CN110390605B - Transformation scheme pushing method and device - Google Patents

Transformation scheme pushing method and device Download PDF

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CN110390605B
CN110390605B CN201910677596.1A CN201910677596A CN110390605B CN 110390605 B CN110390605 B CN 110390605B CN 201910677596 A CN201910677596 A CN 201910677596A CN 110390605 B CN110390605 B CN 110390605B
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industry
attribute information
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product type
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CN110390605A (en
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关小竞
邵森
梁库
牛翠华
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Enn China Gas Investment Co ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0637—Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/04—Manufacturing
    • 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
    • Y02P90/30—Computing systems specially adapted for manufacturing

Abstract

The invention provides a transformation scheme pushing method and a device, wherein the method comprises the following steps: acquiring a target transformation scheme, wherein the target transformation scheme is a transformation scheme used when a first production system is transformed; determining first attribute information corresponding to the first production system, wherein the first attribute information is used for representing attributes of the first production system; for each target customer in the at least one customer, determining second attribute information corresponding to a second production system, wherein the second production system is a production system currently used by the target customer, and the second attribute information is used for representing attributes of the second production system; determining the matching degree of the first production system and the second production system according to the first attribute information and the second attribute information; and if the matching degree is greater than a preset matching degree threshold value, pushing a target reconstruction scheme to the target client. The scheme can improve the efficiency of pushing the transformation scheme to the client.

Description

Transformation scheme pushing method and device
Technical Field
The invention relates to the technical field of computers, in particular to a transformation scheme pushing method and device.
Background
Aiming at enterprises of customizing sales and the like of production systems, with the continuous emergence of new equipment and new technology, the new equipment and the new technology can be utilized to reform the production system built for customers so as to achieve the purposes of saving energy consumption, improving production efficiency and the like for the customers. For example, for a natural gas selling enterprise, a gas using system in use by a customer may be modified based on new equipment or new technology, so as to improve the gas utilization rate of the gas using system.
At present, after an enterprise develops new equipment or new technology, each client can be traversed to determine whether the existing production system is suitable for the new equipment or the new technology, modification schemes can be respectively formulated for the suitable clients based on the new equipment or the new technology, and then the formulated modification schemes are respectively sent to the corresponding clients so as to develop services for modifying the existing production system.
For the existing method for pushing the modification scheme to the customer, because each customer needs to be manually traversed to determine whether the existing production system is suitable for new equipment or new technology, and the modification scheme needs to be formulated for each suitable customer, the efficiency of pushing the modification scheme is low.
Disclosure of Invention
The embodiment of the invention provides a transformation scheme pushing method and device, which can improve the efficiency of pushing a transformation scheme to a client.
In a first aspect, an embodiment of the present invention provides a transformation scheme pushing method, including:
obtaining a target transformation scheme, wherein the target transformation scheme is a transformation scheme used when a first production system is transformed;
determining first attribute information corresponding to the first production system, wherein the first attribute information is used for representing attributes of the first production system;
for each target client of the at least one client, performing:
determining second attribute information corresponding to a second production system, wherein the second production system is a production system currently used by the target customer, and the second attribute information is used for representing attributes of the second production system;
determining the matching degree of the first production system and the second production system according to the first attribute information and the second attribute information;
and if the matching degree is greater than a preset matching degree threshold value, pushing the target modification scheme to the target customer.
Alternatively,
the first attribute information includes: any one or more of a first industry to which the first production system belongs, a first device type of each device included in the first production system, and a first product type of a product produced by the first production system;
the second attribute information includes: any one or more of a second industry to which the second production system belongs, a second equipment type of each equipment included in the second production system, and a second product type of a product produced by the second production system.
Optionally, the determining the matching degree of the first production system and the second production system according to the first attribute information and the second attribute information includes:
determining a first industry point corresponding to the first industry and determining a second industry point corresponding to the second industry;
respectively determining first device type integrals corresponding to each first device type, and respectively determining second device type integrals corresponding to each second device type;
determining a first product type score corresponding to the first product type and determining a second product type score corresponding to the second product type;
substituting the first industry score, the second industry score, each first device type score, each second device type score, the first product type score and the second product type score into the following formula to calculate the matching degree between the first production system and the second production system;
Figure BDA0002143783930000031
wherein the epsilon characterizes the degree of match; said p is1Characterizing the first line integral; said p is2Characterizing the second industry point; q is a number ofi1Characterizing an ith said first device type score; q is a number ofi2Characterizing an ith said second device type score; the n represents the number of the first equipment types; said t is1Characterizing the first product type score; said t is2Characterizing the second product type score.
Alternatively,
the determining a first industry point corresponding to the first industry and determining a second industry point corresponding to the second industry includes:
determining a first industry point corresponding to the first industry and a second industry point corresponding to the second industry according to a preset industry point mapping rule, wherein the higher the similarity of the two industries in the industry point mapping rule is, the closer the industry points corresponding to the two industries are;
the determining first device type scores corresponding to each of the first device types, respectively, and determining second device type scores corresponding to the second device types, respectively, includes:
respectively determining first device type integrals corresponding to the first device types and second device type integrals corresponding to the second device types according to a preset device type integral mapping rule, wherein the higher the similarity of the two device types in the device type integral mapping rule is, the closer the device type integrals corresponding to the two device types are;
the determining a first product type score corresponding to the first product type and determining a second product type score corresponding to the second product type comprises:
and determining a first product type integral corresponding to the first product type and a second product type integral corresponding to the second product type according to a preset product type integral mapping rule, wherein the product type integral corresponding to the two product types is closer when the similarity of the two product types is higher in the product type integral mapping rule.
Optionally, after the determining the matching degree of the first production system and the second production system according to the first attribute information and the second attribute information, further includes:
if the matching degree is smaller than or equal to the threshold value of the matching degree, determining at least one modified item from the first attribute information, wherein the modified item is new equipment or new technology;
judging whether an item matched with any one of the reconstruction items exists in the second attribute information;
and if so, sending prompt information corresponding to the target customer to prompt the user to make a modification scheme aiming at the second production system.
In a second aspect, an embodiment of the present invention further provides a modification scheme pushing device, including: the system comprises an acquisition module, a first analysis module, a second analysis module, a matching module and a pushing module;
the acquisition module is used for acquiring a target modification scheme, wherein the target modification scheme is a modification scheme used when a first production system is modified;
the first analysis module is configured to determine the first production system corresponding to the target modification scheme acquired by the acquisition module, and determine first attribute information corresponding to the first production system, where the first attribute information is used to characterize an attribute of the first production system;
the second analysis module is used for determining second attribute information corresponding to a second production system for each target customer in at least one customer, wherein the second production system is a production system currently used by the target customer, and the second attribute information is used for representing attributes of the second production system;
the matching module is used for determining the matching degree of the first production system and the second production system according to the first attribute information determined by the first analyzing module and the second attribute information determined by the second analyzing module;
and the pushing module is used for pushing the target modification scheme to the target client when the matching degree is greater than a preset matching degree threshold value according to the matching degree determined by the matching module.
Alternatively,
the first analysis module is used for determining any one or more of a first industry to which the first production system belongs, a first device type of each device included in the first production system, and a first product type of a product produced by the first production system according to the first attribute information;
the second analysis module is configured to determine, according to the second attribute information, any one or more of a second industry to which the second production system belongs, a second device type of each device included in the second production system, and a second product type of a product produced by the second production system.
Optionally, the matching module comprises: the device comprises a first mapping unit, a second mapping unit, a third mapping unit and an operation unit;
the first mapping unit is used for determining a first industry point corresponding to the first industry and determining a second industry point corresponding to the second industry;
the second mapping unit is configured to determine first device type scores corresponding to each of the first device types, and determine second device type scores corresponding to each of the second device types;
the third mapping unit is used for determining a first product type integral corresponding to the first product type and determining a second product type integral corresponding to the second product type;
the operation unit is configured to substitute the first industry score and the second industry score determined by the first mapping unit, each of the first device type scores and each of the second device type scores determined by the second mapping unit, and the first product type score and the second product type score determined by the third mapping unit into the following formula, so as to calculate the matching degree between the first production system and the second production system;
Figure BDA0002143783930000051
wherein the epsilon characterizes the degree of match; said p is1Characterizing the first line integral; said p is2Characterizing the second industry point; q is a number ofi1Characterizing an ith said first device type score; q is a number ofi2Characterizing the ith of the second deviceType integration; the n represents the number of the first equipment types; said t is1Characterizing the first product type score; said t is2Characterizing the second product type score.
Alternatively,
the first mapping unit is used for determining a first industry integral corresponding to the first industry and a second industry integral corresponding to the second industry according to a preset industry integral mapping rule, wherein the higher the similarity of the two industries in the industry integral mapping rule is, the closer the industry integral corresponding to the two industries is;
the second mapping unit is configured to respectively determine, according to a preset device type integral mapping rule, a first device type integral corresponding to each first device type and a second device type integral corresponding to each second device type, where the higher the similarity between the two device types in the device type integral mapping rule is, the closer the device type integrals corresponding to the two device types are;
the third mapping unit is configured to determine, according to a preset product type score mapping rule, a first product type score corresponding to the first product type and a second product type score corresponding to the second product type, where the higher the similarity between the two product types in the product type score mapping rule, the closer the product type scores corresponding to the two product types are.
Optionally, the retrofit solution pushing device further includes: a prompt module;
and the prompting module is used for determining at least one modification item from the first attribute information according to the matching degree determined by the matching module when the matching degree is smaller than or equal to the matching degree threshold value, and sending prompting information corresponding to the target customer when an item matched with any modification item exists in the second attribute information so as to prompt the establishment of a modification scheme corresponding to the production system, wherein the modification item is new equipment or new technology.
According to the modification scheme pushing method and device provided by the embodiment of the invention, after a target modification scheme used when a first production system is modified is obtained, first attribute information of the first production system is determined, second attribute information of a second production system currently used by a target client is determined for each target client in at least one client, then the matching degree between the first production system and the second production system is determined according to the first attribute information and the second attribute information, and if the calculated matching degree is larger than a preset matching degree threshold value, the target modification scheme is pushed to the target client. Therefore, after the production system is transformed, the transformation scheme used in the transformation of the production system can be pushed to the clients of other production systems matched with the production system, multiple times of pushing of the same transformation scheme are achieved, the corresponding transformation scheme does not need to be formulated and pushed for each client in a manual mode, and therefore the efficiency of pushing the transformation scheme to the clients can be improved.
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In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
Fig. 1 is a flowchart of a retrofit scenario push method according to an embodiment of the present invention;
FIG. 2 is a flow chart of a method for matching computation according to an embodiment of the present invention;
fig. 3 is a flowchart of another modification pushing method provided by an embodiment of the present invention;
fig. 4 is a schematic diagram of a device where a push device according to a modification scheme is located, according to an embodiment of the present invention;
FIG. 5 is a schematic view of a retrofit situation pushing apparatus provided by an embodiment of the present invention;
FIG. 6 is a schematic view of another retrofit pusher provided by one embodiment of the present invention;
fig. 7 is a schematic diagram of a pushing device according to still another modification provided by an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer and more complete, the technical solutions in the embodiments of the present invention will be described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention, and based on the embodiments of the present invention, all other embodiments obtained by a person of ordinary skill in the art without creative efforts belong to the scope of the present invention.
As shown in fig. 1, an embodiment of the present invention provides a modification scheme pushing method, which may include the following steps:
step 101: acquiring a target transformation scheme, wherein the target transformation scheme is a transformation scheme used when a first production system is transformed;
step 102: determining first attribute information corresponding to the first production system, wherein the first attribute information is used for representing attributes of the first production system;
step 103: for each target customer in the at least one customer, determining second attribute information corresponding to a second production system, wherein the second production system is a production system currently used by the target customer, and the second attribute information is used for representing attributes of the second production system;
step 104: determining the matching degree of the first production system and the second production system according to the first attribute information and the second attribute information;
step 105: and if the matching degree is greater than a preset matching degree threshold value, pushing a target reconstruction scheme to the target client.
The embodiment of the invention provides a modification scheme pushing method which comprises the steps of determining first attribute information of a first production system after a target modification scheme used when the first production system is modified is obtained, determining second attribute information of a second production system currently used by a target customer for each target customer of at least one customer, determining matching degree between the first production system and the second production system according to the first attribute information and the second attribute information, and pushing the target modification scheme to the target customer if the calculated matching degree is larger than a preset matching degree threshold value. Therefore, after the production system is transformed, the transformation scheme used in the transformation of the production system can be pushed to the clients of other production systems matched with the production system, multiple times of pushing of the same transformation scheme are achieved, the corresponding transformation scheme does not need to be formulated and pushed for each client in a manual mode, and therefore the efficiency of pushing the transformation scheme to the clients can be improved.
Alternatively, on the basis of the modification plan pushing method shown in fig. 1, step 102 determines first attribute information corresponding to the first production system, and step 103 determines, according to second attribute information corresponding to the second production system, the first attribute information and the second attribute information so as to determine whether the first production system is similar to the second production system, that is, whether a target modification plan for modifying the first production system is applicable to the second production system, according to the first attribute information and the second attribute information, for which the first attribute information and the second attribute information should reflect attributes of the first production system and the second production system, respectively.
The first attribute information may include the following: the first production system comprises a first industry to which the first production system belongs, a first device type of each device included in the first production system, a first product type of a product produced by the first production system, and the like.
The second attribute information may include the following: the second industry to which the second production system belongs, the second equipment type of each equipment included in the second production system, the second product type of the product produced by the second production system, and the like.
The first attribute information and the second attribute information each include an industry to which the corresponding first production system and second production system belong, a device type of included devices, and a product type of a produced product, the similarity of the first production system and the second production system on the industry, included equipment and produced products can be judged through the first attribute information and the second attribute information, it may then be determined whether the targeted rework scenario is applicable to the second production system based on similarities between the first production system and the second production system, the similarity of the first production system to the second production system is thus determined by the industry involved, the type of equipment involved and the type of product produced, whether the target modification scheme corresponding to the first production system is suitable for the second production system can be determined more accurately, and the accuracy of modification scheme pushing is guaranteed.
Optionally, on the basis of the modification scheme pushing method shown in fig. 1, step 104 may convert each item included in the first attribute information and the second attribute information into corresponding scores, and may further calculate a matching degree between the first production system and the second production system according to the converted scores. Specifically, as shown in fig. 2, the method for calculating the matching degree between the first production system and the second production system may include the following steps:
step 201: determining a first industry point corresponding to the first industry and determining a second industry point corresponding to the second industry;
step 202: respectively determining first device type integrals corresponding to each first device type, and respectively determining second device type integrals corresponding to each second device type;
step 203: determining a first product type score corresponding to the first product type and determining a second product type score corresponding to the second product type;
step 204: substituting the first industry integral, the second industry integral, each first equipment type integral, each second equipment type integral, the first product type integral and the second product type integral into the following formula to calculate the matching degree between the first production system and the second production system;
Figure BDA0002143783930000091
wherein epsilon represents the matching degree; p is a radical of1Characterizing a first line integral; p is a radical of2Characterizing a second industry point; q. q.si1Characterizing an ith first device type integral; q. q.si2Characterizing an ith second device type integral; n represents the number of the first equipment types; t is t1Characterizing a first product type score; t is t2The second product type score is characterized.
In the embodiment of the present invention, after a first industry, each first device type, and a first product type included in first attribute information are acquired, and a second industry, each second device type, and a second product type included in second attribute information are acquired, the first industry, the second industry, each first device type, each second device type, the first product type, and the second product type are converted into corresponding first industry points, second industry points, each first device type points, each second device type points, first product type points, and second product type points according to a preset mapping relationship, and then the converted points are substituted into the above formula, so as to calculate the matching degree between the first production system and the second production system.
In the embodiment of the present invention, since each of the first production system and the second production system may include a plurality of devices, and each of the devices may have a different device type, after converting the first device type of each device included in the first production system into the corresponding first device type integral and converting the second device type of each device included in the second production system into the corresponding second device type integral, the obtained first device type integral and the obtained second device type integral are substituted into the formula to calculate the matching degree. In particular, q is integrated for each first device typei1The score q may be selected from the respective second device type scores as corresponding to the first device type scorei1Nearest-neighbor second device type integral qi2Integrating q with the first device typei1AsAn integral pair, and substituting the integral pair into the above formula
Figure BDA0002143783930000101
And (6) performing operation. When there is no integration q with the first device typei1When integrating the second device type forming an integration pair, q may be set to integrate with the first device typei1Second device type integral q forming integral pairi2Equal to zero.
In the embodiment of the invention, the first industry integral, the second industry integral, each first equipment type integral, each second equipment type integral, the first product type integral and the second product type integral are substituted into the formula, and the calculated matching degree can more accurately measure the similarity between the first production system and the second production system by comparing the difference between the first industry integral and the second industry integral, the difference between each first equipment type integral and each second equipment type integral and the difference between the first product type integral and the second product type integral, so that the accuracy of pushing the target modification scheme to the client according to the matching degree is ensured.
Optionally, on the basis of the matching degree calculation method shown in fig. 2, an industry score mapping rule, an equipment type score mapping rule, and a product type score mapping rule may be preset, and then the industry, the equipment type, and the product type are converted into corresponding industry scores, equipment type scores, and product type scores according to the three mapping rules. The integral conversion processes of step 201, step 202 and step 203 are described below:
in step 201, according to a preset industry point mapping rule, determining a first industry point corresponding to a first industry and a second industry point corresponding to a second industry, wherein the higher the similarity between the two industries in the industry point mapping rule is, the closer the industry points corresponding to the two industries are;
in step 202, according to a preset device type integral mapping rule, respectively determining a first device type corresponding to each first device type and a second device type integral corresponding to each second device type, wherein the higher the similarity between the two device types in the device type integral mapping rule, the closer the device type integrals corresponding to the two device types are;
in step 203, according to a preset product type score mapping rule, a first product type score corresponding to a first product type and a second product type score corresponding to a second product type are determined, wherein the product type scores corresponding to the two product types are closer when the similarity of the two product types in the product type score mapping rule is higher.
In the embodiment of the invention, an industry integral mapping rule, an equipment type integral mapping rule and a product type integral mapping rule are preset, various contents included in the first attribute information and the second attribute information are converted into corresponding integral values according to the integral mapping rules, the matching degree of the first production system and the second production system is determined through comparison of the integral values, and the determined matching degree can accurately reflect the similarity of the first production system and the second production system.
In the embodiment of the invention, the higher the similarity of the industry types in the industry point mapping rule is, the closer the corresponding industry points are, the higher the similarity of the equipment types in the equipment type point mapping rule is, the closer the corresponding equipment type points are, and the higher the similarity of the product types in the product type point mapping rule is, the closer the corresponding product type points are, so that the higher the similarity of the production systems is, the higher the matching degree is, and further whether the two production systems can share the modification scheme can be determined according to the matching degree, and the accuracy of pushing the modification scheme to a user is further ensured.
Optionally, on the basis of the modification plan pushing method shown in fig. 1, after determining the matching degree between the first production system and the second production system in step 104, if the determined matching degree is less than or equal to a preset matching degree threshold, determining at least one modification item that is a new device or a new technology from the first attribute information, then determining whether an item that matches any of the modification items exists in the second attribute information, and if so, sending a prompt message corresponding to the target customer to prompt to make a modification plan for the second production system.
In an embodiment of the invention, the modification of the first production system is based on new equipment or new technology, the first property information of the first production system after the modification thus includes at least one modification item corresponding to a new device or a new technology, when the matching degree between the first production system and the second production system is determined to be less than or equal to the preset matching degree threshold value, it is explained that the target modification solution cannot be directly applied to the second production system due to the large gap between the first production system and the second production system, it is possible to directly judge whether or not an item corresponding to the modification item exists in the second attribute information of the second production system, namely, whether the second production system can be modified by using new equipment or new technology is directly judged, and if the second attribute information has an item matched with the modified item, prompt information is sent to prompt the second production system to make a modification scheme.
In the embodiment of the invention, when the target modification scheme cannot be directly pushed to the target customer, whether a project which can be matched with the new equipment or the new technology exists in the second production system used by the target customer can be determined, so that whether the second production system has the potential of modification based on the new equipment or the new technology is determined, and if the project which can be matched with the new equipment or the new technology exists in the second production system, prompt information is sent to prompt the user to make the modification scheme aiming at the second production system, so that the user can make a targeted selection on the customer to make the modification scheme without blindly traversing all customers, and the efficiency of pushing the modification scheme to the customer can be further improved.
The following describes in further detail the transformation scheme pushing method provided by the embodiment of the present invention, taking the gas enterprise as an example of energy saving transformation of customers, and as shown in fig. 3, the method may include the following steps:
step 301: a target modification plan for modifying the first production system is obtained.
In the embodiment of the present invention, after the modification of a first production system is completed, a modification plan used when the first production system is modified is acquired as a target modification plan.
For example, the customer a is a metal part heat treatment plant, and after energy saving modification of the annealing furnace a of the customer a is completed, the modification plan a used when energy saving modification is performed on the annealing furnace a is acquired as a target modification plan.
Step 302: first attribute information of a first production system is acquired.
In the embodiment of the invention, after the modification of the first production system is completed, first attribute information for representing the attributes of the modified first production system is acquired. The first attribute information may include a first industry, a first device type, and a first product type, where the first industry is an industry to which the first production system belongs, the first device type is a device type of a device included in the first production system (the first production system may include a plurality of devices, and each device may correspond to a different device type), and the first product type is a product type of a product produced by the first production system.
For example, a heat treatment industry to which the annealing furnace a belongs is acquired as a first industry, 8 equipment types of 8 equipment included in the annealing furnace a are acquired as a first equipment type, and an annealed material produced by the annealing furnace a is acquired as a first product type.
Step 303: second attribute information of a second production system is acquired.
In the embodiment of the invention, for each target customer in the existing customers, the second production system currently used by the target customer is determined, and then the second attribute information for characterizing the attributes of the second production system is obtained. Corresponding to the first attribute information, the second attribute information may include a second industry, a second device type, and a second product type, where the second industry is an industry to which the second production system belongs, the second device type is a device type of a device included in the second production system (the second production system may also include a plurality of devices, each device may correspond to a different device type), and the second product type is a product type of a product produced by the second production system.
For example, the target customer is customer B, which is also a metal part heat treatment plant, the annealing furnace B used by customer B has been built for customer B heretofore, the heat treatment industry to which annealing furnace B belongs is acquired as the second industry, 8 equipment types of 8 equipment included in annealing furnace B are acquired as the second equipment type, and returned pieces produced by annealing furnace B are acquired as the second product type.
Step 304: the first attribute information and the second attribute information are converted into corresponding integrals.
In the embodiment of the present invention, after a first industry, each first device type, and each first product type included in first attribute information are acquired, and a second industry, each second device type, and each second product type included in second attribute information are acquired, a first industry integral corresponding to the first industry and a second industry integral corresponding to the second industry are determined according to a preset industry integral mapping rule, a first device type integral corresponding to each first device type and a second device type integral corresponding to each second device type are determined according to a preset device type integral mapping rule, and a first product type integral corresponding to the first product type and a second product type integral corresponding to the second product type are determined according to a preset product type integral mapping rule.
For example, a first industry score p corresponding to a first industry to which the annealing furnace A belongs is determined according to an industry score mapping rule1Determining a second industry integral p corresponding to the second industry to which the annealing furnace B belongs according to the industry integral mapping rule2(ii) a Determining that the first equipment type integrals corresponding to the 8 first equipment types included in the annealing furnace A are q in sequence according to the equipment type integral mapping rule11、q21、q31、q41、q51、q61、q71And q is81Determining that the second equipment type integrals corresponding to the 8 second equipment types included in the annealing furnace B are q in sequence according to the equipment type integral mapping rule12、q22、q32、q42、q52、q62、q72And q is82(ii) a Determining a first product type integral t corresponding to a first product type of the products produced by the annealing furnace A according to the product type integral mapping rule1Determining a second product type integral t corresponding to a second product type of the products produced by the annealing furnace B according to the product type integral mapping rule2。
Step 305: and calculating the matching degree between the first production system and the second production system according to the converted integral.
In the embodiment of the invention, after the first industry integral, the second industry integral, each first device type integral, each second device type integral, the first product type integral and the second product type integral are determined, the first industry integral, the second industry integral, each first device type integral, each second device type integral, the first product type integral and the second product type integral are substituted into the following formula, and the matching degree between the first production system and the second production system is calculated.
The formula for calculating the degree of matching is:
Figure BDA0002143783930000141
wherein epsilon represents the matching degree; p is a radical of1Characterizing a first line integral; p is a radical of2Characterizing a second industry point; q. q.si1Characterizing an ith first device type integral; q. q.si2Characterizing an ith second device type integral; n represents the number of the first equipment types; t is t1Characterizing a first product type score; t is t2The second product type score is characterized.
For example, a first business score p corresponding to annealing furnace A1First device type integral q11、q21、q31、q41、q51、q61、q71And q is81And a first product type integral t1Substituting into the above formula, and adding the second industry score p corresponding to the annealing furnace B2Second device type integral q12、q22、q32、q42、q52、q62、q72And q is82And a second product type score t2Substituting the formula to calculate the matching degree between the annealing furnace A and the annealing furnace B.
Step 306: and judging whether the matching degree is greater than a threshold value of the matching degree, if so, executing a step 307, and otherwise, executing a step 308.
In the embodiment of the invention, after the matching degree between the first production system and the second production system is calculated, the calculated matching degree is compared with the preset threshold value of the matching degree. If the calculated matching degree is greater than the threshold matching degree, it indicates that the similarity between the first production system and the second production system is higher, and step 307 is executed accordingly; if the calculated matching degree is less than or equal to the threshold matching degree, indicating that the similarity between the first production system and the second production system is low, step 308 is performed accordingly.
For example, a threshold value of the degree of matching is set to 0.8 in advance, and if the degree of matching between the annealing furnace a and the annealing furnace B is less than 0.8, step 307 is executed, otherwise step 308 is executed.
Step 307: and pushing the target transformation scheme to the target client, and ending the current flow.
In the embodiment of the invention, after the matching degree between the first production system and the second production system is determined to be greater than the threshold value of the matching degree, the target modification scheme is pushed to the target client to which the second production system belongs so as to develop the service for modifying the second production system.
For example, the target retrofitting scenario is pushed to customer B.
Step 308: at least one modification item is determined from the first attribute information.
In the embodiment of the invention, at least one modified item of new equipment or new technology is determined from the first attribute information.
For example, if the equipment X is determined from the attribute information of the modified annealing furnace a as a main factor for promoting energy-saving modification of the annealing furnace a, and the energy consumption of the annealing furnace a can be greatly reduced based on the equipment X, the equipment X is determined as a modified item.
Step 309: and judging whether the second attribute information has an item matched with the modification item, if so, executing the step 310, and otherwise, ending the current process.
In the embodiment of the present invention, after at least one modification item is determined, it is determined whether an item matching any of the modification items exists in the second attribute information, that is, it is determined whether an item to which a new device or a new technology corresponding to the modification item can be applied exists in the second production system, if an item matching the modification item exists in the second attribute information, a modification scheme corresponding to the second production system may be formulated based on the new device or the new technology corresponding to the modification item, and step 310 is correspondingly performed, otherwise, it is determined that the second production system cannot be modified based on the new device or the new technology, and the current flow is correspondingly ended.
Step 310: and sending prompt information prompting the user to make a transformation scheme aiming at the second production system.
In the embodiment of the invention, after determining that the modification scheme corresponding to the second production system can be formulated based on the new equipment or the new technology corresponding to the modification project, prompt information corresponding to the target customer is sent to the user to prompt the user that the modification scheme aiming at the second production system can be formulated.
For example, a prompt may be sent to the user to prompt the user that a retrofit protocol for the annealing furnace B may be established.
As shown in fig. 4 and 5, an embodiment of the present invention provides a modified scheme pushing device. The device embodiments may be implemented by software, or by hardware, or by a combination of hardware and software. From a hardware level, as shown in fig. 4, a hardware structure diagram of a device in which a push apparatus according to a modification scheme provided in an embodiment of the present invention is located is shown, where in addition to the processor, the memory, the network interface, and the nonvolatile memory shown in fig. 4, the device in which the push apparatus is located in the embodiment may generally include other hardware, such as a forwarding chip responsible for processing a packet, and the like. Taking a software implementation as an example, as shown in fig. 5, as a logical apparatus, the apparatus is formed by reading a corresponding computer program instruction in a non-volatile memory into a memory by a CPU of a device in which the apparatus is located and running the computer program instruction. The transformation scheme pusher that this embodiment provided includes: the system comprises an acquisition module 501, a first analysis module 502, a second analysis module 503, a matching module 504 and a pushing module 505;
an obtaining module 501, configured to obtain a target modification scheme, where the target modification scheme is a modification scheme used when a first production system is modified;
a first analyzing module 502, configured to determine a first production system corresponding to the target modification scheme acquired by the acquiring module 501, and determine first attribute information corresponding to the first production system, where the first attribute information is used to represent an attribute of the first production system;
a second parsing module 503, configured to determine, for each target customer of the at least one customer, second attribute information corresponding to a second production system, where the second production system is a production system currently used by the target customer, and the second attribute information is used to characterize an attribute of the second production system;
a matching module 504, configured to determine a matching degree between the first production system and the second production system according to the first attribute information determined by the first analyzing module 502 and the second attribute information determined by the second analyzing module 503;
and a pushing module 505, configured to, according to the matching degree determined by the matching module 504, push the target modification scheme to the target client when the matching degree is greater than a preset matching degree threshold.
Alternatively, on the basis of the push of the retrofit solution shown in fig. 5,
the first analysis module 502 is configured to determine, according to the first attribute information, any one or more of a first industry to which the first production system belongs, a first device type of each device included in the first production system, and a first product type of a product produced by the first production system;
the second parsing module 503 is configured to determine, according to the second attribute information, any one or more of a second industry to which the second production system belongs, a second device type of each device included in the second production system, and a second product type of a product produced by the second production system.
Optionally, on the basis of the transformation scheme push shown in fig. 5, as shown in fig. 6, the matching module 504 includes: a first mapping unit 5041, a second mapping unit 5042, a third mapping unit 4053, and an operation unit 5044;
a first mapping unit 5041, configured to determine a first industry point corresponding to the first industry, and determine a second industry point corresponding to the second industry;
a second mapping unit 5042, configured to determine first device type scores corresponding to each of the first device types, respectively, and determine second device type scores corresponding to each of the second device types, respectively;
a third mapping unit 5043 for determining a first product type score corresponding to the first product type and determining a second product type score corresponding to the second product type;
an operation unit 5044, configured to substitute the first industry point and the second industry point determined by the first mapping unit 5041, each first device type point and each second device type point determined by the second mapping unit 5042, and the first product type point and the second product type point determined by the third mapping unit 5044 into the following formula, so as to calculate a matching degree between the first production system and the second production system;
Figure BDA0002143783930000181
wherein epsilon represents the matching degree; p is a radical of1Characterizing a first line integral; p is a radical of2Characterizing a second industry point; q. q.si1Characterizing an ith first device type integral; q. q.si2Characterizing an ith second device type integral; n represents the number of the first equipment types; t is t1Characterizing a first product type score; t is t2The second product type score is characterized.
Alternatively, on the basis of the push of the retrofitting scheme shown in fig. 6,
the first mapping unit 5041 is configured to determine a first industry point corresponding to the first industry and a second industry point corresponding to the second industry according to a preset industry point mapping rule, where the higher the similarity between the two industries in the industry point mapping rule is, the closer the industry points corresponding to the two industries are;
a second mapping unit 5042, configured to respectively determine, according to a preset device type integral mapping rule, a first device type integral corresponding to each first device type and a second device type integral corresponding to each second device type, where the higher the similarity between the two device types in the device type integral mapping rule, the closer the device type integrals corresponding to the two device types are;
a third mapping unit 5043, configured to determine, according to a preset product type score mapping rule, a first product type score corresponding to the first product type and a second product type score corresponding to the second product type, where the higher the similarity between the two product types in the product type score mapping rule, the closer the product type scores corresponding to the two product types are.
Optionally, on the basis of the retrofit solution pushing device shown in fig. 5 or fig. 6, as shown in fig. 7, the retrofit solution pushing device further includes: a prompt module 506;
a prompt module 506, configured to determine, according to the matching degree determined by the matching module 504, at least one modification item from the first attribute information when the matching degree is less than or equal to a matching degree threshold, and send a prompt message corresponding to a target customer when an item matching any modification item exists in the second attribute information, so as to prompt to make a modification scheme corresponding to the production system, where the modification item is a new device or a new technology.
It should be noted that, because the contents of information interaction, execution process, and the like between the units in the apparatus are based on the same concept as the method embodiment of the present invention, specific contents may refer to the description in the method embodiment of the present invention, and are not described herein again.
The embodiment of the present invention further provides a readable medium, which includes an execution instruction, and when a processor of a storage controller executes the execution instruction, the storage controller executes the modification scheme pushing method provided in each of the above embodiments.
An embodiment of the present invention further provides a storage controller, including: a processor, a memory, and a bus;
the memory is used for storing an execution instruction, the processor is connected with the memory through the bus, and when the storage controller runs, the processor executes the execution instruction stored in the memory, so that the storage controller executes the modification pushing method provided by the above embodiments.
In summary, the transformation scheme pushing method and device provided by each embodiment of the present invention at least have the following beneficial effects:
1. in the embodiment of the invention, after a target modification scheme used when a first production system is modified is obtained, first attribute information of the first production system is determined, then second attribute information of a second production system currently used by a target client is determined for each target client in at least one client, then matching degree between the first production system and the second production system is determined according to the first attribute information and the second attribute information, and if the calculated matching degree is greater than a preset matching degree threshold value, the target modification scheme is pushed to the target client. Therefore, after the production system is transformed, the transformation scheme used in the transformation of the production system can be pushed to the clients of other production systems matched with the production system, multiple times of pushing of the same transformation scheme are achieved, the corresponding transformation scheme does not need to be formulated and pushed for each client in a manual mode, and therefore the efficiency of pushing the transformation scheme to the clients can be improved.
2. In the embodiment of the invention, the first attribute information and the second attribute information respectively comprise industries corresponding to the first production system and the second production system, equipment types of the equipment and product types of the products, the similarity of the first production system and the second production system on the industries, the equipment and the products can be judged through the first attribute information and the second attribute information, and whether the target modification scheme is suitable for the second production system can be determined according to the similarity between the first production system and the second production system, so that the similarity between the first production system and the second production system is determined through the industries, the types of the equipment and the products, and whether the target modification scheme corresponding to the first production system is suitable for the second production system can be more accurately determined, the pushing accuracy of the transformation scheme is guaranteed.
3. In the embodiment of the invention, the first industry integral, the second industry integral, each first equipment type integral, each second equipment type integral, the first product type integral and the second product type integral are substituted into the formula, and the calculated matching degree can more accurately measure the similarity between the first production system and the second production system by comparing the difference between the first industry integral and the second industry integral, the difference between each first equipment type integral and each second equipment type integral and the difference between the first product type integral and the second product type integral, so that the accuracy of pushing the target modification scheme to the client according to the matching degree is ensured.
4. In the embodiment of the invention, an industry integral mapping rule, an equipment type integral mapping rule and a product type integral mapping rule are preset, various contents included in the first attribute information and the second attribute information are converted into corresponding integral values according to the integral mapping rules, the matching degree of the first production system and the second production system is determined through comparison of the integral values, and the determined matching degree can accurately reflect the similarity of the first production system and the second production system.
5. In the embodiment of the invention, the higher the similarity of the industry types in the industry point mapping rule is, the closer the corresponding industry points are, the higher the similarity of the equipment types in the equipment type point mapping rule is, the closer the corresponding equipment type points are, and the higher the similarity of the product types in the product type point mapping rule is, the closer the corresponding product type points are, so that the higher the similarity of the production systems is, the higher the matching degree is, and further whether the two production systems can share the modification scheme can be determined according to the matching degree, and the accuracy of pushing the modification scheme to a user is further ensured.
6. In the embodiment of the invention, when the target modification scheme cannot be directly pushed to the target customer, whether a project which can be matched with the new equipment or the new technology exists in the second production system used by the target customer can be determined, so that whether the second production system has the potential of modification based on the new equipment or the new technology is determined, and if the project which can be matched with the new equipment or the new technology exists in the second production system, prompt information is sent to prompt the user to make the modification scheme aiming at the second production system, so that the user can make a targeted selection on the customer to make the modification scheme without blindly traversing all customers, and the efficiency of pushing the modification scheme to the customer can be further improved.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising a" does not exclude the presence of other similar elements in a process, method, article, or apparatus that comprises the element.
Those of ordinary skill in the art will understand that: all or part of the steps for realizing the method embodiments can be completed by hardware related to program instructions, the program can be stored in a computer readable storage medium, and the program executes the steps comprising the method embodiments when executed; and the aforementioned storage medium includes: various media that can store program codes, such as ROM, RAM, magnetic or optical disks.
Finally, it is to be noted that: the above description is only a preferred embodiment of the present invention, and is only used to illustrate the technical solutions of the present invention, and not to limit the protection scope of the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention shall fall within the protection scope of the present invention.

Claims (4)

1. A transformation scheme pushing method is characterized by comprising the following steps:
obtaining a target transformation scheme, wherein the target transformation scheme is a transformation scheme used when a first production system is transformed;
determining first attribute information corresponding to the first production system, wherein the first attribute information is used for representing attributes of the first production system;
for each target client of the at least one client, performing:
determining second attribute information corresponding to a second production system, wherein the second production system is a production system currently used by the target customer, and the second attribute information is used for representing attributes of the second production system;
determining the matching degree of the first production system and the second production system according to the first attribute information and the second attribute information;
if the matching degree is larger than a preset matching degree threshold value, pushing the target reconstruction scheme to the target customer;
the first attribute information includes: any one or more of a first industry to which the first production system belongs, a first device type of each device included in the first production system, and a first product type of a product produced by the first production system;
the second attribute information includes: any one or more of a second industry to which the second production system belongs, a second equipment type of each equipment included in the second production system, and a second product type of a product produced by the second production system;
the determining the matching degree of the first production system and the second production system according to the first attribute information and the second attribute information includes:
determining a first industry point corresponding to the first industry and determining a second industry point corresponding to the second industry;
respectively determining first device type integrals corresponding to each first device type, and respectively determining second device type integrals corresponding to each second device type;
determining a first product type score corresponding to the first product type and determining a second product type score corresponding to the second product type;
substituting the first industry score, the second industry score, each first device type score, each second device type score, the first product type score and the second product type score into the following formula to calculate the matching degree between the first production system and the second production system;
Figure FDA0003265239360000021
wherein the epsilon characterizes the degree of match; the p1 characterizes the first line integral; said p is2Characterizing the second industry point; q is a number ofi1Characterizing an ith said first device type score; q is a number ofi2Characterizing an ith said second device type score; the n represents the number of the first equipment types; said t is1Characterizing the first product type score; said t is2Characterizing the second product type score;
after the determining the matching degree of the first production system and the second production system according to the first attribute information and the second attribute information, further comprising:
if the matching degree is smaller than or equal to the threshold value of the matching degree, determining at least one modified item from the first attribute information, wherein the modified item is new equipment or new technology;
judging whether an item matched with any one of the reconstruction items exists in the second attribute information;
and if so, sending prompt information corresponding to the target customer to prompt the user to make a modification scheme aiming at the second production system.
2. The method of claim 1,
the determining a first industry point corresponding to the first industry and determining a second industry point corresponding to the second industry includes:
determining a first industry point corresponding to the first industry and a second industry point corresponding to the second industry according to a preset industry point mapping rule, wherein the higher the similarity of the two industries in the industry point mapping rule is, the closer the industry points corresponding to the two industries are;
the determining first device type scores corresponding to each of the first device types, respectively, and determining second device type scores corresponding to the second device types, respectively, includes:
respectively determining first device type integrals corresponding to the first device types and second device type integrals corresponding to the second device types according to a preset device type integral mapping rule, wherein the higher the similarity of the two device types in the device type integral mapping rule is, the closer the device type integrals corresponding to the two device types are;
the determining a first product type score corresponding to the first product type and determining a second product type score corresponding to the second product type comprises:
and determining a first product type integral corresponding to the first product type and a second product type integral corresponding to the second product type according to a preset product type integral mapping rule, wherein the product type integral corresponding to the two product types is closer when the similarity of the two product types is higher in the product type integral mapping rule.
3. A retrofit solution pusher device, comprising: the system comprises an acquisition module, a first analysis module, a second analysis module, a matching module and a pushing module;
the acquisition module is used for acquiring a target modification scheme, wherein the target modification scheme is a modification scheme used when a first production system is modified;
the first analysis module is configured to determine the first production system corresponding to the target modification scheme acquired by the acquisition module, and determine first attribute information corresponding to the first production system, where the first attribute information is used to characterize an attribute of the first production system;
the second analysis module is used for determining second attribute information corresponding to a second production system for each target customer in at least one customer, wherein the second production system is a production system currently used by the target customer, and the second attribute information is used for representing attributes of the second production system;
the matching module is used for determining the matching degree of the first production system and the second production system according to the first attribute information determined by the first analyzing module and the second attribute information determined by the second analyzing module;
the pushing module is used for pushing the target modification scheme to the target client when the matching degree is greater than a preset matching degree threshold value according to the matching degree determined by the matching module;
the first analysis module is used for determining any one or more of a first industry to which the first production system belongs, a first device type of each device included in the first production system, and a first product type of a product produced by the first production system according to the first attribute information;
the second analysis module is configured to determine, according to the second attribute information, any one or more of a second industry to which the second production system belongs, a second device type of each device included in the second production system, and a second product type of a product produced by the second production system;
the matching module includes: the device comprises a first mapping unit, a second mapping unit, a third mapping unit and an operation unit;
the first mapping unit is used for determining a first industry point corresponding to the first industry and determining a second industry point corresponding to the second industry;
the second mapping unit is configured to determine first device type scores corresponding to each of the first device types, and determine second device type scores corresponding to each of the second device types;
the third mapping unit is used for determining a first product type integral corresponding to the first product type and determining a second product type integral corresponding to the second product type;
the operation unit is configured to substitute the first industry score and the second industry score determined by the first mapping unit, each of the first device type scores and each of the second device type scores determined by the second mapping unit, and the first product type score and the second product type score determined by the third mapping unit into the following formula, so as to calculate the matching degree between the first production system and the second production system;
Figure FDA0003265239360000041
wherein the epsilon characterizes the degree of match; said p is1Characterizing the first line integral; said p is2Characterizing the second industry point; what is needed isQ is the abovei1Characterizing an ith said first device type score; q is a number ofi2Characterizing an ith said second device type score; the n represents the number of the first equipment types; said t is1Characterizing the first product type score; said t is2Characterizing the second product type score;
further comprising: a prompt module;
and the prompting module is used for determining at least one modification item from the first attribute information according to the matching degree determined by the matching module when the matching degree is smaller than or equal to the matching degree threshold value, and sending prompting information corresponding to the target customer when an item matched with any modification item exists in the second attribute information so as to prompt the establishment of a modification scheme corresponding to the production system, wherein the modification item is new equipment or new technology.
4. The apparatus of claim 3,
the first mapping unit is used for determining a first industry integral corresponding to the first industry and a second industry integral corresponding to the second industry according to a preset industry integral mapping rule, wherein the higher the similarity of the two industries in the industry integral mapping rule is, the closer the industry integral corresponding to the two industries is;
the second mapping unit is configured to respectively determine, according to a preset device type integral mapping rule, a first device type integral corresponding to each first device type and a second device type integral corresponding to each second device type, where the higher the similarity between the two device types in the device type integral mapping rule is, the closer the device type integrals corresponding to the two device types are;
the third mapping unit is configured to determine, according to a preset product type score mapping rule, a first product type score corresponding to the first product type and a second product type score corresponding to the second product type, where the higher the similarity between the two product types in the product type score mapping rule, the closer the product type scores corresponding to the two product types are.
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