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2021-02-13 20:07
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2021年2月13日发(作者:bob)









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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