CN113361931B - Planning system and method for intelligent production system of coal chemical industry enterprise - Google Patents
Planning system and method for intelligent production system of coal chemical industry enterprise Download PDFInfo
- Publication number
- CN113361931B CN113361931B CN202110633115.4A CN202110633115A CN113361931B CN 113361931 B CN113361931 B CN 113361931B CN 202110633115 A CN202110633115 A CN 202110633115A CN 113361931 B CN113361931 B CN 113361931B
- Authority
- CN
- China
- Prior art keywords
- planning
- request
- planning request
- component
- enterprise
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- 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
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06315—Needs-based resource requirements planning or analysis
-
- 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 application provides a planning system and a method for an intelligent production system of a coal chemical industry enterprise, wherein the system comprises: the planning request acquisition module is used for acquiring a planning request of the intelligent production system of the coal chemical industry enterprise; the planning request management module is used for determining a planning investigation range and a investigation target corresponding to a planning request according to a plurality of planning request items in the planning request; the enterprise current situation investigation module is used for acquiring enterprise current situation information based on the planning investigation range and the investigation target and storing the enterprise current situation information; the demand evaluation management module is used for evaluating a gap item between the enterprise current state information and a planning request target so as to generate a component demand list; and the unit planning management module is used for formulating the unit development requirement and the unit development route map of each component in the component requirement list. The scheme can comprehensively and comprehensively cover the system planning process, provide a standardized method and rules for the intelligent production system planning of the coal chemical industry enterprises, and solve the problems of difficult digital transformation, low intelligent degree and the like of the traditional coal chemical industry enterprises.
Description
Technical Field
The invention relates to the technical field of intelligent production system planning, in particular to a planning system and a planning method for an intelligent production system of a coal chemical industry enterprise.
Background
Under the gradual popularization of intelligent manufacturing, planning and designing of an intelligent production system is urgently needed when a coal chemical industry enterprise is newly built, reconstructed or expanded, but the production process of the coal chemical industry enterprise is complex, the safety problem is greatly influenced, and collaborative manufacturing planning and designing are difficult, so that great difficulty is brought to the integrated construction of enterprise digital transformation and an intelligent factory.
In the aspect of enterprise intelligent production system planning in the coal chemical industry, the conventional application lacks a systematic, standardized and collaborative planning method and system, so that the enterprise intelligent production system is difficult to plan and manage, the construction process is long in period and high in complexity, the consistency of construction targets at all stages cannot be guaranteed, and a lot of uncertainty and risks are brought to the construction of an intelligent factory. The traditional coal chemical industry enterprises urgently need to carry out digitization, informatization and intellectualization, and an intelligent factory which is suitable for enterprise development, meets the requirement of intelligent manufacturing maturity and is beneficial to overall promotion of the industry is established through planning of an intelligent production system so as to promote the enterprise benefits, reduce the environmental pollution and the like.
Most of the existing planning depends on participation of personnel with higher professional knowledge, experience dependence on planning designers is higher, and improper communication methods or deviation of understanding of related materials cause larger deviation on planning results, so that the planning results cannot be operated cooperatively in the planning process, and risks of resource waste and unsatisfactory planning effect are caused. Even if a planning system is adopted, a reproducible planning method suitable for coal chemical enterprises cannot be provided, the service cannot be focused on an intelligent production system, the control on the planning process is lacked, and the enterprise requirements cannot be met in the aspects of applicability and flexibility.
Disclosure of Invention
Aiming at the problems in the prior art, the invention provides a planning system and a planning method for an intelligent production system of a coal chemical industry enterprise, so as to provide an efficient, flexible and complete system planning scheme.
The application provides a planning system of coal chemical industry enterprise intelligent production system includes:
the planning request acquisition module is used for acquiring a planning request of the intelligent production system of the coal chemical industry enterprise and storing the planning request in a request information database;
the planning request management module is used for determining a planning investigation range and a investigation target corresponding to the planning request according to a plurality of planning request items in the planning request; wherein the planning request item at least comprises a planning request target, a planning request resource requirement and a time requirement;
the enterprise current situation investigation module is used for acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise based on the planning investigation range and the investigation target and storing the enterprise current situation information into a coal chemical industry enterprise current situation investigation resource library;
the demand evaluation management module is used for evaluating a gap item between the enterprise current situation information and the planning request target in the coal chemical industry enterprise current situation research resource library, generating a component demand list according to the gap item, and storing the intelligent production system component demand list to a component research and development demand library; wherein the component requirement list comprises a plurality of components;
the unit planning management module is used for making unit development requirements and unit development route maps of each component in the component requirement list; wherein the unit development requirements comprise functional unit development requirements and data unit development requirements;
and the planning process control module is used for managing a planning implementation process of the unit developed based on the unit development requirement and the unit development route map so as to complete the intelligent production system planning of the coal chemical industry enterprises, which meets the planning request target.
Optionally, the planning request collecting module is configured to collect a planning request of an intelligent production system of a coal chemical industry enterprise, and store the planning request in a request information database, and is specifically configured to:
acquiring a planning request type of an intelligent production system of a coal chemical industry enterprise;
selecting a planning request template matched with the planning request type;
acquiring an original planning request filled according to the planning request template;
performing information cleaning processing on the original planning request according to a preset information cleaning rule to obtain a planning request of the intelligent production system of the coal chemical industry enterprise;
and storing the planning request in a request information database, and recording the planning request in a planning request ledger.
Optionally, the planning request management module is further configured to:
and subscribing the planning request, and performing merging processing or splitting processing on the planning request.
Optionally, the enterprise current situation investigation module is specifically configured to, when acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise based on the planning investigation range and the investigation target:
determining a plurality of target function blocks according to the planning investigation range, and formulating an investigation demand sheet according to the investigation target;
acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise according to the investigation requirement sheet through each target function block; the enterprise current situation information comprises operation management system information and production device information in the intelligent production system of the coal chemical industry enterprise.
Optionally, when the unit planning management module formulates the unit development requirement and the unit development route map of each component in the component requirement list, the unit planning management module is specifically configured to:
determining the unit development requirement of each component in the component requirement list according to the planning request target and each component recorded in the component requirement list;
performing data interaction with the requirement evaluation management module to obtain a unit baseline corresponding to each component in the component requirement list;
and aiming at each component in the component requirement list, comparing the unit development requirement corresponding to the component with the unit baseline corresponding to the component to determine a unit development route map of the component.
The application also provides a planning method of the intelligent production system of the coal chemical industry enterprise, which comprises the following steps:
acquiring a planning request of an intelligent production system of a coal chemical industry enterprise, and storing the planning request in a request information database;
determining a planning and research range and a research target corresponding to the planning request according to a plurality of planning request items in the planning request; wherein the planning request item at least comprises a planning request target, a planning request resource requirement and a time requirement;
acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise based on the planning research range and the research target, and storing the enterprise current situation information to a coal chemical industry enterprise current situation research resource library;
evaluating a difference item between the enterprise current situation information and the planning request target in the coal chemical industry enterprise current situation research resource library, generating a component demand list according to the difference item, and storing the intelligent production system component demand list to a component research and development demand library; wherein the component requirement list comprises a plurality of components;
formulating a unit development requirement and a unit development route map of each component in the component requirement list; wherein the unit development requirements comprise functional unit development requirements and data unit development requirements;
and managing a planning implementation process of the unit developed based on the unit development requirement and the unit development route map so as to complete the intelligent production system planning of the coal chemical industry enterprise, which meets the planning request target.
Optionally, the acquiring a planning request of an intelligent production system of a coal chemical industry enterprise and storing the planning request in a request information database includes:
acquiring a planning request type of an intelligent production system of a coal chemical industry enterprise;
selecting a planning request template matched with the planning request type;
acquiring an original planning request filled according to the planning request template;
performing information cleaning processing on the original planning request according to a preset information cleaning rule to obtain a planning request of an intelligent production system of a coal chemical industry enterprise;
and storing the planning request in a request information database, and recording the planning request in a planning request ledger.
Optionally, after determining a planning and research range and a research target corresponding to the planning request according to a plurality of planning request items in the planning request, the method further includes:
and subscribing the planning request, and performing merging processing or splitting processing on the planning request.
Optionally, the acquiring current enterprise information from the intelligent production system of the coal chemical industry enterprise based on the planning and research range and the research target includes:
determining a plurality of target function blocks according to the planning investigation range, and formulating an investigation demand sheet according to the investigation target;
acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise according to the investigation requirement sheet through each target function block; the enterprise current situation information comprises operation management system information and production device information in the intelligent production system of the coal chemical industry enterprise.
Optionally, the formulating a unit development requirement and a unit development route map of each component in the component requirement list includes:
determining unit development requirements of each component in the component requirement list according to the planning request target and each component recorded in the component requirement list;
performing data interaction with the requirement evaluation management module to obtain a unit baseline corresponding to each component in the component requirement list;
and aiming at each component in the component requirement list, comparing the unit development requirement corresponding to the component with the unit baseline corresponding to the component to determine a unit development route map of the component.
The application provides a planning system and a method for an intelligent production system of a coal chemical industry enterprise, wherein the system comprises: the planning request acquisition module is used for acquiring a planning request of the intelligent production system of the coal chemical industry enterprise and storing the planning request in a request information database; the planning request management module is used for determining a planning research range and a research target corresponding to a planning request according to a plurality of planning request items in the planning request; the planning request item at least comprises a planning request target, a planning request resource requirement and a time requirement; the enterprise current situation investigation module is used for acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise based on the planning investigation range and the investigation target and storing the enterprise current situation information to a coal chemical industry enterprise current situation investigation resource library; the demand evaluation management module is used for evaluating a difference item between the enterprise current situation information and a planning request target in a coal chemical industry enterprise current situation research resource library, generating a component demand list according to the difference item, and storing the intelligent production system component demand list to a component research and development demand library; wherein the component requirement list comprises a plurality of components; the unit planning management module is used for making unit development requirements and unit development route maps of each component in the component requirement list; the unit development requirements comprise functional unit development requirements and data unit development requirements; and the planning process control module is used for managing a planning implementation process of the unit based on the unit development requirement and the unit development route map development so as to complete the intelligent production system planning of the coal chemical industry enterprise, which meets the planning request target. The scheme aims at the planning problem of the intelligent production system of the traditional coal chemical industry enterprise, can comprehensively cover the system planning process, provides a standardized method and rules for the planning of the intelligent production system of the coal chemical industry enterprise, and solves the problems of difficult digital transformation, low intelligent degree and the like of the traditional coal chemical industry enterprise.
Drawings
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 described below, it is obvious that the drawings in the following description are only embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the provided drawings without creative efforts.
Fig. 1 is a schematic structural diagram of a planning system of an intelligent production system of a coal chemical industry enterprise according to an embodiment of the present application;
fig. 2 is a flowchart of a planning method of an intelligent production system of a coal chemical industry enterprise according to an embodiment of the present application;
fig. 3 is a flowchart of a planning and formulating process of an intelligent production system of a coal chemical industry enterprise according to an embodiment of the present application;
fig. 4 is a flowchart of planning process control of the intelligent production system of the coal chemical industry enterprise according to the embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Some terms to which the present invention may relate will first be briefly described:
a process, representing a series of activities that together achieve a specified result, can be broken down into sub-flows and the operation of a function or service can be displayed (at the next level of detail). Procedures may also be used to link or combine organizations, functions, services, and procedures.
A business system comprising hardware, software, policy statements, procedures, activities, criteria, and personnel that collectively implement a business function.
A business objective, which refers to the expected state that a business will achieve in the future period of time, is described by a series of qualitative or quantitative indicators.
The industrial internet platform is an industrial cloud platform which is oriented to digital, networking and intelligent requirements of manufacturing industry, constructs a service system based on mass data acquisition, aggregation and analysis, and supports ubiquitous connection, elastic supply and efficient configuration of manufacturing resources.
An embodiment of the present application provides a planning system for an intelligent production system of a coal chemical industry enterprise, please refer to fig. 1, where the system may include the following modules:
and the planning request acquisition module 101 is used for acquiring a planning request of the intelligent production system of the coal chemical industry enterprise and storing the planning request in the request information database.
The planning request management module 102 determines a planning and research range and a research target corresponding to the planning request according to a plurality of planning request items in the planning request.
The planning request item at least comprises a planning request target, a planning request resource requirement and a time requirement.
The enterprise current situation investigation module 103 is used for collecting enterprise current situation information from the intelligent production system of the coal chemical industry enterprise based on the planning investigation range and the investigation target and storing the enterprise current situation information into a coal chemical industry enterprise current situation investigation resource library.
And the requirement evaluation management module 104 is used for evaluating a gap item between the enterprise current state information and a planning request target in the coal chemical industry enterprise current state research resource library, generating a component requirement list according to the gap item, and storing the intelligent production system component requirement list to the component research and development requirement library.
Wherein the component requirement list comprises a plurality of components.
The unit planning management module 105 formulates a unit development requirement and a unit development route map of each component in the component requirement list.
Wherein, the unit development requirement comprises a functional unit development requirement and a data unit development requirement.
And the planning process control module 106 is used for managing a planning implementation process of the unit based on the unit development requirement and the unit development route map development so as to complete the intelligent production system planning of the coal chemical industry enterprise, which meets the planning request target.
The specific operation principle of each module is explained below.
The planning request acquisition module 101 is used for acquiring a planning request of the intelligent production system of the coal chemical industry enterprise, and storing the planning request in a request information database, and is specifically used for:
acquiring a planning request type of an intelligent production system of a coal chemical industry enterprise;
selecting a planning request template matched with the type of the planning request;
acquiring an original planning request filled according to a planning request template;
performing information cleaning processing on the original planning request according to a preset information cleaning rule to obtain a planning request of the intelligent production system of the coal chemical industry enterprise;
and storing the planning request in a request information database, and recording in a planning request ledger.
The request information base (also called request information database) is used for storing planning requests, for the intelligent production system of the coal chemical industry enterprise, a request plan can specifically comprise request content, key requirements and identification information of the plan, and by storing each planning request in the request information database, support can be provided for planning preparation, planning priority evaluation, identification requests and the like.
Specifically, the coal chemical industry enterprise may send a planning request type to the planning request acquisition module of this embodiment due to enterprise transformation or other requirements, where the planning request type may be an architecture change request or a migration planning request. Subsequently, the planning request acquisition module may provide a plurality of selectable planning request templates corresponding to the planning request types to the coal chemical industry enterprise so as to allow the coal chemical industry enterprise to select a required template therein, where the selectable planning templates may be pre-customized planning request templates classified according to the planning request types, or, if the existing templates cannot meet the requirements, the planning request acquisition module may further create a specific planning request template according to the specific requirement difference of the intelligent production system of the coal chemical industry enterprise. Table 1 below is an example of a specific planning request template:
TABLE 1
The planning request is a starting item of planning work, and in the working process of planning each stage, a planning system or a third-party application has access requirements, so that various items of information forming the planning request, including information such as the content, key requirements, time requirements and the like of the planning request, are stored in a request information database according to a uniform standard format, and meanwhile, a planning request acquisition module can use the acquired key information of each planning request as a unique identifier for other modules to query and access.
As shown in table 1, the request content of the planning request at least includes:
an encoding request (id) of the planning request, wherein the id represents a unique encoding of the planning request;
the source identifier of the planning request is requestsource (id), where id represents the unique identifier of the organization or person originating the planning request, and this information is used to trace back the source of the planning request, for example, a certain enterprise a makes a planning request, and if the unique identifier of the enterprise a is 10000, then the id is 10000.
Planning time requires timeperiod (date), where date represents the deadline for the request to plan, typically in a year, month, and day format.
Budget requirements budget (fe), where fe represents the budget and corresponding financial constraints of the planning request, and is used to determine the planning resources and planning complexity, etc.
Planning target businessgood (list), where list represents a detailed description of a planning target or a change to a planning target.
Planning resource requirements (list), wherein the list represents the total resource requirements in the planning requirements.
Other planning information otherrequest (information), where the information represents other information of the planning request.
The planning request acquisition module may further manage the whole process of acquiring the planning request, and specifically, the planning request acquisition module may acquire an original planning request filled according to the planning request template, which may be an electronic version or a written version, and then, the planning request acquisition module may perform information cleaning processing on the original planning request according to a preset information cleaning rule to obtain a planning request of the intelligent production system of the coal chemical industry enterprise, and finally, store the planning request in the request information database. For each planning request, the whole acquisition process can be used for planning and recording in the request ledger, and a basis is provided for the requirement tracing in the later period.
The following are common information cleansing rules and countermeasures when the original planning request conforms to the rules:
first, the request information item is defective, and the plan source unit should be reminded to complete the information at this time.
Second, the requested information item format does not conform to the value type, at which point the information content should be reconciled and converted to the specified format.
And thirdly, the request information is not in compliance, and the request for planning the target non-coal chemical industry intelligent production system is not accepted at the moment, so that feedback information is provided.
Optionally, the request information base may store the collected planning requests in a form of a non-relational database (e.g., redis), specifically, a unique identifier of a planning request may be used as a key (key), and information such as request content and key requirements of the planning request may be used as a value (value) of the planning request, so that a formed key value pair may represent the collected planning request. By adopting a Key-value pair mode, the request information base can support various planning requests stored in the request information base to be retrieved through a Key with a unique identifier, so that data support is provided for planning preparation, planning priority assessment and the like. Table 2 below is an example of two planning requests stored in the request information base:
TABLE 2
The planning request management module 102 is configured to determine a planning research range and a research target corresponding to a planning request according to a plurality of planning request items in the planning request, and in addition, the planning request management module may further subscribe the planning request, specifically, subscribe the planning request in the request information base, and perform merging processing or splitting processing on the planning request.
As described above, the system of this embodiment is provided with a planning request management module, which can determine a planning research range and a research target for each newly added planning request, and send the planning research range and the research target to the current enterprise research module 103 by using a uniform format requirement, and in addition, the module can provide processing such as splitting, merging, priority evaluation for the registered planning request (i.e., the planning request already stored in the request information base).
The planning request management module may set a message subscription function, bind the planning request of the planning request acquisition module in the module, and when a new planning request is acquired, the planning request management module may receive a key of the planning request at the same time, and search a corresponding value, that is, a request content of the new planning request, from the request information database according to the key, and the acquired request content may be used for further processing.
The planning request management module can process the planning request according to a certain splitting/combining rule. And determining the priority of the planning request to provide a basis for developing planning work for the coal chemical industry enterprises.
For different planning requests, the planning request management module may analyze the planning request items (obtained from the request content of the planning request) of each planning request, and then determine the processing manners of the planning request according to the differences of the planning request items and the processing rules of the planning request, where the specific processing manners may be respectively represented by C1, C2, and C3, where C1 represents splitting each planning request to be analyzed into multiple items, C2 represents merging the multiple planning requests to be analyzed into one item, and C3 represents independently executing the multiple planning requests to be analyzed. An alternative processing rule for planning a request may be as shown in table 3 below:
TABLE 3
| Serial number | Planning request item | Splitting | Merging | Independent planning | Remarks to note |
| 1 | Planning objective | NR、R、S | S | NR、N | |
| 2 | Planning time requirements | NR | R | N | |
| 3 | Planning resource items | NR | R | N | |
| 4 | Planning budget | NR | R | N | |
| … | … | … | … | … | |
| n | Other requirements | NR | R | N |
In the table, "N" indicates that the requirements of the planning request items are different, "NR" indicates that the requirements of the planning request items are not replaceable, "R" indicates that the requirements of the planning request items are replaceable, and "S" indicates that the requirements of the planning request items are the same. Remarks may be made to illustrate specific situations. The planning request item may include planning objectives, planning time requirements, and the like.
Split planning request (C1): splitting the planning request is performed if the planning requests meet the conditions that the planning target requirements are not different (including that the planning targets are not replaceable, replaceable or the same), the planning time is not replaceable (the planning time requirements do not have an inclusion relation), the planning resource item requirements are not replaceable (the resource requirements overlap but conflict in the content of the resource requirements and cannot be replaced), the planning budget is not replaceable (the budget of any one planning request cannot contain the budget of another one or more to-be-processed planning requests), and other requirements are not replaceable.
Merge planning request (C2): the planning requests are merged if they meet the same planning objective, planning time alternatives (time requirements are close or in inclusive relationship), planning resource item requirements alternatives (resource requirements are close and resources can meet the common usage requirement), planning budget alternatives (the budget of one planning request includes the budget of another one or more planning requests to be merged), other requirements alternatives.
Independent planning request (C3): if the planning requests meet the following conditions that the planning target requirements cannot be replaced or are different, the planning time is different (the time requirements are not repeated at all), the planning resource item requirements are different (the resource requirements are not repeated at all), the planning budget is different, and other requirements are not met, each planning request is executed independently.
After each planning request is split or merged by the planning request management module, the processed planning request needs to be recoded, that is, a new unique identifier is configured for a new planning request obtained by splitting or merging. Similarly, the new planning request obtained by splitting or merging can also be stored in the aforementioned request information base in a key-value pair manner.
The following is a specific example of merging planning requests, assuming that there are two planning requests R00101 and R00102, and after analysis according to the processing rule shown in table 3, the analysis result is shown in table 4 below:
TABLE 4
After merging, the identification code Key = R00201 is newly given to the new planning request obtained by merging, and the new planning request obtained by merging is stored in a Key-value pair form, as shown in table 5, a processing result is added to the OtherRequest field of the new planning request.
TABLE 5
Optionally, when the number of planning requests in the planning request queue is large and the enterprise resources do not support simultaneous execution, a weight may be assigned to each planning request by using an expert evaluation method, so as to determine the priority of each planning request.
Recording the ith planning request in the planning request queue as PRi, wherein each planning request item in the request content of the planning request can be represented as:
PR i ＝{R i (id)，RS i (id)，TR i (date)，B i (fee)，RR i (list)，OR i (information)}。
wherein PR represents a planning request, i represents a serial number of the planning request in a queue, R represents a code of request information, RS represents a code of a request source, TR represents a planning time requirement, B represents a budget requirement, BG represents a planning target, RR represents a planning resource requirement, and OR represents other planning information.
Aiming at the ith planning request, judging the sub-item scores of all the planning request items in the planning request by adopting an expert evaluation method and recording the sub-item scores as: subScore i ＝(SS i，j )。
Wherein i represents the serial number of the planning request in the queue, j represents the j-th planning request item in the request, and the scoring range is 0-1.
The total score of the planning request after the summary is as follows: score i ＝sum(SS i，j )。
For a plurality of planning requests, the Score of each planning request after the summarization can be used i And sequencing the planning requests from big to small, determining the priority in a planning request queue, and storing the priority as an optional identifier of the planning request.
Based on the determined priority, the planning request management module may select a planning request with a high priority. And according to planning request items such as a planning request target, a planning request resource requirement, a time requirement and the like of the planning request, defining a planning investigation range of the planning request and a corresponding investigation target thereof.
After the planning research range and the corresponding research targets are determined (the planning research range and the corresponding research targets can be collectively referred to as research requirements), the planning request management module can distribute the research requirements to the enterprise current situation research module according to a uniform standard interface form.
In a specific example, the following scores of the planning request items can be obtained by an expert evaluation method:
SubScore 3 ＝(SS 3，1 ＝1，SS 3，2 ＝0.8，SS 3，3 ＝0.8，SS 3，4 ＝0.5，SS 3，5 ＝0.8，SS 3 ， 6 ＝0.8，SS 3，7 ＝1)。
the expert evaluation method is to obtain the average score of each planning request item as the score after evaluation by a plurality of experts.
Summarizing the scores of the planning request items to obtain a total Score 3 ＝5.4。
And selecting a planning request R00201 with high priority according to the planning request sequence after the priority is arranged. And defining a planning research range and a corresponding research target according to the contents of planning request items such as a planning request target, a planning request resource requirement, a time requirement and the like.
A planning survey area of a planning request may include:
the current situation of a production device and a storage and transportation system, the current situation of an enterprise business mode and an operation management system, the risk investigation of a supply and demand chain, the research and development capability of enterprise products, the current situation of enterprise information infrastructure, the investigation of a standard system and the like.
The enterprise current situation investigation module 103 is specifically configured to, based on the planning investigation range and the investigation target, acquire enterprise current situation information from the intelligent production system of the coal chemical industry enterprise:
determining a plurality of target function blocks according to the planning and research range, and formulating a research demand sheet according to a research target;
acquiring enterprise current situation information from an intelligent production system of a coal chemical enterprise according to research requirements through each target function block; the enterprise current information comprises operation management system information and production device information in the intelligent production system of the coal chemical industry enterprise.
The enterprise current situation investigation module can collect and analyze the current resources and the operation states of each hierarchy system of the enterprise according to the planning investigation range and the investigation target of the planning request, store the analysis result into the coal chemical industry enterprise current situation investigation resource library and manage the investigation result.
In order to meet the planning requirements of the intelligent production system of the coal chemical industry enterprise, the current state information of the enterprise corresponding to the planning request is firstly analyzed and used as a baseline for planning execution. And the enterprise current situation investigation module divides a plurality of functional blocks according to the investigation range. After receiving research requirements (including planning research scope and research targets), the system completes the research requirements cooperatively through all function blocks, specifically, each function block formulates a research requirement list according to the requirements, collects the existing operation management system/production device and the like of an enterprise, forms a research result, analyzes and summarizes all research results, generates a research report, stores the research report in a current situation research resource library of a coal chemical industry enterprise, and completes the current situation research cooperatively. Table 6 below is an example of a research requisition determined by the enterprise presence research module for a planning request:
TABLE 6
The enterprise current situation information collected by the enterprise current situation research module can be provided to the requirement evaluation management module.
And the requirement evaluation management module 104 is used for evaluating a gap item between the enterprise current state information and a planning request target in the coal chemical industry enterprise current state research resource library, generating a component requirement list according to the gap item, and storing the intelligent production system component requirement list to the component research and development requirement library.
Specifically, after a planning target and current state information of an enterprise planned by the intelligent production system of the coal chemical industry enterprise are determined, the system can evaluate the difference between the current baseline (namely the current state information of the enterprise) and the planning target of the enterprise, so that various difference items are obtained, then the difference items are generated into a component demand list according to a uniform demand template and stored, and in addition, the demand evaluation management system can also manage requests such as access, query, summary and the like of the demand list. Table 7, below, is an example of a component requirement list generated in one specific example:
TABLE 7
The unit planning management module 105 formulates a unit development requirement and a unit development route map of each component in the component requirement list.
Wherein the unit development requirements include functional unit development requirements and data unit development requirements.
When the unit planning management module 105 formulates the unit development requirement and the unit development route map of each component in the component requirement list, the unit development requirement and the unit development route map are specifically used for:
determining the unit development requirement of each component in the component requirement list according to the planning request target and each component recorded in the component requirement list;
performing data interaction with a requirement evaluation management module to obtain a unit baseline corresponding to each component in a component requirement list;
and aiming at each component in the component requirement list, comparing the unit development requirement corresponding to the component with the unit baseline corresponding to the component to determine a unit development route map of the component.
The unit baseline of the component can be determined according to the enterprise current situation information collected by the enterprise current situation research module, and one component generally comprises a data unit and a functional unit.
Specifically, the unit planning management module 105 may read the component requirement list generated by the requirement evaluation management module, and perform the following data and function unit planning for each component in the list, so as to determine the unit development route map of each component:
determining the data of each component in the component demand list and the overall requirements of the functional units, namely unit development requirements, according to the requirements of the component items in the component demand list, planning targets in the planning request and the like; interacting with a demand evaluation management system, and collaboratively investigating each functional unit of the assembly and a unit baseline of the data unit; and comparing and determining the unit development requirements and the unit baselines of the units of the component requirements, and storing the comparison results in the form of a list, a matrix or a chart. And forming a final unit development route map, and recording the whole process to form a traceable file.
And the planning process control module 106 is used for managing a planning implementation process of the unit based on the unit development requirement and the unit development route map development so as to complete the intelligent production system planning of the coal chemical industry enterprise, which meets the planning request target.
The planning process control module can collect the output of each system in each stage of the planning process, execute process review (examination and evaluation), manage the improvement scheme and complete the intelligent production system planning meeting the planning target.
The review process may include:
InitialConditions＝{Co i (T/F) }: confirmation of initial conditions, wherein Co i And preparing conditions for each review, wherein T represents that the initial conditions are met, F represents that the initial conditions are not met, and the review can be carried out if the initial conditions are met, otherwise, the review cannot be carried out. The initial conditions may be varied, and the following Table 8 lists several common initial conditions:
TABLE 8
ReviewRules＝{Rr j }: selecting a corresponding review method, wherein Rr j The review rule items are represented.
ReviewProcess{Rp k (Rr j ) }: performing a result assessment of the review, wherein Rp k Representing steps of the review process, rr j Indicating the rules that the steps should follow.
ReviewComment{Rc l }: analyzing the results of the evaluation to give a processing opinion, wherein Rc l Representing the review process opinion item.
Summarizing and reviewing the opinion items to generate a review report; if the review fails, an improvement is generated. The review report or review improvement is fed back to the corresponding system. Managing the evaluation process, and meeting the planning goal of the intelligent production system planning.
The application provides a planning system of coal chemical industry enterprise intelligent production system, the system includes: the planning request acquisition module is used for acquiring a planning request of the intelligent production system of the coal chemical industry enterprise and storing the planning request in a request information database; the planning request management module is used for determining a planning research range and a research target corresponding to a planning request according to a plurality of planning request items in the planning request; the planning request item at least comprises a planning request target, a planning request resource requirement and a time requirement; the enterprise current situation investigation module is used for acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise based on the planning investigation range and the investigation target and storing the enterprise current situation information to a coal chemical industry enterprise current situation investigation resource library; the demand evaluation management module is used for evaluating a difference item between the enterprise current situation information and a planning request target in a coal chemical industry enterprise current situation research resource library, generating a component demand list according to the difference item, and storing the intelligent production system component demand list to a component research and development demand library; wherein the component requirement list comprises a plurality of components; the unit planning management module is used for making unit development requirements and unit development route maps of each component in the component requirement list; the unit development requirements comprise functional unit development requirements and data unit development requirements; and the planning process control module is used for managing a planning implementation process of the unit based on the unit development requirement and the unit development route map development so as to complete the intelligent production system planning of the coal chemical industry enterprise, which meets the planning request target. The scheme aims at the planning problem of the intelligent production system of the traditional coal chemical industry enterprise, can comprehensively cover the system planning process, provides a standardized method and rules for the planning of the intelligent production system of the coal chemical industry enterprise, and solves the problems of difficult digital transformation, low intelligent degree and the like of the traditional coal chemical industry enterprise.
Referring to fig. 2, in combination with the planning system of the intelligent production system of the coal chemical industry enterprise, an embodiment of the present application further provides a planning method of the intelligent production system of the coal chemical industry enterprise, where the method may include the following steps:
s201, collecting a planning request of the intelligent production system of the coal chemical industry enterprise, and storing the planning request in a request information database.
S202, according to the plurality of planning request items in the planning request, determining a planning and research range and a research target corresponding to the planning request.
The planning request item at least comprises a planning request target, a planning request resource requirement and a time requirement.
And S203, acquiring the current state information of the enterprises from the intelligent production system of the coal chemical industry enterprise based on the planning and research range and the research target, and storing the current state information of the enterprises to a current state research resource library of the coal chemical industry enterprise.
And S204, evaluating gap items, generating a component demand list according to the gap items, and storing the component demand list of the intelligent production system to a component research and development demand library.
Wherein the component requirement list comprises a plurality of components. The gap item refers to a gap item between the enterprise current situation information in the coal chemical industry enterprise current situation research resource base and the planning request target.
S205, unit development requirements and unit development route maps of each component in the component requirement list are formulated.
Wherein, the unit development requirement comprises a functional unit development requirement and a data unit development requirement.
And S206, managing a planning implementation process of the unit based on the unit development requirement and the unit development route map development so as to complete the intelligent production system planning of the coal chemical industry enterprise, which meets the planning request target.
Optionally, the acquiring a planning request of the intelligent production system of the coal chemical industry enterprise, and storing the planning request in a request information database includes:
acquiring a planning request type of an intelligent production system of a coal chemical industry enterprise;
selecting a planning request template matched with the type of the planning request;
acquiring an original planning request filled according to a planning request template;
performing information cleaning processing on the original planning request according to a preset information cleaning rule to obtain a planning request of the intelligent production system of the coal chemical industry enterprise;
and storing the planning request in a request information database, and recording in a planning request ledger.
Optionally, after determining a planning research range and a research target corresponding to the planning request according to a plurality of planning request items in the planning request, the method further includes:
and subscribing a planning request, and performing merging processing or splitting processing on the planning request.
Optionally, based on the planning investigation range and the investigation target, acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise, including:
determining a plurality of target function blocks according to the planning investigation range, and formulating an investigation demand sheet according to the investigation target;
acquiring enterprise current situation information from an intelligent production system of a coal chemical enterprise according to research requirements through each target function block; the enterprise current information comprises operation management system information and production device information in the intelligent production system of the coal chemical industry enterprise.
Optionally, the step of formulating a unit development requirement and a unit development route map of each component in the component requirement list includes:
determining the unit development requirement of each component in the component requirement list according to the planning request target and each component recorded in the component requirement list;
performing data interaction with a requirement evaluation management module to obtain a unit baseline corresponding to each component in a component requirement list;
and aiming at each component in the component requirement list, comparing the unit development requirement corresponding to the component with the unit baseline corresponding to the component to determine a unit development route map of the component.
The specific implementation process of each step of the planning method for the intelligent production system of the coal chemical industry enterprise provided in this embodiment refers to the working principle of each module in the planning system for the intelligent production system of the coal chemical industry enterprise provided in the foregoing embodiment, and details are not described here.
The application provides a planning method of an intelligent production system of a coal chemical industry enterprise, which specifically comprises the steps of collecting a planning request of the intelligent production system of the coal chemical industry enterprise, and storing the planning request in a request information database; determining a planning investigation range and a investigation target corresponding to the planning request according to a plurality of planning request items in the planning request; the planning request item at least comprises a planning request target, a planning request resource requirement and a time requirement; acquiring enterprise current situation information from an intelligent production system of the coal chemical industry enterprise based on a planning and research range and a research target, and storing the enterprise current situation information into a current situation research resource library of the coal chemical industry enterprise; evaluating a difference item between the enterprise current situation information and a planning request target in a coal chemical industry enterprise current situation research resource library, generating a component demand list according to the difference item, and storing the intelligent production system component demand list to a component research and development demand library; wherein the component requirement list comprises a plurality of components; formulating a unit development requirement and a unit development route map of each component in the component requirement list; the unit development requirements comprise functional unit development requirements and data unit development requirements; and managing a planning implementation process of the unit based on the unit development requirement and the unit development route map development so as to complete the intelligent production system planning of the coal chemical industry enterprise, which meets the planning request target. The scheme aims at the planning problem of the intelligent production system of the traditional coal chemical industry enterprise, can comprehensively cover the system planning process, provides a standardized method and rules for the planning of the intelligent production system of the coal chemical industry enterprise, and solves the problems of difficult digital transformation, low intelligent degree and the like of the traditional coal chemical industry enterprise.
Another embodiment of the application further provides a planning method for the intelligent production system of the coal chemical industry enterprise, and the method can comprise a planning and making process and planning process control. Referring to fig. 3, the planning process may include the following steps:
301. and collecting a planning request. Specifically, the planning request template may be utilized to collect the original request from the planning request source, and the collected original request may be stored in the request information database in the form of a key-value pair.
302. Subscribe to new planning requests.
When a new planning request exists, a corresponding key value pair can be obtained through subscription, and when no new request exists, the request information database can be continuously monitored.
303. And processing and managing the planning request.
Step 303 may be performed according to a processing rule of the pre-configured planning request, and a processing result may be output after the processing, including splitting, merging, independent planning, and the like.
304. The identification code of the planning request is updated.
The updated planning request may be stored in a planning request queue, and the identifier in the request information database may need to be updated in step 304.
305. Aggregate scores, rank request priorities.
Step 305 may be performed based on the scores generated by the expert judgments, and after step 305, a high priority planning request may be output to step 306.
306. The requirements of the planning request are analyzed and distributed.
307. The current situation of the intelligent production system of the coal chemical industry enterprise is investigated by dividing functional blocks according to requirements.
Step 307 may obtain the enterprise current status information (also called planning baseline), and generate a research report according to the enterprise current status information, and store the research report in the coal chemical industry enterprise current status research repository.
308. Component development requirements are evaluated.
A component requirement list can be generated, via step 308.
309. Planning data and functional units.
A unit development roadmap can be generated by the component 309 to end the planning process.
Referring to fig. 4, in the planning method of the intelligent production system of the coal chemical industry enterprise provided in this embodiment, the flow of the planning control process may include the following steps:
401. the preparation process is reviewed.
In step 401, corresponding preparation work can be carried out for the aforementioned initial conditions.
402. And judging whether the evaluation condition is met. If the evaluation condition, i.e., the initial condition is determined to be no, the process returns to 401, and if the evaluation condition is determined to be yes, the process proceeds to 403.
403. And (6) a review process.
The specific implementation process of 403 may refer to the operation principle of the planning system of the intelligent production system of the coal chemical industry enterprise. 403 may be executed according to several review rule items in the preset review rules.
404. And processing the opinion review.
405. And judging whether the evaluation is passed.
If the review passes, a review report is provided and the process ends. If the evaluation fails, an improved scheme is provided, then the planning and making process is executed again, specifically, a planning request is executed and processed, the current situation of the intelligent production system of the coal chemical industry enterprise is investigated, the priority of the planning request is arranged, the research and development requirements of the components are evaluated, data and functional units are planned, and then the operation is executed again 401.
The specific implementation process of each step in the above embodiment may refer to the foregoing working principle of the corresponding unit in the planning system of the intelligent production system of the coal chemical industry enterprise, and is not described in detail.
Finally, it should also be 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 another identical element in a process, method, article, or apparatus that comprises the element.
It should be noted that the terms "first", "second", and the like in the present invention are only used for distinguishing different devices, modules or units, and are not used for limiting the order or interdependence relationship of the functions performed by the devices, modules or units.
Those skilled in the art can make or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the application. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims (8)
1. The utility model provides a planning system of coal chemical industry enterprise intelligent production system which characterized in that includes:
planning request collection module gathers the planning request of coal chemical industry enterprise intelligent production system, includes: acquiring a planning request type of an intelligent production system of a coal chemical industry enterprise, selecting a planning request template matched with the planning request type, acquiring an original planning request filled according to the planning request template, and performing information cleaning processing on the original planning request according to a preset information cleaning rule to obtain the planning request of the intelligent production system of the coal chemical industry enterprise, wherein the planning request type comprises a frame change request or a migration planning request; and storing the planning request in a request information database, including: storing the planning request in a request information database, and recording in a planning request ledger;
the planning request management module is used for determining a planning investigation range and a investigation target corresponding to the planning request according to a plurality of planning request items in the planning request; wherein the planning request item at least comprises a planning request target, a planning request resource requirement and a time requirement;
the enterprise current situation investigation module is used for acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise based on the planning investigation range and the investigation target and storing the enterprise current situation information to a coal chemical industry enterprise current situation investigation resource library;
the demand evaluation management module is used for evaluating a gap item between the enterprise current situation information and the planning request target in the coal chemical industry enterprise current situation research resource library, generating a component demand list according to the gap item, and storing the intelligent production system component demand list to a component research and development demand library; wherein the component requirement list comprises a plurality of components;
the unit planning management module is used for making unit development requirements and unit development route maps of each component in the component requirement list; wherein the unit development requirements comprise functional unit development requirements and data unit development requirements;
and the planning process control module is used for managing a planning implementation process of the unit developed based on the unit development requirement and the unit development route map so as to complete the intelligent production system planning of the coal chemical industry enterprises, which meets the planning request target.
2. The planning system of claim 1, wherein the planning request management module is further configured to:
and subscribing the planning request, and performing merging processing or splitting processing on the planning request.
3. The planning system according to claim 1, wherein the enterprise presence investigation module is configured to, when acquiring enterprise presence information from the intelligent production system of the coal chemical industry enterprise based on the planning investigation range and the investigation goal:
determining a plurality of target function blocks according to the planning investigation range, and formulating an investigation demand sheet according to the investigation target;
acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise according to the investigation requirement sheet through each target function block; the enterprise current situation information comprises operation management system information and production device information in the intelligent production system of the coal chemical industry enterprise.
4. The planning system according to claim 1, wherein the unit planning management module, when formulating the unit development requirement and the unit development route map of each of the components in the component requirement list, is specifically configured to:
determining unit development requirements of each component in the component requirement list according to the planning request target and each component recorded in the component requirement list;
performing data interaction with the requirement evaluation management module to obtain a unit baseline corresponding to each component in the component requirement list;
and aiming at each component in the component requirement list, comparing the unit development requirement corresponding to the component with the unit baseline corresponding to the component to determine a unit development route map of the component.
5. A planning method for an intelligent production system of a coal chemical industry enterprise is characterized by comprising the following steps:
gather the planning request of coal chemical industry enterprise intelligent production system, include: acquiring a planning request type of an intelligent production system of a coal chemical industry enterprise, selecting a planning request template matched with the planning request type, acquiring an original planning request filled according to the planning request template, and performing information cleaning processing on the original planning request according to a preset information cleaning rule to obtain the planning request of the intelligent production system of the coal chemical industry enterprise, wherein the planning request type comprises a frame change request or a migration planning request; and storing the planning request in a request information database, including: storing the planning request in a request information database, and recording the planning request in a planning request ledger;
determining a planning and research range and a research target corresponding to the planning request according to a plurality of planning request items in the planning request; wherein the planning request item at least comprises a planning request target, a planning request resource requirement and a time requirement;
acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise based on the planning and research range and the research target, and storing the enterprise current situation information into a coal chemical industry enterprise current situation research resource library;
evaluating a difference item between the enterprise current situation information and the planning request target in the coal chemical industry enterprise current situation research resource library, generating a component demand list according to the difference item, and storing the intelligent production system component demand list to a component research and development demand library; wherein the component requirement list comprises a plurality of components;
formulating a unit development requirement and a unit development route map of each component in the component requirement list; wherein the unit development requirements comprise functional unit development requirements and data unit development requirements;
and managing a planning implementation process of the unit developed based on the unit development requirement and the unit development route map so as to complete the intelligent production system planning of the coal chemical industry enterprise, which meets the planning request target.
6. The planning method according to claim 5, wherein the determining a planning research range and a research target corresponding to the planning request according to a plurality of planning request items in the planning request further comprises:
and subscribing the planning request, and performing merging processing or splitting processing on the planning request.
7. The planning method according to claim 5, wherein the collecting enterprise presence information from the intelligent production system of the coal chemical industry enterprise based on the planning research scope and the research goal comprises:
determining a plurality of target function blocks according to the planning and researching range, and formulating a researching requirement list according to the researching target;
acquiring enterprise current situation information from the intelligent production system of the coal chemical industry enterprise according to the investigation demand sheet through each target function block; the enterprise current situation information comprises operation management system information and production device information in the intelligent production system of the coal chemical industry enterprise.
8. The planning method of claim 5, wherein said formulating a unit development requirement and a unit development roadmap for each of said components in said list of component requirements comprises:
determining unit development requirements of each component in the component requirement list according to the planning request target and each component recorded in the component requirement list;
obtaining a unit baseline corresponding to each component in the component requirement list;
and aiming at each component in the component requirement list, comparing the unit development requirement corresponding to the component with the unit baseline corresponding to the component to determine a unit development route map of the component.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110633115.4A CN113361931B (en) | 2021-06-07 | 2021-06-07 | Planning system and method for intelligent production system of coal chemical industry enterprise |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110633115.4A CN113361931B (en) | 2021-06-07 | 2021-06-07 | Planning system and method for intelligent production system of coal chemical industry enterprise |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN113361931A CN113361931A (en) | 2021-09-07 |
| CN113361931B true CN113361931B (en) | 2023-04-07 |
Family
ID=77532887
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110633115.4A Active CN113361931B (en) | 2021-06-07 | 2021-06-07 | Planning system and method for intelligent production system of coal chemical industry enterprise |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN113361931B (en) |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5983194A (en) * | 1994-09-28 | 1999-11-09 | I2 Technologies, Inc. | Planning coordination systems for coordinating separate factory planning systems and a method of operation |
Family Cites Families (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050114829A1 (en) * | 2003-10-30 | 2005-05-26 | Microsoft Corporation | Facilitating the process of designing and developing a project |
| CN101452550A (en) * | 2008-11-19 | 2009-06-10 | 中国网络通信集团公司 | Requirement information processing method for system |
| CN105786517A (en) * | 2016-03-09 | 2016-07-20 | 浪潮软件集团有限公司 | Tax industry informatization architecture design method based on' Internet plus |
| CN108171422A (en) * | 2017-12-28 | 2018-06-15 | 鞍钢集团自动化有限公司 | A kind of platform construction method of steel intelligent plant |
| CN109146372A (en) * | 2018-04-26 | 2019-01-04 | 宏泰集团（厦门）有限公司 | Global wisdom manufactures sales service system |
| CN109491642A (en) * | 2018-11-01 | 2019-03-19 | 成都信息工程大学 | A kind of Requirements Modeling system and method based on scene, information data processing terminal |
-
2021
- 2021-06-07 CN CN202110633115.4A patent/CN113361931B/en active Active
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5983194A (en) * | 1994-09-28 | 1999-11-09 | I2 Technologies, Inc. | Planning coordination systems for coordinating separate factory planning systems and a method of operation |
Also Published As
| Publication number | Publication date |
|---|---|
| CN113361931A (en) | 2021-09-07 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11003645B1 (en) | Column lineage for resource dependency system and graphical user interface | |
| Abdalkareem et al. | What do developers use the crowd for? a study using stack overflow | |
| US7574379B2 (en) | Method and system of using artifacts to identify elements of a component business model | |
| CN111008197A (en) | Data center design method for power marketing service system | |
| CN109784721B (en) | Employment data analysis and data mining analysis platform system | |
| Lagerström et al. | Visualizing and measuring enterprise application architecture: an exploratory telecom case | |
| CN104899143B (en) | The software peer review system implementation device of data mining is provided | |
| Kazman et al. | Evaluating the effects of architectural documentation: A case study of a large scale open source project | |
| Lagerström et al. | Visualizing and measuring enterprise architecture: an exploratory biopharma case | |
| Dal Sasso et al. | What makes a satisficing bug report? | |
| CN107480188B (en) | Audit service data processing method and computer equipment | |
| CN113722564A (en) | Visualization method and device for energy and material supply chain based on space map convolution | |
| Li et al. | Configurable event correlation for process discovery from object-centric event data | |
| CN113361931B (en) | Planning system and method for intelligent production system of coal chemical industry enterprise | |
| Bibi et al. | Combining probabilistic models for explanatory productivity estimation | |
| Dehghan et al. | Predicting likelihood of requirement implementation within the planned iteration: an empirical study at ibm | |
| Tytenko et al. | Software and information support for business analysis in enterprise management | |
| US20140149186A1 (en) | Method and system of using artifacts to identify elements of a component business model | |
| Shikhli et al. | Data Acquisition Model for Analyzing Schedule Delays Using KDD: Knowledge Discovery and Datamining | |
| US9239867B2 (en) | System and method for fast identification of variable roles during initial data exploration | |
| Hammad et al. | Knowledge discovery in data: A case study | |
| Ershadi et al. | Effective application of information technology tools for real-time project management | |
| Asrani et al. | Designing a Framework to Standardize Data Warehouse Development Process for Effective Data Warehousing Practices | |
| CN112381228B (en) | Knowledge system construction and application method based on business | |
| Richard et al. | A spatial-temporal comparison of ev charging station clusters leveraging multiple validity indices |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |