CN116273692A - Distributed high-speed injection valve combined control method, device, equipment and storage medium - Google Patents
Distributed high-speed injection valve combined control method, device, equipment and storage medium Download PDFInfo
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- 238000002347 injection Methods 0.000 title claims abstract description 306
- 239000007924 injection Substances 0.000 title claims abstract description 306
- 238000000034 method Methods 0.000 title claims abstract description 39
- 238000012545 processing Methods 0.000 claims abstract description 13
- 238000012163 sequencing technique Methods 0.000 claims abstract description 10
- 239000013598 vector Substances 0.000 claims description 71
- 238000005507 spraying Methods 0.000 claims description 12
- 238000004590 computer program Methods 0.000 claims description 9
- 238000000605 extraction Methods 0.000 claims description 9
- 238000004422 calculation algorithm Methods 0.000 claims description 8
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- 238000010304 firing Methods 0.000 description 6
- 238000007726 management method Methods 0.000 description 5
- 238000013473 artificial intelligence Methods 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 239000000243 solution Substances 0.000 description 4
- 239000007788 liquid Substances 0.000 description 3
- 239000003292 glue Substances 0.000 description 2
- 239000004973 liquid crystal related substance Substances 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 230000002093 peripheral effect Effects 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 230000009466 transformation Effects 0.000 description 2
- 230000000007 visual effect Effects 0.000 description 2
- 230000009471 action Effects 0.000 description 1
- 230000005587 bubbling Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000000802 evaporation-induced self-assembly Methods 0.000 description 1
- 238000003754 machining Methods 0.000 description 1
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- G—PHYSICS
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- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/04—Programme control other than numerical control, i.e. in sequence controllers or logic controllers
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B05—SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
- B05C—APPARATUS FOR APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
- B05C11/00—Component parts, details or accessories not specifically provided for in groups B05C1/00 - B05C9/00
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B05—SPRAYING OR ATOMISING IN GENERAL; APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
- B05C—APPARATUS FOR APPLYING FLUENT MATERIALS TO SURFACES, IN GENERAL
- B05C5/00—Apparatus in which liquid or other fluent material is projected, poured or allowed to flow on to the surface of the work
- B05C5/02—Apparatus in which liquid or other fluent material is projected, poured or allowed to flow on to the surface of the work the liquid or other fluent material being discharged through an outlet orifice by pressure, e.g. from an outlet device in contact or almost in contact, with the work
- B05C5/0225—Apparatus in which liquid or other fluent material is projected, poured or allowed to flow on to the surface of the work the liquid or other fluent material being discharged through an outlet orifice by pressure, e.g. from an outlet device in contact or almost in contact, with the work characterised by flow controlling means, e.g. valves, located proximate the outlet
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- G06F40/00—Handling natural language data
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
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Abstract
The invention relates to equipment control technology, and discloses a distributed high-speed injection valve combined control method, which comprises the following steps: identifying the equipment model corresponding to the injection valve equipment, inquiring equipment parameters of the injection valve equipment, and extracting the characteristics of the equipment parameters to obtain the characteristic parameters; inquiring the injection tasks corresponding to the injection valve equipment, calculating the support degree of the characteristic parameters and the injection tasks, and sequencing the injection valve equipment to obtain equipment sequences; detecting the working state of each device in the injection valve device, updating the device sequence to obtain a target sequence, calculating the utilization rate of the injection valve device for executing the injection task, and controlling the injection valve device to execute the injection task according to the target sequence if the utilization rate is smaller than a preset value to obtain an execution result; if the utilization rate is not smaller than the preset value, calculating the task grade of each task in the injection tasks, and controlling the injection valve equipment to execute the injection tasks to obtain an execution result. The invention aims to improve the processing efficiency of a distributed high-speed injection valve.
Description
Technical Field
The invention relates to the technical field of equipment control, in particular to a distributed high-speed injection valve combined control method, a device, equipment and a computer readable storage medium.
Background
The distributed high-speed injection valve is characterized in that the injection valve is used for pneumatically controlling a firing pin to swing to a valve head, when liquid flows into a space between the firing pin and a nozzle, the firing pin impacts the nozzle to generate liquid drops, the initial state of the injection valve is that gel fills a valve body channel, the upper part of the firing pin is pressed at the bottom of the nozzle by the weight of gel, an electromagnetic valve controls airflow action to lift the firing pin of the valve upwards, the nozzle of the visual glue dispenser injection valve is opened, external air pressure drives the liquid to fill the firing pin to move upwards to generate a valve body gap, glue flows out, and high-speed injection is realized.
Disclosure of Invention
The invention provides a method, a device, equipment and a storage medium for jointly controlling a distributed high-speed injection valve, and mainly aims to improve the processing efficiency of the distributed high-speed injection valve.
In order to achieve the above object, the present invention provides a distributed high-speed injection valve joint control method, including:
acquiring injection valve equipment to be controlled, identifying equipment model corresponding to the injection valve equipment, inquiring equipment parameters of the injection valve equipment according to the equipment model, and extracting characteristics of the equipment parameters to obtain characteristic parameters;
inquiring an injection task corresponding to the injection valve equipment, calculating the support degree of the characteristic parameter and the injection task according to the injection task, and sequencing the injection valve equipment according to the support degree to obtain an equipment sequence;
detecting the working state of each device in the injection valve device, updating the device sequence according to the working state to obtain a target sequence, calculating the utilization rate of the injection valve device for executing the injection task, and controlling the injection valve device to execute the injection task according to the target sequence if the utilization rate is smaller than a preset value to obtain an execution result;
And if the utilization rate is not smaller than a preset value, calculating the task grade of each task in the injection tasks, and controlling the injection valve equipment to execute the injection tasks according to the task grade to obtain an execution result.
Optionally, the extracting the characteristics of the device parameters to obtain the characteristic parameters includes:
identifying text information in the equipment model, and performing word segmentation processing on the text information to obtain text word segmentation;
calculating a weight value of each word in the text word segment, and taking the text word segment as a characteristic text of the text information when the weight value is larger than a preset threshold value;
inquiring the parameter category of the equipment parameter, and carrying out vector conversion on the parameter category and the characteristic text to obtain a plurality of parameter vectors and text vectors;
calculating the similarity between each parameter vector in the plurality of parameter vectors and the text vector;
and obtaining a target parameter vector in the plurality of parameter vectors according to the similarity, and taking the equipment parameter corresponding to the target parameter vector as a characteristic parameter.
Optionally, the calculating the similarity between each parameter vector of the plurality of parameter vectors and the text vector includes:
Calculating the similarity between each parameter vector of the plurality of parameter vectors and the text vector by the following formula:
wherein S (e, F) represents eachSimilarity of each parameter vector to the text vector, e i Representing the vector average of the ith parameter vector, F represents the vector average of the text vectors,
the square value of the vector mean representing the i-th parameter vector.
Optionally, the calculating, according to the spraying task, the support degree of the characteristic parameter and the spraying task includes:
acquiring subtasks in the spraying task, and respectively extracting the identifiers of the subtasks and the characteristic parameters to obtain a first identifier and a second identifier;
and calculating the support degree of the first mark and the second mark by using a preset support degree algorithm.
Optionally, the preset support algorithm includes:
wherein Z is j Representing the support degree of the first mark and the second mark, n represents the total number of the first mark and the second mark, T y Represents the y-th mark in the first mark, ln T y A logarithmic value representing the y-th identifier of the first identifier, G y Represents the y-th mark in the second mark, ln G y The logarithmic value of the y-th mark in the second mark is represented, max () represents the maximum value of the logarithmic difference value of the y-th mark in the first mark and the second mark, min represents the minimum value of the logarithmic difference value of the y-th mark in the first mark and the second mark, and θ represents the variable coefficient.
Optionally, updating the device sequence according to the working state to obtain a target sequence includes:
if the operating state exists in the working state, acquiring operating equipment corresponding to the operating state, scheduling operating data corresponding to the operating equipment, and inquiring a current task of the operating equipment;
calculating the completion rate of the current task according to the operation data, and updating the equipment sequence according to the completion rate to obtain a target sequence;
and if the operating state does not exist in the operating states, taking the equipment sequence as a target sequence of the injection valve equipment.
Optionally, the calculating the task level of each task in the spraying task includes:
calculating the task grade of each of the injection tasks by the following formula:
wherein T (c) represents a task level of each of the injection tasks, a represents a starting task value in the injection tasks, G i Representing the linear value corresponding to the ith task, H i Represents the priority coefficient corresponding to the ith task, Y (G i H i ) Representing the linear function corresponding to the ith task.
In order to solve the above problems, the present invention also provides a distributed high-speed injection valve combined control apparatus, the apparatus comprising:
The parameter extraction module is used for acquiring the injection valve equipment to be controlled, identifying the equipment model corresponding to the injection valve equipment, inquiring the equipment parameters of the injection valve equipment according to the equipment model, and extracting the characteristics of the equipment parameters to obtain the characteristic parameters;
the device ordering module is used for inquiring the injection tasks corresponding to the injection valve devices, calculating the support degree of the characteristic parameters and the injection tasks according to the injection tasks, and ordering the injection valve devices according to the support degree to obtain a device sequence;
the task execution module is used for detecting the working state of each device in the injection valve device, updating the device sequence according to the working state to obtain a target sequence, calculating the utilization rate of the injection valve device for executing the injection task, and controlling the injection valve device to execute the injection task according to the target sequence if the utilization rate is smaller than a preset value to obtain an execution result;
and the task grade calculation module is used for calculating the task grade of each task in the injection task if the utilization rate is not smaller than a preset value, and controlling the injection valve equipment to execute the injection task according to the task grade to obtain an execution result.
In order to solve the above-mentioned problems, the present invention also provides an electronic apparatus including:
at least one processor; the method comprises the steps of,
a memory communicatively coupled to the at least one processor; wherein,,
the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the distributed high-speed injection valve joint control method described above.
In order to solve the above-mentioned problems, the present invention also provides a computer-readable storage medium having stored therein at least one computer program that is executed by a processor in an electronic device to implement the above-mentioned distributed high-speed injection valve joint control method.
The invention can conveniently identify the equipment model corresponding to the injection valve equipment by acquiring the injection valve equipment to be controlled, provides guarantee for subsequent inquiry of the parameters corresponding to the injection valve equipment, and facilitates subsequent acquisition of the sequence of the injection valve equipment according to the injection tasks by inquiring the injection tasks corresponding to the injection valve equipment, wherein the invention can know the working details of each equipment in the injection valve equipment by detecting the working state of each equipment in the injection valve equipment, thereby facilitating subsequent reordering of the injection valve equipment; furthermore, it should be appreciated that when the usage rate is not less than a preset value, a task level is calculated for each of the injection tasks, facilitating subsequent execution of the injection tasks according to the task level. Therefore, the embodiment of the invention provides a method, a device, equipment and a storage medium for jointly controlling a distributed high-speed injection valve, which aim to improve the processing efficiency of the distributed high-speed injection valve.
Drawings
FIG. 1 is a schematic flow chart of a distributed high-speed injection valve combined control method according to an embodiment of the invention;
FIG. 2 is a functional block diagram of a distributed high-speed injection valve combined control apparatus according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an electronic device for implementing the distributed high-speed injection valve combined control method according to an embodiment of the present invention.
The achievement of the objects, functional features and advantages of the present invention will be further described with reference to the accompanying drawings, in conjunction with the embodiments.
Detailed Description
It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
The embodiment of the application provides a distributed high-speed injection valve combined control method. In the embodiment of the present application, the execution body of the distributed high-speed injection valve joint control method includes, but is not limited to, at least one of a service end, a terminal, and an electronic device that can be configured to execute the method provided in the embodiment of the present application. In other words, the distributed high-speed injection valve joint control method may be performed by software or hardware installed in a terminal device or a server device, and the software may be a blockchain platform. The service end includes but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, and the like. The server may be an independent server, or may be a cloud server that provides cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communications, middleware services, domain name services, security services, content delivery networks (Content Delivery Network, CDN), and basic cloud computing services such as big data and artificial intelligence platforms.
Referring to fig. 1, a flow chart of a distributed high-speed injection valve combined control method according to an embodiment of the invention is shown. In this embodiment, the distributed high-speed injection valve joint control method includes steps S1 to S4:
s1, acquiring injection valve equipment to be controlled, identifying equipment model corresponding to the injection valve equipment, inquiring equipment parameters of the injection valve equipment according to the equipment model, and extracting the characteristics of the equipment parameters to obtain the characteristic parameters.
According to the invention, by acquiring the injection valve equipment to be controlled, the equipment model corresponding to the injection valve equipment can be conveniently identified, and the guarantee is provided for subsequent inquiry of the parameters corresponding to the injection valve equipment.
The injection valve equipment is equipment for dispensing, dispensing can be rapidly performed through matching of a plurality of injection valves, the equipment model is a specific name corresponding to the injection valve equipment, the equipment model is generally composed of characters, numbers and English letters, the equipment model has good identification, further, the injection valve equipment to be controlled can be obtained through an equipment cloud platform, the equipment model corresponding to the injection valve equipment can be identified through an equipment identifier, and the equipment identifier is compiled by a script language.
According to the invention, the parameter information of the injection valve device can be known by inquiring the device parameter of the injection valve device according to the device model, so that the characteristic parameter in the device parameter can be conveniently extracted later, wherein the device parameter is various data information of the injection valve device, such as information of device power, power parameter, device principle and the like, and further, the device parameter of the injection valve device can be inquired through a parameter inquiry tool.
According to the invention, the important information in the equipment parameters can be obtained by extracting the characteristics of the equipment parameters, so that the subsequent sequencing of the injection valve equipment is facilitated, wherein the characteristic parameters are marked parameters in the equipment parameters.
As an embodiment of the present invention, the feature extracting the device parameter to obtain a feature parameter includes: identifying text information in the equipment model, performing word segmentation processing on the text information to obtain text words, calculating a weight value of each word in the text words, taking the text words as characteristic texts of the text information when the weight value is larger than a preset threshold, inquiring parameter types of the equipment parameters, performing vector transformation on the parameter types and the characteristic texts to obtain a plurality of parameter vectors and text vectors, calculating similarity of each parameter vector in the plurality of parameter vectors and the text vector, obtaining a target parameter vector in the plurality of parameter vectors according to the similarity, and taking the equipment parameters corresponding to the target parameter vector as characteristic parameters.
The text information is text content in the equipment model, the weight value represents importance degree of each word in the text word, the preset threshold value is 0.8, the text information can also be set according to an actual service scene, the parameter class is a class corresponding to each parameter in the equipment parameters, and the similarity represents similarity degree of the parameter vector and the text vector.
Further, text information in the equipment model can be identified through OCR word recognition technology, word segmentation processing can be carried out on the text information through an ik word segmentation device, parameter types of equipment parameters can be queried through a category query tool, the category query tool is compiled by Java language, and vector transformation can be carried out on the parameter types and the feature text through word2 vec.
As an optional embodiment of the present invention, the calculating a weight value of each word segment in the text word segment includes:
calculating the weight value of each word in the text word segmentation through the following formula:
wherein Y is a Weights representing each of the text tokensValue of C b A mapping value representing the b-th word of the text word, 
The feature vector covariance representing the b-th word of the text word, trace () represents the spatial filter function.
As an optional embodiment of the present invention, the calculating a similarity between each of the plurality of parameter vectors and the text vector includes:
calculating the similarity between each parameter vector of the plurality of parameter vectors and the text vector by the following formula:
wherein S (e, F) represents the similarity of each parameter vector to the text vector, e i Representing the vector average of the ith parameter vector, F represents the vector average of the text vectors,
the square value of the vector mean representing the i-th parameter vector.
S2, inquiring an injection task corresponding to the injection valve equipment, calculating the support degree of the characteristic parameter and the injection task according to the injection task, and sequencing the injection valve equipment according to the support degree to obtain an equipment sequence.
The invention is convenient for obtaining the sequence of the injection valve equipment according to the injection task by inquiring the injection task corresponding to the injection valve equipment, wherein the injection task is the injection work corresponding to the injection valve equipment, and further, the injection task corresponding to the injection valve equipment can be inquired through a task inquirer.
According to the invention, the relation between the characteristic parameter and the injection task can be known through the support degree of the characteristic parameter and the injection task, so that the subsequent sequencing processing of the injection valve equipment is facilitated, wherein the support degree represents the support degree of the characteristic parameter on the injection task.
As an embodiment of the present invention, the calculating, according to the injection task, the support degree of the feature parameter and the injection task includes: and acquiring subtasks in the spraying task, respectively extracting the subtasks and the characteristic parameters to obtain a first mark and a second mark, and calculating the support degree of the first mark and the second mark by using a preset support degree algorithm.
The subtasks are independent auxiliary tasks contained in the spraying tasks, the first mark and the second mark respectively represent marks or features which are convenient to identify in the subtasks and the feature parameters, further, the subtasks in the spraying tasks can be obtained through the task inquirer, the subtasks and the feature parameters can be respectively subjected to mark extraction through a mark extraction tool, and the mark extraction tool is compiled by Java language.
As an optional embodiment of the present invention, the preset support algorithm includes:
wherein Z is j Representing the support degree of the first mark and the second mark, n represents the total number of the first mark and the second mark, T y Represents the y-th mark in the first mark, ln T y A logarithmic value representing the y-th identifier of the first identifier, G y Represents the y-th mark in the second mark, ln G y The logarithmic value of the y-th mark in the second mark is represented, max () represents the maximum value of the logarithmic difference value of the y-th mark in the first mark and the second mark, min represents the minimum value of the logarithmic difference value of the y-th mark in the first mark and the second mark, and θ represents the variable coefficient.
According to the invention, the injection valve devices are sequenced according to the support degree to obtain a device sequence, and the injection valve devices can be sequenced according to the numerical value of the support degree, so that the device sequence can be conveniently adjusted subsequently, wherein the device sequence is a sequence obtained after the injection valve devices are sequenced according to the support degree.
As an embodiment of the present invention, the sequencing the injection valve devices according to the support degree, to obtain a device sequence includes: inquiring a task sequence corresponding to the injection task, marking the sequence number of the injection valve equipment according to the task sequence to obtain a target sequence number, and sequencing the injection valve equipment by combining the target sequence number and the support degree to obtain an equipment sequence.
The task sequence is the sequence of each task in the spraying task, the target sequence number is a sequence number obtained after marking the spraying valve device according to the task sequence, further, the spraying valve device can be marked with the sequence number through a marking tool, the marking tool comprises a LabelImg tool, the spraying valve device can be ordered through an ordering algorithm, and the ordering algorithm comprises an bubbling ordering method.
S3, detecting the working state of each device in the injection valve device, updating the device sequence according to the working state to obtain a target sequence, calculating the utilization rate of the injection valve device for executing the injection task, and controlling the injection valve device to execute the injection task according to the target sequence if the utilization rate is smaller than a preset value to obtain an execution result.
The invention can know the working details of each device in the injection valve devices by detecting the working state of each device in the injection valve devices, thereby facilitating the subsequent reordering of the injection valve devices, wherein the working state is the current state of the injection valve devices, and further, the working state of each device in the injection valve devices can be detected by a device detector.
According to the invention, the equipment sequence is updated according to the working state to obtain the target sequence, and whether the injection valve equipment is in operation or not can be known according to the working state, so that the equipment sequence is updated conveniently, wherein the target sequence is a sequence number obtained after the equipment sequence is reordered according to the working state.
As an embodiment of the present invention, the updating the device sequence according to the working state to obtain a target sequence includes: if the operating state exists in the working state, acquiring operating equipment corresponding to the operating state, scheduling operating data corresponding to the operating equipment, inquiring a current task of the operating equipment, calculating the completion rate of the current task according to the operating data, updating the equipment sequence according to the completion rate to obtain a target sequence, and if the operating state does not exist in the working state, taking the equipment sequence as the target sequence of the injection valve equipment.
The operation device is a device which is working in the injection valve device, the operation data are current operation data of the operation device, the current task is a task which needs to be completed by the operation device, and the completion rate is a percentage of the completion rate of the current task.
Further, as an optional embodiment of the present invention, the operation data corresponding to the operation device may be scheduled by a data scheduling system, the completion rate of the current task may be calculated by comparing the operation data with the current task, and the update of the device sequence may be implemented by an update instruction.
The invention can obtain the use condition of the injection valve device for executing the injection task by calculating the use rate of the injection valve device for executing the injection task, thereby being convenient for controlling the injection valve device to execute the injection task, wherein the use rate is the use efficiency of the injection valve device for executing the injection task, and further, the use rate of the injection valve device for executing the injection task can be obtained through simulation by a simulator.
It should be understood that when the usage rate is smaller than a preset value, the injection valve device is controlled to execute the injection task according to the target sequence, so as to obtain an execution result, and further complete the injection task of the injection valve device, where the preset value may be 0.8, or may be set according to an actual service scenario, and the execution result is an injection result of the injection valve device.
As an embodiment of the present invention, the controlling the injection valve apparatus to execute the injection task according to the target sequence, to obtain an execution result includes: and constructing a sequence code of the target sequence, acquiring the task duration of each task in the injection tasks, generating an execution instruction of the injection tasks according to the sequence code and the task duration, and controlling each device in the injection valve devices to execute the injection tasks by utilizing the execution instruction to obtain an execution result.
The sequence code is a source code corresponding to the target sequence, the task duration is the completion time of each task in the injection task, the execution instruction is a control instruction for executing the injection task, further, the sequence code of the target sequence can be constructed through a code library, the task duration of each task in the injection task can be obtained through a timer, and the execution instruction of the injection task can be generated through an instruction generator.
And S4, if the utilization rate is not smaller than a preset value, calculating the task grade of each task in the injection tasks, and controlling the injection valve equipment to execute the injection tasks according to the task grade to obtain an execution result.
It should be appreciated that when the usage rate is not less than a preset value, a task level of each of the injection tasks is calculated, so that the injection tasks are conveniently executed according to the task levels, wherein the task level is an importance level of each of the injection tasks.
As an embodiment of the present invention, the calculating a task level of each of the injection tasks includes:
calculating the task grade of each of the injection tasks by the following formula:
wherein T (c) represents a task level of each of the injection tasks, a represents a starting task value in the injection tasks, G i Representing the linear value corresponding to the ith task, H i Represents the priority coefficient corresponding to the ith task, Y (G i H i ) Representing the linear function corresponding to the ith task.
According to the task grade, the injection valve equipment is controlled to execute the injection task to obtain an execution result, so that the injection valve equipment is executed to complete the injection task, and the machining efficiency of the injection valve equipment is improved.
The invention can conveniently identify the equipment model corresponding to the injection valve equipment by acquiring the injection valve equipment to be controlled, provides guarantee for subsequent inquiry of the parameters corresponding to the injection valve equipment, and facilitates subsequent acquisition of the sequence of the injection valve equipment according to the injection tasks by inquiring the injection tasks corresponding to the injection valve equipment, wherein the invention can know the working details of each equipment in the injection valve equipment by detecting the working state of each equipment in the injection valve equipment, thereby facilitating subsequent reordering of the injection valve equipment; furthermore, it should be appreciated that when the usage rate is not less than a preset value, a task level is calculated for each of the injection tasks, facilitating subsequent execution of the injection tasks according to the task level. Therefore, the method for jointly controlling the distributed high-speed injection valve provided by the embodiment of the invention aims at improving the processing efficiency of the distributed high-speed injection valve.
Fig. 2 is a functional block diagram of a distributed high-speed injection valve combined control device according to an embodiment of the present invention.
The distributed high-speed injection valve combined control apparatus 100 of the present invention may be installed in an electronic device. Depending on the functions implemented, the distributed high-speed injection valve combined control apparatus 100 may include a parameter extraction module 101, a device ordering module 102, a task execution module 103, and a task class calculation module 104. The module of the invention, which may also be referred to as a unit, refers to a series of computer program segments, which are stored in the memory of the electronic device, capable of being executed by the processor of the electronic device and of performing a fixed function.
In the present embodiment, the functions concerning the respective modules/units are as follows:
the parameter extraction module 101 is configured to obtain an injection valve device to be controlled, identify a device model corresponding to the injection valve device, query a device parameter of the injection valve device according to the device model, and perform feature extraction on the device parameter to obtain a feature parameter;
the device ordering module 102 is configured to query an injection task corresponding to the injection valve device, calculate a support degree of the feature parameter and the injection task according to the injection task, and order the injection valve device according to the support degree to obtain a device sequence;
The task execution module 103 is configured to detect a working state of each device in the injection valve device, update the device sequence according to the working state to obtain a target sequence, calculate a usage rate of the injection valve device for executing the injection task, and if the usage rate is less than a preset value, control the injection valve device to execute the injection task according to the target sequence to obtain an execution result;
the task level calculation module 104 is configured to calculate a task level of each task in the injection tasks if the usage rate is not less than a preset value, and control the injection valve device to execute the injection tasks according to the task level, so as to obtain an execution result.
In detail, each module in the distributed high-speed injection valve combined control device 100 in the embodiment of the present application adopts the same technical means as the distributed high-speed injection valve combined control method described in fig. 1 and can produce the same technical effects, which are not described herein.
Fig. 3 is a schematic structural diagram of an electronic device 1 for implementing a distributed high-speed injection valve combined control method according to an embodiment of the present invention.
The electronic device 1 may comprise a processor 10, a memory 11, a communication bus 12 and a communication interface 13, and may further comprise a computer program stored in the memory 11 and executable on the processor 10, such as a distributed high-speed injection valve joint control method program.
The processor 10 may be formed by an integrated circuit in some embodiments, for example, a single packaged integrated circuit, or may be formed by a plurality of integrated circuits packaged with the same function or different functions, including one or more central processing units (Central Processing Unit, CPU), a microprocessor, a digital processing chip, a graphics processor, a combination of various control chips, and so on. The processor 10 is a Control Unit (Control Unit) of the electronic device 1, connects respective parts of the entire electronic device using various interfaces and lines, executes or executes programs or modules stored in the memory 11 (for example, executes a distributed high-speed injection valve joint Control method program or the like), and invokes data stored in the memory 11 to perform various functions of the electronic device and process data.
The memory 11 includes at least one type of readable storage medium including flash memory, a removable hard disk, a multimedia card, a card type memory (e.g., SD or DX memory, etc.), a magnetic memory, a magnetic disk, an optical disk, etc. The memory 11 may in some embodiments be an internal storage unit of the electronic device, such as a mobile hard disk of the electronic device. The memory 11 may in other embodiments also be an external storage device of the electronic device, such as a plug-in mobile hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card) or the like, which are provided on the electronic device. Further, the memory 11 may also include both an internal storage unit and an external storage device of the electronic device. The memory 11 may be used not only for storing application software installed in an electronic device and various types of data, such as codes of a distributed high-speed injection valve joint control method program, but also for temporarily storing data that has been output or is to be output.
The communication bus 12 may be a peripheral component interconnect standard (Peripheral Component Interconnect, PCI) bus, or an extended industry standard architecture (Extended Industry Standard Architecture, EISA) bus, among others. The bus may be classified as an address bus, a data bus, a control bus, etc. The bus is arranged to enable a connection communication between the memory 11 and at least one processor 10 etc.
The communication interface 13 is used for communication between the electronic device 1 and other devices, including a network interface and a user interface. Optionally, the network interface may include a wired interface and/or a wireless interface (e.g., WI-FI interface, bluetooth interface, etc.), typically used to establish a communication connection between the electronic device and other electronic devices. The user interface may be a Display (Display), an input unit such as a Keyboard (Keyboard), or alternatively a standard wired interface, a wireless interface. Alternatively, in some embodiments, the display may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, an OLED (Organic Light-Emitting Diode) touch, or the like. The display may also be referred to as a display screen or display unit, as appropriate, for displaying information processed in the electronic device and for displaying a visual user interface.
Fig. 3 shows only an electronic device with components, it being understood by a person skilled in the art that the structure shown in fig. 3 does not constitute a limitation of the electronic device 1, and may comprise fewer or more components than shown, or may combine certain components, or may be arranged in different components.
For example, although not shown, the electronic device 1 may further include a power source (such as a battery) for supplying power to each component, and preferably, the power source may be logically connected to the at least one processor 10 through a power management device, so that functions of charge management, discharge management, power consumption management, and the like are implemented through the power management device. The power supply may also include one or more of any of a direct current or alternating current power supply, recharging device, power failure detection circuit, power converter or inverter, power status indicator, etc. The electronic device 1 may further include various sensors, bluetooth modules, wi-Fi modules, etc., which will not be described herein.
It should be understood that the embodiments described are for illustrative purposes only and are not limited to this configuration in the scope of the patent application.
The distributed high-speed injection valve joint control method program stored in the memory 11 in the electronic device 1 is a combination of a plurality of instructions, which when executed in the processor 10, can realize:
Acquiring injection valve equipment to be controlled, identifying equipment model corresponding to the injection valve equipment, inquiring equipment parameters of the injection valve equipment according to the equipment model, and extracting characteristics of the equipment parameters to obtain characteristic parameters;
inquiring an injection task corresponding to the injection valve equipment, calculating the support degree of the characteristic parameter and the injection task according to the injection task, and sequencing the injection valve equipment according to the support degree to obtain an equipment sequence;
detecting the working state of each device in the injection valve device, updating the device sequence according to the working state to obtain a target sequence, calculating the utilization rate of the injection valve device for executing the injection task, and controlling the injection valve device to execute the injection task according to the target sequence if the utilization rate is smaller than a preset value to obtain an execution result;
and if the utilization rate is not smaller than a preset value, calculating the task grade of each task in the injection tasks, and controlling the injection valve equipment to execute the injection tasks according to the task grade to obtain an execution result.
In particular, the specific implementation method of the above instructions by the processor 10 may refer to the description of the relevant steps in the corresponding embodiment of the drawings, which is not repeated herein.
Further, the modules/units integrated in the electronic device 1 may be stored in a computer readable storage medium if implemented in the form of software functional units and sold or used as separate products. The computer readable storage medium may be volatile or nonvolatile. For example, the computer readable medium may include: any entity or device capable of carrying the computer program code, a recording medium, a U disk, a removable hard disk, a magnetic disk, an optical disk, a computer Memory, a Read-Only Memory (ROM).
The present invention also provides a computer readable storage medium storing a computer program which, when executed by a processor of an electronic device, can implement:
acquiring injection valve equipment to be controlled, identifying equipment model corresponding to the injection valve equipment, inquiring equipment parameters of the injection valve equipment according to the equipment model, and extracting characteristics of the equipment parameters to obtain characteristic parameters;
inquiring an injection task corresponding to the injection valve equipment, calculating the support degree of the characteristic parameter and the injection task according to the injection task, and sequencing the injection valve equipment according to the support degree to obtain an equipment sequence;
Detecting the working state of each device in the injection valve device, updating the device sequence according to the working state to obtain a target sequence, calculating the utilization rate of the injection valve device for executing the injection task, and controlling the injection valve device to execute the injection task according to the target sequence if the utilization rate is smaller than a preset value to obtain an execution result;
and if the utilization rate is not smaller than a preset value, calculating the task grade of each task in the injection tasks, and controlling the injection valve equipment to execute the injection tasks according to the task grade to obtain an execution result.
In the several embodiments provided in the present invention, it should be understood that the disclosed apparatus, device and method may be implemented in other manners. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the modules is merely a logical function division, and there may be other manners of division when actually implemented.
The modules described as separate components may or may not be physically separate, and components shown as modules may or may not be physical units, may be located in one place, or may be distributed over multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional module in the embodiments of the present invention may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit. The integrated units can be realized in a form of hardware or a form of hardware and a form of software functional modules.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential characteristics thereof.
The present embodiments are, therefore, to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference signs in the claims shall not be construed as limiting the claim concerned.
The embodiment of the application can acquire and process the related data based on the artificial intelligence technology. Among these, artificial intelligence (Artificial Intelligence, AI) is the theory, method, technique and application system that uses a digital computer or a digital computer-controlled machine to simulate, extend and extend human intelligence, sense the environment, acquire knowledge and use knowledge to obtain optimal results.
Furthermore, it is evident that the word "comprising" does not exclude other elements or steps, and that the singular does not exclude a plurality. A plurality of units or means recited in the system claims can also be implemented by means of software or hardware by means of one unit or means. The terms first, second, etc. are used to denote a name, but not any particular order.
Finally, it should be noted that the above-mentioned embodiments are merely for illustrating the technical solution of the present invention and not for limiting the same, and although the present invention has been described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications and equivalents may be made to the technical solution of the present invention without departing from the spirit and scope of the technical solution of the present invention.
Claims (10)
1. A method for the joint control of distributed high-speed injection valves, the method comprising:
acquiring injection valve equipment to be controlled, identifying equipment model corresponding to the injection valve equipment, inquiring equipment parameters of the injection valve equipment according to the equipment model, and extracting characteristics of the equipment parameters to obtain characteristic parameters;
inquiring an injection task corresponding to the injection valve equipment, calculating the support degree of the characteristic parameter and the injection task according to the injection task, and sequencing the injection valve equipment according to the support degree to obtain an equipment sequence;
Detecting the working state of each device in the injection valve device, updating the device sequence according to the working state to obtain a target sequence, calculating the utilization rate of the injection valve device for executing the injection task, and controlling the injection valve device to execute the injection task according to the target sequence if the utilization rate is smaller than a preset value to obtain an execution result;
and if the utilization rate is not smaller than a preset value, calculating the task grade of each task in the injection tasks, and controlling the injection valve equipment to execute the injection tasks according to the task grade to obtain an execution result.
2. The method for jointly controlling the distributed high-speed injection valves according to claim 1, wherein the feature extraction of the equipment parameters to obtain feature parameters comprises:
identifying text information in the equipment model, and performing word segmentation processing on the text information to obtain text word segmentation;
calculating a weight value of each word in the text word segment, and taking the text word segment as a characteristic text of the text information when the weight value is larger than a preset threshold value;
inquiring the parameter category of the equipment parameter, and carrying out vector conversion on the parameter category and the characteristic text to obtain a plurality of parameter vectors and text vectors;
Calculating the similarity between each parameter vector in the plurality of parameter vectors and the text vector;
and obtaining a target parameter vector in the plurality of parameter vectors according to the similarity, and taking the equipment parameter corresponding to the target parameter vector as a characteristic parameter.
3. The distributed high-speed injection valve joint control method according to claim 2, wherein the calculating the similarity of each of the plurality of parameter vectors to the text vector comprises:
calculating the similarity between each parameter vector of the plurality of parameter vectors and the text vector by the following formula:
wherein S (e, F) represents the similarity of each parameter vector to the text vector, e i Representing the vector average of the ith parameter vector, F represents the vector average of the text vectors,
the square value of the vector mean representing the i-th parameter vector.
4. The distributed high-speed injection valve joint control method according to claim 1, wherein the calculating of the degree of support of the characteristic parameter and the injection task according to the injection task includes:
acquiring subtasks in the spraying task, and respectively extracting the identifiers of the subtasks and the characteristic parameters to obtain a first identifier and a second identifier;
And calculating the support degree of the first mark and the second mark by using a preset support degree algorithm.
5. The distributed high-speed injection valve joint control method according to claim 4, wherein the preset support algorithm includes:
wherein Z is j Representing the support degree of the first mark and the second mark, n represents the total number of the first mark and the second mark, T y Represents the y-th identifier in the first identifier lnT y A logarithmic value representing the y-th identifier of the first identifier, G y Represents the y-th identifier in the second identifier lnG y The logarithmic value of the y-th mark in the second mark is represented, max () represents the maximum value of the logarithmic difference value of the y-th mark in the first mark and the second mark, min represents the minimum value of the logarithmic difference value of the y-th mark in the first mark and the second mark, and θ represents the variable coefficient.
6. The method for jointly controlling the distributed high-speed injection valves according to claim 1, wherein the step of updating the equipment sequence according to the operating state to obtain a target sequence comprises the steps of:
if the operating state exists in the working state, acquiring operating equipment corresponding to the operating state, scheduling operating data corresponding to the operating equipment, and inquiring a current task of the operating equipment;
Calculating the completion rate of the current task according to the operation data, and updating the equipment sequence according to the completion rate to obtain a target sequence;
and if the operating state does not exist in the operating states, taking the equipment sequence as a target sequence of the injection valve equipment.
7. The distributed high-speed injection valve joint control method according to claim 1, wherein said calculating a task level of each of the injection tasks includes:
calculating the task grade of each of the injection tasks by the following formula:
wherein T (c) represents a task level of each of the injection tasks, a represents a starting task value in the injection tasks, G i Representing the linear value corresponding to the ith task, H i Represents the priority coefficient corresponding to the ith task, Y (G i H i ) Representing the linear function corresponding to the ith task.
8. A distributed high-speed injection valve combined control apparatus, characterized in that the apparatus comprises:
the parameter extraction module is used for acquiring the injection valve equipment to be controlled, identifying the equipment model corresponding to the injection valve equipment, inquiring the equipment parameters of the injection valve equipment according to the equipment model, and extracting the characteristics of the equipment parameters to obtain the characteristic parameters;
The device ordering module is used for inquiring the injection tasks corresponding to the injection valve devices, calculating the support degree of the characteristic parameters and the injection tasks according to the injection tasks, and ordering the injection valve devices according to the support degree to obtain a device sequence;
the task execution module is used for detecting the working state of each device in the injection valve device, updating the device sequence according to the working state to obtain a target sequence, calculating the utilization rate of the injection valve device for executing the injection task, and controlling the injection valve device to execute the injection task according to the target sequence if the utilization rate is smaller than a preset value to obtain an execution result;
and the task grade calculation module is used for calculating the task grade of each task in the injection task if the utilization rate is not smaller than a preset value, and controlling the injection valve equipment to execute the injection task according to the task grade to obtain an execution result.
9. An electronic device, the electronic device comprising:
at least one processor; the method comprises the steps of,
a memory communicatively coupled to the at least one processor; wherein,,
The memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the distributed high-speed injection valve joint control method according to any one of claims 1 to 7.
10. A computer-readable storage medium storing a computer program, wherein the computer program, when executed by a processor, implements the distributed high-speed injection valve joint control method according to any one of claims 1 to 7.
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Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103902646A (en) * | 2013-12-27 | 2014-07-02 | 北京天融信软件有限公司 | Distributed task managing system and method |
| CN107844073A (en) * | 2017-09-15 | 2018-03-27 | 珠海格力电器股份有限公司 | Control method of electronic device, device, system, storage medium and processor |
| CN109441686A (en) * | 2018-10-24 | 2019-03-08 | 中船动力研究院有限公司 | Automatically controlled multistation polytypic injection valve device for detecting performance and detection method |
| CN110716796A (en) * | 2019-09-02 | 2020-01-21 | 中国平安财产保险股份有限公司 | Intelligent task scheduling method and device, storage medium and electronic equipment |
| CN111857192A (en) * | 2019-04-29 | 2020-10-30 | 新奥数能科技有限公司 | Method and device for regulating ejector |
| WO2021088700A1 (en) * | 2019-11-05 | 2021-05-14 | 京东数科海益信息科技有限公司 | Nozzle control method and apparatus, computer device and storage medium |
| CN113680611A (en) * | 2021-08-19 | 2021-11-23 | 易视智瞳科技（深圳）有限公司 | Visual system and visual method for evaluating parameters of injection valve in real time |
| DE102021202287A1 (en) * | 2021-03-09 | 2022-09-15 | Robert Bosch Gesellschaft mit beschränkter Haftung | Method and device for operating a fuel injector using machine learning methods |
| CN115385248A (en) * | 2022-08-22 | 2022-11-25 | 北京首钢股份有限公司 | Crown block control method, device, equipment and storage medium |
| CN115409041A (en) * | 2022-10-29 | 2022-11-29 | 深圳迅策科技有限公司 | Unstructured data extraction method, device, equipment and storage medium |
| CN115639762A (en) * | 2021-07-19 | 2023-01-24 | 中国移动通信集团浙江有限公司 | Intelligent robot scheduling method and device, computing equipment and computer storage medium |
| CN115686797A (en) * | 2022-11-18 | 2023-02-03 | 天翼数字生活科技有限公司 | Task scheduling method and device, storage medium and computer equipment |
| CN115774663A (en) * | 2022-09-15 | 2023-03-10 | 江苏瑞蓝自动化设备集团有限公司 | Optimization method, device, equipment and storage medium of LabVIEW test system |
-
2023
- 2023-03-14 CN CN202310282943.7A patent/CN116273692B/en active Active
Patent Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103902646A (en) * | 2013-12-27 | 2014-07-02 | 北京天融信软件有限公司 | Distributed task managing system and method |
| CN107844073A (en) * | 2017-09-15 | 2018-03-27 | 珠海格力电器股份有限公司 | Control method of electronic device, device, system, storage medium and processor |
| CN109441686A (en) * | 2018-10-24 | 2019-03-08 | 中船动力研究院有限公司 | Automatically controlled multistation polytypic injection valve device for detecting performance and detection method |
| CN111857192A (en) * | 2019-04-29 | 2020-10-30 | 新奥数能科技有限公司 | Method and device for regulating ejector |
| CN110716796A (en) * | 2019-09-02 | 2020-01-21 | 中国平安财产保险股份有限公司 | Intelligent task scheduling method and device, storage medium and electronic equipment |
| WO2021088700A1 (en) * | 2019-11-05 | 2021-05-14 | 京东数科海益信息科技有限公司 | Nozzle control method and apparatus, computer device and storage medium |
| DE102021202287A1 (en) * | 2021-03-09 | 2022-09-15 | Robert Bosch Gesellschaft mit beschränkter Haftung | Method and device for operating a fuel injector using machine learning methods |
| CN115639762A (en) * | 2021-07-19 | 2023-01-24 | 中国移动通信集团浙江有限公司 | Intelligent robot scheduling method and device, computing equipment and computer storage medium |
| CN113680611A (en) * | 2021-08-19 | 2021-11-23 | 易视智瞳科技（深圳）有限公司 | Visual system and visual method for evaluating parameters of injection valve in real time |
| CN115385248A (en) * | 2022-08-22 | 2022-11-25 | 北京首钢股份有限公司 | Crown block control method, device, equipment and storage medium |
| CN115774663A (en) * | 2022-09-15 | 2023-03-10 | 江苏瑞蓝自动化设备集团有限公司 | Optimization method, device, equipment and storage medium of LabVIEW test system |
| CN115409041A (en) * | 2022-10-29 | 2022-11-29 | 深圳迅策科技有限公司 | Unstructured data extraction method, device, equipment and storage medium |
| CN115686797A (en) * | 2022-11-18 | 2023-02-03 | 天翼数字生活科技有限公司 | Task scheduling method and device, storage medium and computer equipment |
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| Publication number | Publication date |
|---|---|
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