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智能制造英文版.
Intelligent manufacturing
An overview
Intelligent manufacturing deep in
artificial
intelligence research.
Generally
think that intelligence is the sum of
knowledge and intelligence, the former
is the
basis
of
intelligence,
the
latter
is
the
ability to acquire and apply knowledge
to
solve.
Intelligent
manufacturing
should
contain
intelligent manufacturing
technology
and intelligent manufacturing system.
The intelligence technique of
manufacture
is
refers
using
the
computer
simulation
marks
intelligent
activities
such
as expert's analysis, judgment,
inference,
idea and
decision-making and so on, and
fuses
organically these intelligent activity
and
the intelligent
machine, applies its
penetration in
entire manufacture
enterprise's each
subsystem (e.g.
management decision-
making, purchase,
product design,
productive plan,
manufacture,
assembly, quality assurance and market
sale
and so on).Realizes
the entire
manufacture
highly
operation the manage
to enterprise
flexibility
and integration, thus
substitutes or extends in the
manufacture
environment
expert's partial mental
labor,
and
carries on the collection, the
memory,
the
consummation, sharing, the
inheritance
and
the
development of the manufacturing
industry
expert's
intelligent information,
enhances
the production efficiency enormously
and the
advanced technique
of manufacture.
The intelligent
manufacture system
is
refers based on IMT (intelligent
manufacturing technology), by the
computer
synthesis
application artificial
intelligence
technology (e.g.
artificial
neural networks, genetic algorithm and
so on),
the intelligence
manufacture machine,
the
agent
technology,
the
parallel
projects,
the
life sciences and the systems
engineering
theory and the
method, in the
international
standardization and interchangeable
foundation, causes the entire
enterprise to
make each
subsystem to intellectualize
separately, and causes the manufacture
system
to form by the
network integrates, the
high
automated one king of
manufacture
system.
Intelligent manufacturing system can
not
only in practice
constantly enrich the
knowledge base,
have the function of
self-learning,
and collecting and
understanding of
environmental
information
and its information, analysis and
judgment
and the ability to
plan their actions.
The basic principle
Starting from the essential
feature of
intelligent manufacturing
system in
distributed manufacturing
network
environment,
according
to
the
basic
idea
of
distributed integration,In the
application
of distributed
artificial intelligence
theory
and
method
of
multi
Agent
system,
realize flexible
manufacturing unit of
the
intelligent and flexible manufacturing
system based on network intelligent
integration. According to the
characteristics of the distribution
system of
isomorphism in a
local area forms for
realizing
intelligent manufacturing
system
the
reflects also actual
the on based
internet-based
global
manufacturing
the
realization of the intelligent
manufacturing
system model
under the network
environment.
The overall
idea of distributed IMS
network:
IMS is
the
essential characteristics
of
the individual manufacturing unit of
autonomy and the system as
a whole
self-organizing ability, its
basic
pattern
is
distributed
more
intelligent
system.
Based
on this
understanding, and considering
the
internet-based global manufacturing
network
environment, we put
forward the Agent
based
distributed
IMS
network's
basic
idea,
as
shown
in figure 1. On the one hand,
through
the Agent give autonomy to each
manufacturing
unit, making
it a fully functional,
autonomy,
an independent entity; On the other
hand,
through the
coordination and
cooperation
between the Agent, gives system
self-organization ability.
Multi Agent system implementation
pattern
of the system is
easy to design,
implementation and
maintenance, reduce
the
complexity of the system, enhance the
system's
restructuring,
scalability
and
reliability, and improve the
flexibility,
adaptability
and
agility of
the system.
Based on
the above framework,
combined
with the CNC machining system,
development
and application
of distributed network
prototype
system by system manager,
mission
planning, design and producers of four
nodes.
Systems manager node including two
database server, database server and
Agent
system
is
responsible
for
the
management
of
the entire global database, available
for
access of nodes in the
prototype system
for
data
query,
read, storage and
retrieval
operations, and
for each node for data
exchange and
sharing, to provide a
public
system,
the
Agent
is
responsible
for
the
system
in the network and the external
interaction, through the Web server on
the
Internet home page of
the system, users
can
access
online
home
page
the
information
related to
obtaining the system, and
decide
to needs, own their to according
whether the system is to
meet these
requirements,
the
system
of
the
Agent
is
also
responsible for
monitoring the
interactions
between the various nodes on prototype
system,
such as
record and real-time display of
sending and receiving messages between
nodes,
task execution, etc.
Mission planning nodes by the task
manager and its Agent (task manager
Agent),
its main function
is to task planning,
from
the Internet
is
decomposed
into
several
subtasks, and then
through the way of
bidding,
bidding to the task allocation of each
node.
Design node by
CAD tools and its
proxy
Agent (design), it provides a good
man-machine
interface
so
that
designers
can
effectively and
computer interaction,
common
to complete the design task. CAD tools
to help
design personnel
according to user
requirements for
product design;
Designed the
Agent is responsible for online
registration,
cancellation
registration, database
management,
interaction with other
nodes,
decide
whether
to
accept
the
design
task
and
submit a task to task the sender.
Producers node is actually the project
research and development of an
intelligent
manufacturing
system (intelligent
manufacturing
unit), including
processing
center and its network proxy Agent
(machine).
The intelligent
adaptive machining
center
configuration. The CNC system is
controlled
by
intelligent controller processing
process,
to give full play
to the processing of
automated
processing equipment
potential,
improve processing efficiency; Have
certain
ability
of
self
diagnose
and
self
repair,
in
order to improve the
processing the
reliability
and
safety
of
the equipment
operation;
Have
the
ability
to
interact
with
the external environment; With open
architecture to support the system
integration and extension.
The prototype system work:
Every node in the system must be
registered
through the
network, to become the
formal
member
of
the
prototype
system
to
obtain
the
collaborate
to privileges,
corresponding
with other
nodes in the system, common
to
complete the system task. The whole
process
of operation of the
prototype system is
as
follows:
(1)
any
network
user
can
access
the
prototype system of the home page for
information about the system, but also
through the fill out and submit user
order
form provided by the
system home page
issued
orders
to
the
system;
(2)
if
received
and
accept
the
network
user's
orders,
Agent
system is to be deposited in the global
database, from the global database,
mission
planning nodes can
take out the order,
mission
planning, the task decomposition into
several
subtasks, and
assign these subtasks
prototype
system
access
nodes;
(3)
product
design
subtasks are assigned to design node,
the node
through
good
human-computer
interaction
to
complete product design
sub-tasks,
generate
the
corresponding CAD/CAPP data and
documents,
and
nc
code,
and
these
data
and
documents
in
the
global
database,
finally
submit
the
subtasks
to
mission
planning
nodes;
(4)
producers,
to assigned are
subtasks processing
once
the subtasks was accepted by the
producers nodes, machine Agent will be
allowed to read the necessary data from
the
global database, and to
transfer the
data to
the
processing center, processing
center,
according to these data and command to
finish
processing
the
subtasks,
and
the
running
status information transmitted to the
machine
Agent,
machine
Agent
returns
the
result
to the
mission planning nodes, submit the
subtask;
(5) in the system during the running of
the
whole, the Agent is the
interaction
between
the
various nodes in the system for
recording,
such as message
sending and receiving,
a
global database data read and write,
query the
node name, type,
address, ability, and
task
completion,
etc.
(
6)
Network
client
can
understand
order
execution
and
results.
The development
Intelligent
manufacturing deep in
artificial
intelligence research.
Artificial
intelligence is the intelligence of
implementation of using artificial
method on
the
complicated as the
WanShanHua
and the structure of the product
performance
and refinement,
as well as the function
of
diversification, prompting a surge in
product
design information
and process
information
contained, with internal information
flow
increase of production
line and
production
equipment, manufacturing process and
management
information
must
also
soared,
a
hotspot and frontier, and thus prompt
the
development
of
manufacturing
technology
to
improve manufacturing system for the
explosive growth of manufacturing
information processing ability,
efficiency
and scale. At
present, the advanced
manufacture
equipment left the
information
input cannot operate, flexible
manufacturing
system (FMS)
once they are cut off the
source
of
information
will
immediately
cease
to
work.
Expert
thinks,
the
manufacturing
system
is
driven
by the original energy into
information driven, this requires a
flexible
manufacturing
system
requires
not
only,
but
also show that the intelligent,
otherwise it
is
difficult to deal with such a large
amount
of workload and
complex information.
Secondly,
the complex environment of rapidly
changing
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