CN107657800A - A kind of Industrial Boiler steel pipe welding data collecting system - Google Patents

A kind of Industrial Boiler steel pipe welding data collecting system Download PDF

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Publication number
CN107657800A
CN107657800A CN201710912993.3A CN201710912993A CN107657800A CN 107657800 A CN107657800 A CN 107657800A CN 201710912993 A CN201710912993 A CN 201710912993A CN 107657800 A CN107657800 A CN 107657800A
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welding
node
information
steel
mrow
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CN201710912993.3A
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黄信文
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Shenzhen Shengda Machine Design Co Ltd
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Shenzhen Shengda Machine Design Co Ltd
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Priority to CN201710912993.3A priority Critical patent/CN107657800A/en
Publication of CN107657800A publication Critical patent/CN107657800A/en
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    • GPHYSICS
    • G08SIGNALLING
    • G08CTRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
    • G08C17/00Arrangements for transmitting signals characterised by the use of a wireless electrical link
    • G08C17/02Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06KGRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K17/00Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
    • G06K17/0022Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisions for transferring data to distant stations, e.g. from a sensing device
    • G06K17/0029Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisions for transferring data to distant stations, e.g. from a sensing device the arrangement being specially adapted for wireless interrogation of grouped or bundled articles tagged with wireless record carriers
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W84/00Network topologies
    • H04W84/18Self-organising networks, e.g. ad-hoc networks or sensor networks
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B23MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
    • B23KSOLDERING OR UNSOLDERING; WELDING; CLADDING OR PLATING BY SOLDERING OR WELDING; CUTTING BY APPLYING HEAT LOCALLY, e.g. FLAME CUTTING; WORKING BY LASER BEAM
    • B23K37/00Auxiliary devices or processes, not specially adapted to a procedure covered by only one of the preceding main groups

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Signal Processing (AREA)
  • Arc Welding In General (AREA)

Abstract

The invention provides a kind of Industrial Boiler steel pipe welding data collecting system, it is made up of the weld information acquisition subsystem based on wireless sensor network and total system computer, the electric current and information of voltage of steel-pipe welding on weld information acquisition subsystem collection welding bench, and information is uploaded to total system computer disposal by the electric current of steel-pipe welding and information of voltage by wired ethernet.The present invention realizes the total quality monitoring and data acquisition of steel-pipe welding process based on wireless sensor network and REID.

Description

A kind of Industrial Boiler steel pipe welding data collecting system
Technical field
The present invention relates to steel-pipe welding monitoring technical field, and in particular to a kind of Industrial Boiler steel pipe welding data collecting system System.
Background technology
The quality of Pipe Welding Quality is related to overcritical and ultra supercritical power generation boiler operatiopn safety, can reflect one The overcritical and ultra supercritical power generation boiler welding technique level and production management level of individual boiler factory.At present, most producers Pipe Welding Quality management is write down notes soon to realize at the scene by artificial, is not realized to the complete of each technological process The automatic monitoring of journey digitlization in real time, and record and preserve process data.So, the producer at all can not be in process Historical data is traced.Due to not identified to every steel pipe, also the weld seam of each steel pipe is not identified, Completed in factory and be judged as welding the product for meeting quality by quality inspection, sometimes be considered as when transporting to mounting site Substandard product, it tends to be difficult to differentiate.In addition, each processing technology, which has, to be completed in different location and by different operative employees, The discontinuous and incomplete of steel-pipe welding information can usually be caused, be possibly even wrong so as to be brought uncertain to quality analysis Factor by mistake.
With the development of computer networking technology, digitized monitoring system can be with to existing Pipe Welding Quality pipe Reason brings very big improvement and provides many facilities to the producer.But take wired information monitoring system can not completely Meets the needs of Pipe Welding Quality monitoring well.Because steel pipe processing environment is very severe, scene may accumulate greatly everywhere Dimension material, great inconvenience is brought to the deployment and maintenance for having line monitoring system.Therefore, we build a kind of wireless data and adopted Collection and processing system, to realize to the comprehensive monitoring of each technological process during steel-pipe welding, to facilitate the producer both can be with Tube quality is grasped and analyzed in real time, historical data can be traced again.
The content of the invention
In view of the above-mentioned problems, the present invention provides a kind of Industrial Boiler steel pipe welding data collecting system.
The purpose of the present invention is realized using following technical scheme:
A kind of Industrial Boiler steel pipe welding data collecting system is provided, by the weld information based on wireless sensor network Acquisition subsystem and total system computer composition, weld information acquisition subsystem gather the electricity of the steel-pipe welding on welding bench Stream and information of voltage, and information is uploaded to total system by wired ethernet by the electric current of steel-pipe welding and information of voltage and calculated Machine processing.
Preferably, the weld information acquisition subsystem include wireless sensor network, welding data processing computer and The first bar code scanning device with RFID less radio-frequency functions;On the wireless sensor network collection welding bench The electric current and information of voltage of steel-pipe welding, and the electric current of steel-pipe welding and information of voltage are sent to welding data processing and calculated Machine;There is the bar code for identifying its unique number on every steel pipe, when welding bench carries out weld job by with RFID First bar code scanning device of less radio-frequency function extracts its numbering, and is transmitted to welding data processing computer, then welds The treated weld information with bar code number is uploaded to total system computer by data handling machine.
Further, in addition to flaw detection management subsystem, the flaw detection management subsystem are scanned by flaw detection computer, flaw detection Equipment and the second bar code scanning device composition with RFID less radio-frequency functions, have the second of RFID less radio-frequency functions Bar code scanning device obtains the bar code number for being ready for detecting a flaw steel pipe and is uploaded to flaw detection computer;In the image sets with seam inspection After conjunction, the flaw detection information with bar code number is uploaded to total system computer.
Beneficial effects of the present invention are:Steel-pipe welding process is realized based on wireless sensor network and REID Total quality monitoring and data acquisition.
Brief description of the drawings
Using accompanying drawing, the invention will be further described, but the embodiment in accompanying drawing does not form any limit to the present invention System, for one of ordinary skill in the art, on the premise of not paying creative work, can also be obtained according to the following drawings Other accompanying drawings.
The structured flowchart of Fig. 1 present invention;
Fig. 2 is the structure connection block diagram of weld information acquisition subsystem of the present invention.
Reference:
Weld information acquisition subsystem 1, total system computer 2, flaw detection management subsystem 3, wireless sensor network 4, weldering Connect data handling machine 5, there is the first bar code scanning device 6 of RFID less radio-frequency functions.
Embodiment
The invention will be further described with the following Examples.
Referring to Fig. 1, Fig. 2, a kind of Industrial Boiler steel pipe welding data collecting system of the present embodiment offer, by based on wireless The weld information acquisition subsystem 1 and total system computer 2 of sensor network form, the collection weldering of weld information acquisition subsystem 1 The electric current and information of voltage of the steel-pipe welding on workbench are connect, and the electric current of steel-pipe welding and information of voltage are passed through into wired ether Information is uploaded to total system computer 2 and handled by net.
In one embodiment, the weld information acquisition subsystem 1 includes wireless sensor network 4, at welding data Manage computer 5, there is the first bar code scanning device 6 of RFID less radio-frequency functions;The collection of wireless sensor network 4 weldering The electric current and information of voltage of the steel-pipe welding on workbench are connect, and the electric current of steel-pipe welding and information of voltage are sent to welding number According to processing computer 5;There is the bar code for identifying its unique number on every steel pipe, when welding bench carries out weld job Its numbering is extracted by the first bar code scanning device 6 with RFID less radio-frequency functions, and is transmitted to welding data processing and calculates Machine 5, then welding data processing computer 5 the treated weld information with bar code number is uploaded to total system meter Calculation machine 2.
In one embodiment, in addition to flaw detection management subsystem 3, it is described flaw detection management subsystem 3 by flaw detection computer, Scanning device of detecting a flaw and the second bar code scanning device composition with RFID less radio-frequency functions, have RFID less radio-frequency work( Second bar code scanning device of energy obtains the bar code number for being ready for detecting a flaw steel pipe and is uploaded to flaw detection computer;With seam inspection Image combination after, the flaw detection information with bar code number is uploaded to total system computer 2.
In one embodiment, the wireless sensor network 4 includes base station and multiple welding parameters measurement functional node, Described welding parameter measurement functional node is divided into welding parameter acquisition node and leader cluster node by node election contest, wherein welding Parameter acquisition node is used for the electric current and information of voltage for gathering steel-pipe welding, and leader cluster node is used to collect welding parameter in cluster and gathered The electric current and information of voltage for the steel-pipe welding that node is sent, in addition to the base station communicated to connect with welding data processing computer 5, Electric current and the voltage letter of the electric current and information of voltage of the steel-pipe welding that the leader cluster node gathers itself and the steel-pipe welding collected Base station is transferred to after breath fusion.
The above embodiment of the present invention realizes steel-pipe welding process based on wireless sensor network 4 and REID Total quality monitors and data acquisition.
In one embodiment, described welding parameter measurement functional node is divided into welding parameter by node election contest and gathered Node and leader cluster node, are specifically included:
(1) in the leader cluster node election contest of each round, welding parameter measurement functional node calculates epicycle according to the following formula Threshold value:
In formula, UaRepresent the threshold value that welding parameter measurement functional node a calculates in epicycle, Qa、QaORespectively welding ginseng Number measurement functional node a current remaining, primary power, communication range of the definition positioned at welding parameter measurement functional node Interior other welding parameters measurement functional node measures the neighbor node of functional node, K for the welding parameteraSurveyed for welding parameter Functional node a neighbor node number is measured, K is that the welding parameter that wireless sensor network includes measures functional node number, and e is The weight coefficient of setting, and span is set as (0.6,1);
(2) welding parameter measurement functional node application tandom number generator generates the random number between one 0 to 1 at random, And judge whether the threshold value for being less than its calculating, if so, then welding parameter measurement functional node is successfully elected as leader cluster node, it is no It is then welding parameter acquisition node.
The present embodiment devises leader cluster node election strategy, and the strategy ensure that the randomness of leader cluster node election, also make Obtaining the high welding parameter measurement functional node of residual energy value in the big region of neighbor node density has higher probability to be elected as Leader cluster node, it is simple and convenient so that elected leader cluster node can obtain more between minimizing energy consumption and providing network service Good equilibrium, so as to be advantageous to the life cycle of prolonging wireless sensor network 4, saves the electric current and information of voltage of steel-pipe welding Acquisition cost.
In one embodiment, after all leader cluster nodes are determined, welding parameter acquisition node obtains each of oneself The relevant information of neighbours' leader cluster node, according to the vital values of each neighbours' leader cluster node of associated information calculation oneself, wherein phase Closing information includes the energy of the current remaining of neighbours' leader cluster node, the electric current of one steel-pipe welding of transmission and information of voltage bag Expense, the energy expense of the electric current for receiving steel-pipe welding and information of voltage bag and up to the present by the leader cluster node Welding parameter acquisition node number as cluster head;
Welding parameter acquisition node selected from the neighbours' leader cluster node of oneself vital values maximum one as oneself Cluster head, other do not have the nearest leader cluster node of the welding parameter acquisition node chosen distance of neighbours' leader cluster node to add cluster, wherein The vital values of leader cluster node calculate according to the following formula:
In formula, TjRepresent that welding parameter acquisition node calculates the vital values of its j-th of neighbours' leader cluster node, QjFor the jth The current remaining of individual neighbours' leader cluster node,The electric current of a steel-pipe welding is sent for j-th of neighbour leader cluster node With the energy expense of information of voltage bag,The electric current and voltage of a steel-pipe welding are received for j-th of neighbour leader cluster node The energy expense of packet, KjFor up to the present j-th of neighbour leader cluster node is adopted as the welding parameter of cluster head Collect interstitial content.
The present embodiment is according to the current remaining of leader cluster node and two factor designs of energy expense estimated node The calculation formula of vital values so that the vital values calculated can preferably reflect that current cluster head node continues to other welding The ability of parameter acquisition node, welding parameter acquisition node are used as cluster head, energy by choosing vital values for maximum leader cluster node The reliability that the electric current and information of voltage of enough steel-pipe weldings for maximumlly improving itself collection are received and merged.
In one embodiment, when welding parameter acquisition node with corresponding leader cluster node is more hop distances, welding parameter Acquisition node selects the optimal conduct via node of an ability value in its neighbor node, is added to closest cluster, its Defined in the calculation formula of neighbor node ability value be:
In formula, WiRepresent the ability value of i-th of neighbor node of welding parameter acquisition node, QiSaved for i-th of neighbour The current remaining of point,The energy of electric current and information of voltage bag for i-th of neighbor node, one steel-pipe welding of transmission Measure expense,The energy expense of electric current and information of voltage bag for i-th of neighbor node, one steel-pipe welding of reception, MjFor Welding parameter acquisition node number in i-th of neighbor node communication range, Di0For i-th of neighbor node with it is right Answer the distance between leader cluster node, niFor the neighbor node number of welding parameter acquisition node, α, β are the weight coefficient of setting, 0 <α,β<1。
The present embodiment sets the trunk node selection strategy of welding parameter acquisition node, the strategy maintained from energy and away from Two from cost angles are set out, and define the ability value calculation formula of neighbor node, and therefrom choose the maximum neighbours of ability value Node is advantageous to ensure the electric current of steel-pipe welding and the reliability of information of voltage transmission in cluster, saved in cluster as via node The electric current and information of voltage of steel-pipe welding are delivered to the energy consumption of leader cluster node.
Finally it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than the present invention is protected The limitation of scope is protected, although being explained with reference to preferred embodiment to the present invention, one of ordinary skill in the art should Work as understanding, technical scheme can be modified or equivalent substitution, without departing from the reality of technical solution of the present invention Matter and scope.

Claims (6)

1. a kind of Industrial Boiler steel pipe welding data collecting system, it is characterized in that, believed by the welding based on wireless sensor network Acquisition subsystem and total system computer composition are ceased, weld information acquisition subsystem gathers the steel-pipe welding on welding bench Electric current and information of voltage, and information is uploaded to total system meter by the electric current of steel-pipe welding and information of voltage by wired ethernet The processing of calculation machine.
2. a kind of Industrial Boiler steel pipe welding data collecting system according to claim 1, it is characterized in that, the welding letter Cease acquisition subsystem include wireless sensor network, welding data processing computer and with RFID less radio-frequency functions first Bar code scanning device;The electric current and information of voltage of steel-pipe welding on the wireless sensor network collection welding bench, And the electric current of steel-pipe welding and information of voltage are sent to welding data and handle computer;Having identification on every steel pipe, its is unique The bar code of numbering, when welding bench carries out weld job by the first bar code scanning with RFID less radio-frequency functions Equipment extracts its numbering, and is transmitted to welding data processing computer, and then welding data handles computer by treated band The weld information for having bar code number is uploaded to total system computer.
3. a kind of Industrial Boiler steel pipe welding data collecting system according to claim 1, it is characterized in that, in addition to flaw detection Subsystem is managed, the flaw detection management subsystem is by flaw detection computer, flaw detection scanning device and has RFID less radio-frequency functions The second bar code scanning device composition, have RFID less radio-frequency functions the second bar code scanning device obtain be ready for visiting The bar code number for hindering steel pipe is uploaded to flaw detection computer;After the image with seam inspection combines, the flaw detection with bar code number is believed Breath is uploaded to total system computer.
4. a kind of Industrial Boiler steel pipe welding data collecting system according to claim 1, it is characterized in that, the wireless biography Sensor network includes base station and multiple welding parameters measurement functional node, and described welding parameter measurement functional node passes through node Election contest is divided into welding parameter acquisition node and leader cluster node, and wherein welding parameter acquisition node is used for the electric current for gathering steel-pipe welding And information of voltage, leader cluster node are used to collect the electric current for the steel-pipe welding that welding parameter acquisition node is sent and voltage letter in cluster Breath, in addition to the base station with welding data processing computer communication connection, the steel-pipe welding that the leader cluster node gathers itself Base station is transferred to after electric current and the information of voltage fusion of electric current and information of voltage and the steel-pipe welding collected.
5. a kind of Industrial Boiler steel pipe welding data collecting system according to claim 4, it is characterized in that, described welding Parameter measurement function node is divided into welding parameter acquisition node and leader cluster node by node election contest, specifically includes:
(1) in the leader cluster node election contest of each round, welding parameter measurement functional node calculates the threshold of epicycle according to the following formula Value:
<mrow> <msub> <mi>U</mi> <mi>a</mi> </msub> <mo>=</mo> <msqrt> <mrow> <mi>e</mi> <msup> <mrow> <mo>(</mo> <mfrac> <msub> <mi>Q</mi> <mi>a</mi> </msub> <msub> <mi>Q</mi> <mrow> <mi>a</mi> <mi>O</mi> </mrow> </msub> </mfrac> <mo>)</mo> </mrow> <mn>2</mn> </msup> <mo>+</mo> <mrow> <mo>(</mo> <mn>1</mn> <mo>-</mo> <mi>e</mi> <mo>)</mo> </mrow> <msup> <mrow> <mo>(</mo> <mfrac> <msub> <mi>K</mi> <mi>a</mi> </msub> <mi>K</mi> </mfrac> <mo>)</mo> </mrow> <mn>2</mn> </msup> </mrow> </msqrt> </mrow>
In formula, UaRepresent the threshold value that welding parameter measurement functional node a calculates in epicycle, Qa、QaORespectively welding parameter measures Functional node a current remaining, primary power, definition are located at its in the communication range of welding parameter measurement functional node His welding parameter measurement functional node measures the neighbor node of functional node, K for the welding parameteraFunction is measured for welding parameter Node a neighbor node number, K are that the welding parameter that wireless sensor network includes measures functional node number, and e is setting Weight coefficient;
(2) welding parameter measurement functional node application tandom number generator generates the random number between one 0 to 1 at random, and sentences Disconnected threshold value for whether being less than its calculating, if so, then welding parameter measurement functional node is successfully elected as leader cluster node, otherwise for Welding parameter acquisition node.
6. a kind of Industrial Boiler steel pipe welding data collecting system according to claim 5, it is characterized in that, the e's sets It is (0.6,1) to determine span.
CN201710912993.3A 2017-09-30 2017-09-30 A kind of Industrial Boiler steel pipe welding data collecting system Pending CN107657800A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112247596A (en) * 2020-10-22 2021-01-22 广州文冲船厂有限责任公司 Pipe flange production line communication system

Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030001726A1 (en) * 1999-08-09 2003-01-02 Micron Technology, Inc. RFID material tracking method and apparatus
US20030236590A1 (en) * 2002-06-12 2003-12-25 Samsung Electronics Co., Ltd. Apparatus and method of recognizing position and direction of mobile robot
CN101801115A (en) * 2009-12-30 2010-08-11 上海工业自动化仪表研究院 Steel pipe welding data collecting and processing system based on wireless sensor network
CN102014455A (en) * 2010-11-23 2011-04-13 北京航空航天大学 Wireless sensor network clustering routing method based on correlation among nodes
CN102749900A (en) * 2012-06-26 2012-10-24 广州中国科学院沈阳自动化研究所分所 Welding quality management system
CN103139862A (en) * 2012-11-22 2013-06-05 江南大学 Wireless sensor network multi-source data fusion method based on queries
CN103220216A (en) * 2013-04-22 2013-07-24 南京邮电大学 Wireless body area network routing method based on region division
CN104080144A (en) * 2014-07-18 2014-10-01 重庆邮电大学 Gradient based energy-efficient uneven clustering data forwarding method
CN105898821A (en) * 2016-05-17 2016-08-24 北京邮电大学 Adaptive clustering method based on active threshold setting
CN206146855U (en) * 2016-11-08 2017-05-03 邦达诚科技(常州)有限公司 Defectoscope work monitoring system
CN106900025A (en) * 2017-03-15 2017-06-27 重庆邮电大学 A kind of wireless sensor network clustering routing based on double cluster heads

Patent Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030001726A1 (en) * 1999-08-09 2003-01-02 Micron Technology, Inc. RFID material tracking method and apparatus
US20030236590A1 (en) * 2002-06-12 2003-12-25 Samsung Electronics Co., Ltd. Apparatus and method of recognizing position and direction of mobile robot
CN101801115A (en) * 2009-12-30 2010-08-11 上海工业自动化仪表研究院 Steel pipe welding data collecting and processing system based on wireless sensor network
CN102014455A (en) * 2010-11-23 2011-04-13 北京航空航天大学 Wireless sensor network clustering routing method based on correlation among nodes
CN102749900A (en) * 2012-06-26 2012-10-24 广州中国科学院沈阳自动化研究所分所 Welding quality management system
CN103139862A (en) * 2012-11-22 2013-06-05 江南大学 Wireless sensor network multi-source data fusion method based on queries
CN103220216A (en) * 2013-04-22 2013-07-24 南京邮电大学 Wireless body area network routing method based on region division
CN104080144A (en) * 2014-07-18 2014-10-01 重庆邮电大学 Gradient based energy-efficient uneven clustering data forwarding method
CN105898821A (en) * 2016-05-17 2016-08-24 北京邮电大学 Adaptive clustering method based on active threshold setting
CN206146855U (en) * 2016-11-08 2017-05-03 邦达诚科技(常州)有限公司 Defectoscope work monitoring system
CN106900025A (en) * 2017-03-15 2017-06-27 重庆邮电大学 A kind of wireless sensor network clustering routing based on double cluster heads

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112247596A (en) * 2020-10-22 2021-01-22 广州文冲船厂有限责任公司 Pipe flange production line communication system

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