Overview
- The basic steps
Choose a product flow
Create VSM & Current State Model
Validate model
Modify Current State model to get to optimal Future State
Implement cost effective improvements
- VSM Plus Example
- Review
©2003-2006 Factory Physics, Inc.
Value Stream Mapping Plus
- Mapping and understanding the flow of
- Materials
- People
- Information
- Plus Absolute Benchmarking and Optimization
- What is current, best and marginal case performance
- What is the source of variability and buffers
- What is the optimal future state for your environment
©2003-2006 Factory Physics, Inc.
The Value Stream
Two essential components
Demand
Transformation
Buffers develop when variability is present.
Only three buffers:
Inventory
Time
Capacity
A value stream is “lean” if it uses minimal buffering cost.
Production
Assembly
Distribution
Market Demand
Flow
Stock
Flow
Stock
Market Demand
Planned Demand
Planned Demand
©2003-2006 Factory Physics, Inc.
Where to Start?
- If Design is done well, Planning becomes easeier.
- If Planning is done well, Execution becomes easier.
Value Stream Mapping Plus is a practical application for value stream design analysis and improvement.
©2003-2006 Factory Physics, Inc.
The basic steps are …
- Choose a product flow in the value stream.
- Develop current state map and model based on existing conditions.
- Must validate that model reflects reality
- Create a future state model and map to reach goals for improved performance.
©2003-2006 Factory Physics, Inc.
- Choose a Product Flow
- Only a few
- Part numbers make up most of the demand
- Process centers are potential bottlenecks
- Sources of variability really hurt
- A Product Flow is a generic routing in which
- Most parts follow essentially the same routing
- Parts can go out and return
- Parts can start inside
- Parts on same level in a bill of material
©2003-2006 Factory Physics, Inc.
- Current state model
- Walk-through of process to identify the pointless buffers
- Where is the obvious waste?
- Where is the time?
- Draw value stream map to show:
- Process Steps
- WIP
- Information Flow
- Cycle Time
©2003-2006 Factory Physics, Inc.
- Current state model (continued)
- Collect the following data for each Item and Process in the flow:
- Number of tools needed
- Number of workers needed for setup; needed for process
- Process rate
- Setup (changeover) time
- Availability (MTTR, MTTF)
- WIP
- Scheduled time available
- Transfer and Process Batch Sizes
©2003-2006 Factory Physics, Inc.
Current state model (continued)
- Use Flow Benchmarking to identify opportunities
- Throughput (customer demand)
- Work in process (WIP)
- Raw Process Time (RPT)
- Bottleneck Rate (BNR)
- Critical WIP (CW = RPT * BNR)
©2003-2006 Factory Physics, Inc.
Current state model (continued)
- Process Debugging
- Often model runs much better than actual system
- Try to make the model run as poorly as the actual system
- Can often make improvements by reversing the changes
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- Future state model
- Use analysis tools and look for:
- Utilization > 95%
- Raw Process Time / Cycle Time ratio < 30%
- Long, infrequent outages
- High yield loss downstream causing high utilization upstream
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- Future state model (continued)
- Consider optimization tools to determine
- stocking levels
- lot sizes
- WIP/cycle time for given demand
- product mix
©2003-2006 Factory Physics, Inc.
VSM+
Example
- Two brackets (L, R)
- 18,400 p/mo
- Current cycle time is 23.6 days
- Value added time is 188 sec
NOTE: This material is taken from LEI source material and belongs to Lean Enterprise Institute, Inc., who owns its copyright, and is used here with permission.
©2003-2006 Factory Physics, Inc.
Current State Map (see handout)
Source: Lean Enterprise Institute
©2003-2006 Factory Physics, Inc.
The basic steps are …
- Choose a product flow in the value stream.
- Develop current state map and model based on existing conditions.
- Must validate that model reflects reality
- Create a future state model and map to reach goals for improved performance.
©2003-2006 Factory Physics, Inc.
Basic Factory Physics Model
- Items represent Demand that follow a Product Flow through a Plant
- Plants are composed of
- Product Flows
- Stock Points
- Schedules relate Demand time to Plant time
©2003-2006 Factory Physics, Inc.
Basic Factory Physics Model
- Product Flow composed of
- Routings assigned to Items containing
Steps involving
Process Centers (machines)
Work Groups (people)
- Stock Point: where inventory accumulates between Flows
©2003-2006 Factory Physics, Inc.
©2003-2006 Factory Physics, Inc.
Data elements for any model
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This data is available for company (or it wouldn’t be in mfg.)
©2003-2006 Factory Physics, Inc.
Throughput > Bottleneck Rate (BNR)
Utilization > 100%
©2003-2006 Factory Physics, Inc.
Something’s Wrong!
- Could not meet demand in time allowed
- Is actually clear from data …
- Demand = 18400 units per month
- 7.67 h/s * 2 s/d * 20 d/m = 306.67 h/mo
- = 18400 minutes per month
- Takt time = 60 sec
- Assembly # 1 takes 62 sec
©2003-2006 Factory Physics, Inc.
Add More Time
- Increase time available until we match observed cycle time
- Requires 17.6 h/d that includes some overtime
- Check Demand Analyzer again.
©2003-2006 Factory Physics, Inc.
In practice, this validation is done by asking, “Why?”
Why does the data given provide results that are not reflected in reality?
Throughput < Bottleneck Rate (BNR)
Utilization < 100%
©2003-2006 Factory Physics, Inc.
Flow benchmarking
| TH | 920 | Brackets/day |
| WIP | 21,730 | Brackets |
| BNR | 1,021.85 | Brackets/day |
| RPT | .0653 | days |
©2003-2006 Factory Physics, Inc.
Current TH and CT are on the marginal case
Fat zone
Lean zone
TH
CT
A high-level design assessment – too much WIP.
©2003-2006 Factory Physics, Inc.
The basic steps are …
- Choose a product flow in the value stream.
- Develop current state map and model based on existing conditions.
- Must validate that model reflects reality
- Create a future state model and map to reach goals for improved performance.
©2003-2006 Factory Physics, Inc.
Drill down on the components of cycle time
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To get the components of cycle time for a product
©2003-2006 Factory Physics, Inc.
Time factor is the largest component of queue time
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Drill down into Batch Cycle Time
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Batch Time is the largest component
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What if we reduce the process batch to 200 for each product?
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Cycle Time reduced from 25 days
Is there still room for improvement?
©2003-2006 Factory Physics, Inc.
Future state modeling
- Saw that Batch size was big driver of cycle time.
- Reduced batch size with huge improvement in cycle time
- What about the additional setups?
©2003-2006 Factory Physics, Inc.
No setups at Assembly #1 so increased setups did not affect throughput.
Assembly # 1 is still the bottleneck
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Balance Assembly #1 and #2
- Current Processing Times
- Assembly # 1 = 1.03 min
- Assembly # 2 = 0.67 min
- Average Processing Time = .85 min
- Average Process Rate = 70.59 units/hr
Balancing the two lines adds more time (waste?) to Assembly #2. Is it worthwhile?
©2003-2006 Factory Physics, Inc.
Change Process Rate on Assembly # 1 and Assembly # 2
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Cycle Time reduced from 2.17 days
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The rebalancing of the Assembly work station increased output and the bottleneck moved.
Weld #2 becomes bottleneck
Bottleneck rate increased from 1021 units/day.
BNR WENT UP, NEW BN BECAUSE STAMP HAS SHORTER SETUP TIMES
©2003-2006 Factory Physics, Inc.
Can we improve the availability?
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Reduce MTTR from 7.2 to 3 hours
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Availability increases by about 10%
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Cycle Time reduced from 1.85 days
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We continue …
- Stamping has a large setup time of one hour.
- Lets decrease it by ½ and see what affect it has on the cycle time
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Reduce setup time to 0.5 hrs
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Cycle Time reduced from 1.27 days
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We continue …
- We already decreased the process batch size to 200.
- Lets decrease it again by ½ and see what affect it has on the cycle time.
©2003-2006 Factory Physics, Inc.
Reduced from 10 to 5
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99% reduction of Cycle Time and WIP
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Capacity has increased 9% from 1,021.86 units/day
©2003-2006 Factory Physics, Inc.
Recap Improvement Steps
Reduce batch size to 200
Balance Assembly #1 and #2
Reduce MTTR at Weld #2 to 3 hrs
Reduce setup at Stamping to 0.5 hr
Reduce batch size to 100
©2003-2006 Factory Physics, Inc.
Recap Results
- Cycle time reduced 99%
- Customer service should increase
- Raw material inventory should decrease
- WIP reduced 99%
- Should reduce scrap
- Should improve quality
- Capacity increased 9%
- Reduce overtime or take on more demand
Sounds good but here’s where the “rubber meets the road.”
©2003-2006 Factory Physics, Inc.
The basic steps are …
- Choose a product flow in the value stream.
- Develop current state map and model based on existing conditions.
- Must validate that model reflects reality
- Create a future state model and map to reach goals for improved performance.
- Implement the most cost-effective improvements
©2003-2006 Factory Physics, Inc.
Implement Improvements
Reduce batch size to 200.
Policy change – minimum expense
Balance Assembly #1 & #2
Standard work design – minimum expense
Reduce MTTR at Weld #2 to 3 hrs.
SMED approach to repairs, maybe stock replacement parts – moderate expense
Day to day management decisions clarified, prioritized.
©2003-2006 Factory Physics, Inc.
Implement Improvements (continued)
Reduce setup at stamping to 0.5 hr.
SMED techniques – cost depends heavily on type of changes required to achieve reduction, e.g. setup carts vs. new fixtures.
Reduce batch size to 100
Policy change – minimum expense
Focused effort, predictable results.
©2003-2006 Factory Physics, Inc.
The basic steps are …
- Choose a product flow in the value stream.
- Develop current state map and model based on existing conditions.
- Must validate that model reflects reality
- Create a future state model and map to reach goals for improved performance.
- Implement the most cost-effective improvements
©2003-2006 Factory Physics, Inc.
Review
- Value Streams are composed of Demand, Transformation and Buffers.
- There are only three buffers for addressing variability
- The three buffers are:
- Inventory, Capacity and Time
- It’s “pay me now or pay me later”
©2003-2006 Factory Physics, Inc.
Review (continued)
- LeanPhysics Tools provide applications for optimizing each of the three buffers.
- We worked with practical optimization of the WIP/Time and Capacity buffers.
- Optimization of the Inventory buffer covered by the Stock Optimizer.
©2003-2006 Factory Physics, Inc.
Review (continued)
- Advantages of analytic modeling over Value Stream Mapping
- Provides additional information building on VSM
- Can easily handle multiple products and complex flows
- Much faster than VSM for initial analysis
- Provides financial optimization capability
©2003-2006 Factory Physics, Inc.
Review (continued)
- Advantages of analytic modeling over simulation:
- fewer data requirements
- quicker
- enables iteration to narrow down options if simulation required later