cont. from part 1
3. Lean Manufacturing
Lean manufacturing is a management philosophy derived from the
Toyota Production System. It is focused on the elimination of waste
in various forms from the production process. The Toyota Production
System originally identified seven different types of waste, or
Muda--a Japanese term meaning uselessness, futility, or wastefulness.
The seven wastes describe resources that are often wasted in the
manufacturing process:
1. Transportation: Every time a product is moved in a process
it adds time. It also runs a risk of being lost, damaged, or delayed,
and it does not add any value to the product that is being transported.
2. Inventory: Raw materials, works in progress (WIPs), and completed
products represent capital outlay that is producing no income.
If items are not being actively processed, they are considered
to be wasting time and capital.
3. Motion: Excess motion of machinery contributes to wear on equipment,
while excess movement of operators can contribute to repetitive
stress injuries. Motion also increases the possibility of accidents
that can damage equipment or injure personnel.
4. Waiting: If a product is not being processed, it is waiting-
wasting both time and space. Most products spend most of their
lifetime in a manufacturing plant waiting.
5. Overprocessing: Anytime more work or operations are performed
on a product than is necessary, it is considered to be overprocessed.
This includes tools that are more precise or expensive than required
or machinery that is overly complex.
6. Overproduction: When more goods are produced than is required
by existing orders from customers, the product is overproduced.
Creating large batches of product often creates this condition
since customer needs can change while product is being made. Many
consider this to be the worst from of waste since it can hide and
generate the other forms of Muda. Overproduction leads to excess
inventory, more storage space, and additional movement of product.
7. Defects: Extra cost is incurred in handling the part, wasted
material, rescheduling of production, and extra transportation
of defects.
Lean manufacturing uses a number of tools in identifying and eliminating
waste. The application of the lean methodology is often paired
with that of Six Sigma and used within the management, manufacturing,
and quality departments. This gives rise to the term Lean Six Sigma
as an approach to business and manufacturing. The two systems can
be used together to complement and reinforce each other as a strategy
to make systems more efficient.
One of the basic tenets of the Toyota Production System and lean
philosophies is that of just-in-time (JIT). This is an operation
system where materials are moved through a system and are delivered
with precise timing just as they are needed. This reduces in-process
inventory and the associated carrying costs. To accomplish this,
information about the process must be monitored carefully to ensure
that product flows smoothly.
Another Japanese term used in the Toyota Production System is
Mura, which means "unevenness" or "irregularity." Leveling
production and eliminating waste through the application of the
proper techniques should lead to a smooth and predictable workflow.
Mura is avoided by applying JIT techniques properly.
A third Japanese term describing waste is the word Muri, meaning "unreasonableness" or "impossible
beyond one's power." Another way to describe Muri is the overburdening
of machinery or personnel.
Examples of Muri are workers performing dangerous tasks or working
at a pace beyond their physical limits. The concept also applies
to machinery and running a system or production line beyond its
designed capabilities.
3.1 Kanban and "Pull"
To meet the objectives of JIT, one of the techniques used is Kanban.
This is a manual system that uses signals between different points
in the manufacturing process. Kanban applies to both deliveries
to the factory and to individual workstations. The signal may consist
of cards or tickets that indicate the status of a bin or storage
area or simply an empty bin. These act as a trigger to replace
the bin with a full one and order new parts.
Electronic methods of Kanban are sometimes used within enterprise
software systems. Triggers in this case may be manual or automatic.
If stock of a particular component is depleted by the amount of
the Kanban card, electronic signaling can be used to generate a
purchase order with a predefined quantity to a vendor.
Arrangements are made with the vendor to ensure that material
is delivered within a defined lead time at a specified price. The
result of a successful Kanban system is the delivery of a steady
stream of containers of parts throughout the workday. Each container
usually holds a small supply of parts or materials, and empty containers
are replaced by full ones. An example of the implementation of
Kanban might be a three-bin system, where one bin is on the factory
floor in use, one bin is in the storeroom, and a third bin is always
ready at the supplier's location. When the bin being used has been
consumed, it is sent with its Kanban card to the supplier. The
bin is replaced on the factory floor with the bin from the storeroom.
The supplier then delivers a full bin to the factory storeroom,
completing the loop.
To track Kanban cards, a visual scheduling tool called a Heijunka
Box is sometimes used. This is a rack or series of boxes placed
on a wall to hold Kanban cards. A row for each component is labeled
with the name of the component or product. Columns are used to
represent time intervals of production. Cards are often made in
different colors to make it easier to identify the status of upcoming
production runs.
Heijunka is a Japanese term meaning production smoothing. It originates
from the Toyota Production System and the concept that production
flow will vary naturally and that the capacity of machinery and
personnel will be forced or overburdened at certain times (Muri).
In supply chain management, one of the concepts that drives production
is "push" versus "pull." In a push strategy,
product is pushed toward the consumer. Forecasting of customer
demand is used to predict how much of a product will be needed.
This can lead to excess or insufficient inventory since there is
always inaccuracy in forecasting. In a pull strategy, production
is based on consumer demand and response to specific orders. Material
or parts are replaced on demand, and only what is needed is produced.
This does not mean that products must be made to order to satisfy
JIT and the pull system. A limited inventory is often kept on hand
or in process and is replenished as it is consumed. A Kanban system
is a means to this end.

FIG. 2 Heijunka Box.
3.2 Kaizen
Continuous improvement, or kaizen, is a major element of the TQM
system and is used in manufacturing, engineering, and business
management. It involves all employees of a company, from the CEO
to production workers. By improving and standardizing processes,
waste is eliminated, achieving the goals of lean methodology.
Kaizen is a daily process that teaches employees to apply a scientific
method to the identification and elimination of waste. It can be
applied individually, but often small groups are formed to look
at specific applications or work areas. The group may be guided
by a line supervisor but may also be assisted or led by people
trained in Six Sigma techniques.
Kaizen events are often organized as a weeklong activity to address
a specific issue. They are sometimes referred to as a "Kaizen
Blitz." They are generally very limited in scope and involve
all personnel involved in the process. Results from a kaizen event
are often used in later events after careful evaluation.
A kaizen cycle can be divided into several steps. The first is
to standardize an operation or its activities-in other words, ensuring
that a system is in place in the beginning. The next step is to
measure the operation using whatever measurement is appropriate.
Examples include cycle time, waste material, in-process inventory,
or defective parts. These measurements are then compared to the
design requirements of the operation. Innovations and improvements
can then be applied to the process and, hopefully, improve productivity.
In turn, the results of this cycle become the new standard, which
is used as the basis for the next kaizen, and the cycle repeats.
Another name for this cycle is PDCA-an acronym for Plan-Do Check-Act
or Plan-Do-Check-Adjust. The planning stage is used to establish
the objectives and processes necessary to achieve the desired results.
Doing involves implementing the plan, executing the process, or
making the product. Data collection about the process is also performed
during this step. The checking stage studies the results gathered
during the previous step. Comparing the results to what was expected
is made easier by charting the data and making it easier to spot
trends. The acting or adjusting stage is used to apply corrective
actions to the process. The PDCA cycle predates kaizen by many
years and has its roots in the origination of the scientific method
hundreds of years ago.

FIG. 3 Pick-to-light.
3.3 Poka-Yoke
Safeguards that are built into a process in order to reduce the
possibility of making an error are referred to in lean manufacturing
by the Japanese term poka-yoke. This error-proofing technique is
used to prevent, correct, or draw attention to mistakes as they
occur.
The originator of the term was a Japanese industrial engineer
named Shigeo Shingo who acted as a consultant to Toyota in the
1960s and 1970s. Shingo believed that errors were inevitable in
any manufacturing process, but if mistakes were detected or prevented
before products were shipped, the cost of these mistakes to the
company would be reduced. Detecting a mistake as it is being made
is known as a warning poka-yoke, while preventing the mistake is
called a control poka-yoke.
Three types of poka-yoke are recognized as methods of detecting
and preventing errors in a production system. The contact method
tests a product's shape, color, size, weight, or other physical
property.
This method is often implemented in automated processes by using
sensors and test stations. The fixed-value, or constant number,
method alerts the operator if a number of movements have not been
made.
The motion-step, or sequence, method determines whether the required
steps in a sequence have been followed. In automation, this method
is performed by creating a fault in a system when a step is either
not completed within a prescribed time or if an actuator does not
complete its movement correctly.
In manual assembly, there are several techniques that are used
to error-proof assemblies. Pick-to-light systems use signals to
guide operators through the correct assembly process by blinking
a light at the correct bin location for the component that is to
be installed.
Sensors are used to detect whether a part was removed from the
proper location and/or installed correctly. Manual tools, such
as torque drivers, can be used to ensure that the proper angle
and torque are achieved when installing screws. Carefully shaped
fixturing and tooling are used to prevent parts from being placed
incorrectly, and embedded sensors validate placement.
Ideally, mistakes are detected as they occur. Production lines
often have test stations at several points in the process to eliminate
further processing of reject parts. Test devices, such as gauges,
leak testers, machine vision, and weighing systems, are used to
flag parts or mark them for removal. Reject bins or reject spurs
are equipped with sensors or identification systems to ensure parts
do not proceed through production.
3.4 Tools and Terms
Lean manufacturing tools have been developed over years of refinement
to improve the efficiency of production. In addition to the techniques
of Kanban, kaizen, and poka-yoke, other methods to aid in the organization
of the workplace and analysis of data have been adopted by many
manufacturers.
Standardized work instructions (SWI) allow processes to be completed
in a consistent, timely, and repeatable manner. This technique
involves testing work processes in order to determine the most
efficient and accurate way to accomplish a task. Work instructions
are created using photos, simple text, and diagrams to clearly
indicate what an operator is to do. Employees often want to do
things their own ways, but developing the most appropriate method
to accomplish a task is a critical element of process improvement.
Workers should be encouraged to challenge the instructions and
help make improvements, but consistency is reinforced when everyone
is completing tasks in the "current best way." The 5S
system creates a workplace that is clean, organized, and free of
materials not needed for production. The 5S system, sometimes called
the "visual workplace" or "visual factory," is
a housekeeping tool with five behaviors intended to make the workplace
more effective.
Sort 1. : Decide which items are needed to accomplish the task
and remove all others.
Straighten/Set in Order 2. : Organize the items in a work area
so that they can be accessed quickly. Make a place for everything,
and put everything in its place.
Sweep/Shine 3. : Clean and inspect everything in the work area.
Perform equipment and tool maintenance regularly.
Standardize 4. : Use standard procedures and instructions for
all work. Use discipline and structure to maintain consistency.
Sustain/Self-Discipline 5. : Continue to maintain the 5S efforts
through auditing and documentation. Ensure that employees understand
company expectations and the need for an uncluttered and organized
workplace.
Value stream mapping (VSM) is used to design and analyze the flow
of products or information between key work processes. This technique
is used to differentiate value adding activities from non value-adding
ones and reduce waste. Software tools and templates are available
for accomplishing this task, but VSM is often performed by teams
drawing diagrams by hand. Shigeo Shingo suggested that value-added
steps be drawn horizontally across the center of a page and non-value-added
steps represented by vertical lines at right angles to the value
stream. Shingo referred to the value-added steps as the process
and the "waste" steps as operations. Separating the steps
allows them to be evaluated using different methods; VSM often
leads to the discovery of hidden waste activities.
OEE is used to monitor and improve the effectiveness of manufacturing
processes. It is described in terms of its application to machinery.
Statistical process control (SPC) refers to the application of
statistical tools to the monitoring and control of a process in
order to ensure it operates at full potential. The goal of a process
is generally to produce as much conforming product as possible
with a minimum of waste. Inspection methods detect defective product
after it is made, while SPC emphasizes early detection and prevention
of problems. SPC is not only used to detect waste; it can reduce
the time that it takes to produce a product. It is used to identify
bottlenecks in a process, waiting times, and sources of delay.
SPC can be used on any process where the output of conforming product
(product meeting specifications) can be measured.
SPC monitors a process by using control charts. Control charts
use objective criteria to distinguish background variation ("noise")
from significant events. The first step in SPC is to map the process,
breaking it down into individual steps. This can be done using
a flowchart or a list of subprocesses. Typical variables identified
during the process mapping step include downtime, defects, delays,
and cost. The next step is to measure sources of variation using
control charts. A common type of control chart is a line chart.
The line chart is used to correlate measurements over time or a
number of samples.
By adding an average line to the line chart, a run chart is generated.
A run chart shows the variations of the process from the average
over time. Adding upper control limits (UCL) and lower control
limits (LCL) creates a control chart.

FIG. 4 Control chart.
The type of data that is being collected determines the type of
control chart to use. Attribute control charts include p charts,
np charts, c charts, and u charts. Types of variable control charts
include Xbar-R charts, Xbar-s charts, moving average and moving
range charts, individual charts, and run charts. Descriptions and
further treatment of these can be found in SPC books or online.
Control charts provide a graphical method of viewing when a process
exceeds control limits, but there are many rules that must be applied
to the statistical results to determine whether a process is stable
or not. If none of the various detection triggers occurs, the process
is determined to be stable. If a process is found to be unstable
other tools, such as Ishikawa diagrams, designed experiments, and
Pareto charts, can be used to identify sources of excessive variation.
Ishikawa diagrams, also known as fishbone or herringbone diagrams,
are line drawings that show the causes of a specific event. Causes
are usually grouped into categories such as people, methods, machines,
materials, measurement, and environment, which are then further
subdivided into potential factors contributing to error.
====

FIG. 5 Ishikawa or "fishbone" diagram.
Factors Contributing to Defect Measurements Inspectors Calibration
Devices Suppliers Plastic Fasteners Operators Training Shifts Defect
Temperature Humidity Environment Methods Machines Tooling Speed
Tip Angle Ultrasonic Weld Pick & Place Materials Personnel
====
4. Systemization
The information and discussion in this section of the section
is solely the opinion of the author after observation of the working
methods used in various companies.
The tools discussed in this section are just that: tools. Like
any tool they can be misapplied and misused. Tools do not perform
any work themselves; they have to be applied by people. Therein
lies the problem: everyone does things differently. One of the
key elements of implementing a successful business, project, or
machine is systemization. This can be described as a method of
ensuring that things are done the same "current best way" every
time.
With all the tools and resources available, it is sometimes easy
to arrive at "analysis paralysis," where a great deal
of time is spent determining which solution or solutions to apply
to a problem, but no solution is ever applied. A systematic method
of choosing a solution involves careful analysis of the problem,
establishing a deadline for selecting a method, and application
of the solution based on a criteria such as most appropriate, least
time-consuming, lowest cost, simplest, and so on. It is important
not to implement multiple solutions that may be at cross-purposes
with each other.
Many lean manufacturing and Six Sigma experts are very experienced
in selecting the appropriate solution; bringing in outside help
for defining and solving company problems can be a wise investment.
Even if the correct tools are used, incorrect inputs can lead
to errors in output. There is an acronym for this used in the computer
industry, GIGO, or "garbage in, garbage out." This not
only applies to programs and algorithms; it also applies in the
business world. As an example, when discussing a problem with involved
personnel, their opinion can be colored by relationships with other
people also involved. An unbiased opinion can be hard to obtain,
and direct observation of operations is usually the preferred method.
Ideally all information used as input to solve a problem should
be quantifiable.
4.1 Job and Task Descriptions
The SWI described in the previous section apply to processes typically
found in the manufacturing environment. They are often represented
by pictures of activities and numbered, written descriptions of
how a specific task is to be done. This same method can be applied
to nearly any job function in the workplace, although it may not
be necessary to post them in a public location as you might see
on a factory floor.
All too often the most basic of job descriptions do not exist
in many businesses. Employees are hired as "manufacturing
engineers," "buyers," "sales," or "maintenance," as
if these functions are the same in every business. This can lead
to disappointment and frustration when jobs are not performed as
expected.
Ideally job and job function descriptions should be provided to
employees before the first day of work. This provides a list of
expectations and general functional descriptions for each position
in a company. This should be a "living" document that
is updated on a regular basis as job functions evolve, which they
generally do over time. The document should start with a general
overall description of the position, the title of the person filling
the position, where in the overall management hierarchy the position
falls, and the names of employees that relate with the person in
this position on a regular basis. This gives new employees a sense
of belonging within the overall organization and within their department.
After the general description of the position, an outline of the
functions within that job should be listed. This can be broken
down into as many levels as necessary; again this should be an
evolving document. The statement "it's not my job" should
never occur within an organization that has a properly documented
list of job function descriptions. As conflicts appear as to where
a particular function falls within an organizational map, the issue
should be documented for discussion at the next job function meeting.
Of course, until the conflict is resolved someone still has to
perform the task.
Job function meetings should be held at least on a monthly basis
initially. They can be informal and last as little time as necessary,
but they should never be put off or ignored. Input should be gathered
from every person possibly affected by a change in function; members
attending the meeting should include at a minimum immediate supervisors
of the position being discussed; department heads should also be
involved if possible.
Feedback from employees should be a part of the process. In the
initial stages of documenting a job and its functions, it may take
several kaizen-type meetings to produce a satisfactory initial
document. As the document is fleshed out, the process can be done
on a more periodic basis and with less involvement by non-affected
personnel. Since the description falls under the "current
best way" category, efforts should be made to keep the document
as accurate as possible.
4.2 Communications
As part of daily activities in the workplace people engage in
many different forms of communication. Verbal, electronic, printed,
or handwritten and even nonverbal methods are commonly used.
Choice of the proper method of communications is a critical part
of the business process.
Meetings are a major component of most business methods. They
are intended to be a method of two-way communications between individuals
or groups of people. All too often they end up being more of a
one-way method, where a presenter provides information to a group
of people without much feedback. This type of meeting is often
more appropriately done through a written method for two important
reasons. The first reason is that meetings take more time than
reading a presentation. They are also less flexible in terms of
timing; they are scheduled for a specific time during which everyone
must stop what they are doing and attend. So the first disadvantage
is that of time.
The second reason applies to more than just meetings: verbal presentations
are often not documented. Sometimes an outline is presented to
attendees; people may even take notes. The problem here is that
there is no guarantee that the important information was received
and understood by all attendees in the same way. This reemphasizes
the importance of clear, written communications in business.
Meetings can serve an important function: when two-way communications
are needed between individuals or groups, they are the most efficient
way to exchange information or come to an agreement. Even here
it is important to document them with written communications so
that there is not later disagreement over what actually took place.
Most people in larger organizations would agree that too much of
their time is taken up by meetings. One way to reduce the number
of meetings is to determine whether they can be replaced with written
forms of communication.
Conversations between individuals should also often be documented
by written communications. If an important decision or instruction
is not documented, there may be disagreements later as to what
was actually said. The statements "you never told me" or "that's
not what I/you said" should never be made if proper communication
methods are chosen. With the development of technologies such as
personal communication devices able to send texts or e-mails, there
is simply no excuse for miscommunication or misinterpretation.
Especially for project-based work, documented communication between
coworkers and vendors/customers is critical.
4.3 Hiring and Training
The hiring process often includes rigorous analysis of a prospective
employee's experience and skill set, suitability for a position,
and ability to "fit in" with an organization. Candidates
are often interviewed by multiple people, including (hopefully)
peers familiar with the person's field of expertise. If an employee
is being hired for a position that requires specific skills, testing
of the candidate should be part of the process. Examples in the
technical field might be generating CAD drawings, writing a short
program, fabricating a part, or troubleshooting a machine. Decisions
on whether a candidate for a position is to be hired are usually
based on various factors, including personality, experience, skills,
and compensation requirements.
Even with all this careful examination of a candidate, there is
a variety of skills that will likely not match exactly. Every company
has a different method of accomplishing tasks, and new employees
often need guidelines or training to completely mesh with their
new organization.
If the job and task descriptions described in Sec. 4.1 (above)
are detailed enough they can serve as an important training tool.
Examples of previous work or projects can also be a useful element
in the training process. If an employee with a similar job function
is available, he or she may also be assigned to help with the orientation
process.
Even with all these internal resources, sometimes outside help
must be obtained to facilitate the training process. Vendors such
as distributors' and manufacturers' representatives can be an excellent
resource for product-specific training. They will often provide "lunch
and learn" activities in order to help promote their products.
Trade shows also often provide hands-on training on many products.
Skills such as CAD/CAM and lean manufacturing techniques are often
taught by independent companies and consultants. Establishing a
budget for employee training can be a wise investment for a company
provided employee retention is high. Training programs are often
administered by the human resources department.
A common problem is balancing training with retention of employees.
Companies often hire personnel at a relatively low pay rate with
the intent of training them into a position, only to find that
once the employee's skills have increased, he or she has become
more marketable and goes to find a higher-paying job. It is important
that companies stay competitive in the job market while still controlling
their own bottom line.
4.4 Engineering and Project Notebooks
An important tool often used by inventors, engineers, and designers
is the engineering or project notebook. The intent is to capture
vital details of the engineering process and create an ongoing
record of the project. Observations, ideas, and even meeting notes
help provide a timeline for the project. Formal engineering notebooks
are often used as a permanent record of a project accessible by
all members; these are usually bound books (so that all pages are
accounted for), written in ink (pencil and erasable ink are not
acceptable), with all entries dated and signed. There are often
formal methods of making corrections (no Wite-Out, a single line
drawn through errors), and they may even contain signatures of
team members who attended project meetings.
While formal engineering notebooks may be used in large companies
and engineering firms, they are not common in factories and industrial
plants. Perhaps people believe that they take too much time to
maintain or they have simply never heard of them.
I have created a notebook for every project I have ever been involved
with. While breaking nearly every rule listed above (mine are usually
written in pencil, I use loose-leaf binders, and I do not sign
anything or expect others to), I still find them very useful. I
have often gone back to a project notebook to review how I solved
a particular problem or wrote a piece of code.
In addition, I use a different notebook to keep records and ideas
in that do not fall into a particular project. My project notebooks
are always available for other team members or employees to look
at, but my personal notebook contains scheduling information, random
thoughts, and even passwords for the various web sites and unimportant
accounts I am signed up for. In some ways it is a hybrid journal
and life-project notebook.
As mentioned earlier in this section, I am a big believer in written
communications and records. Many times I have visited a plant to
evaluate a project only to find that there is insufficient information
on a machine or system to be able to properly estimate the time
it would take to solve the problem. Documentation is the primary
and most important tool used in troubleshooting. This not only
applies to the formal documentation that is supplied with a manufactured
system, but also to the maintenance records and notes that operators
and technicians keep on the equipment. For the cost of some paper
and a little bit of time, it is possible to save thousands of dollars
by simply recording the events in a system's history.
This can also be extended to the business world. By keeping written
documentation of daily events, it is much less likely that tasks
will be forgotten. There are various electronic devices such as
personal data assistants (PDAs), laptops, iPads, or even cell phones
that can aid in this task, but I personally still prefer the handwritten
method.
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