An intelligent preparation system and method for special ceramic materials

Abstract

The present invention discloses an intelligent preparation system and method for special ceramic materials, which relates to the field of production management technology, including: comprehensive analysis of the initial production efficiency of each preparation area; predictive analysis of the production efficiency requirements of each preparation area; screening out the preparation areas whose initial production efficiency is less than the production efficiency requirements as the preparation areas to be upgraded; determining the initial upgrade priority of each preparation area to be upgraded; determining the total number of production resources that can be deployed in the current plant area; determining the production resource requirements of each preparation area; planning the optimal production resource deployment plan; and performing production resource allocation management for each preparation area to be upgraded. The advantages of the present invention are: realizing the overall intelligent analysis of the production plans of various special ceramic materials in the plant area and the preparation capacity of the preparation area, improving the production efficiency of each preparation area, and then effectively improving the production capacity, reducing the production losses of the enterprise caused by insufficient production capacity, and effectively meeting the comprehensive intelligent management needs of the entire plant area preparation.

Description

Technical Field

[0001] The present invention relates to the technical field of production management, and in particular to an intelligent preparation system and method for special ceramic materials. Background Art

[0002] Ceramic materials refer to a type of inorganic non-metallic material made from natural or synthetic compounds through forming and high-temperature sintering. It has the advantages of high melting point, high hardness, high wear resistance, and oxidation resistance. It can be used as structural materials and tool materials. Because ceramics also have some special properties, they can also be used as functional materials.

[0003] The preparation process of special ceramic materials usually requires multiple process steps, among which different process steps are usually completed in different processing and preparation areas. When the factory is carrying out production and preparation, it is often necessary to prepare a variety of special ceramic materials with different performance requirements at the same time. The special ceramic materials with different performance requirements overlap in the preparation areas, and the existing ceramic material preparation system cannot perform an overall intelligent analysis of the production plans and preparation area preparation capabilities of various special ceramic materials in the factory, and cannot meet the comprehensive intelligent management needs of the entire factory preparation. Summary of the invention

[0004] In order to solve the above-mentioned technical problems, an intelligent preparation system and method for special ceramic materials are provided. This technical solution solves the problem that the above-mentioned existing ceramic material preparation system cannot conduct an overall intelligent analysis of the production plans and preparation capabilities of various special ceramic materials in the factory, and cannot meet the comprehensive intelligent management needs of the entire factory preparation.

[0005] In order to achieve the above purpose, the technical solution adopted by the present invention is:

[0006] An intelligent preparation method for special ceramic materials, comprising:

[0007] Obtain the preparation status of each preparation area of ​​special ceramic materials, and comprehensively analyze the initial production efficiency of each preparation area based on the preparation status of the preparation area;

[0008] Based on production scheduling data, predict and analyze the production efficiency requirements of each preparation area;

[0009] Based on the initial production efficiency of each preparation area and the production efficiency requirements of each preparation area, the preparation areas whose initial production efficiency is less than the production efficiency requirements are selected as the preparation areas to be improved;

[0010] Determine the initial promotion priority of each preparation area to be promoted based on the production attributes of each preparation area to be promoted;

[0011] Determine the total number of production resources that can be deployed in the current plant;

[0012] Determine the production resource requirements of each preparation area based on the initial production efficiency of each preparation area and the production efficiency requirements of each preparation area;

[0013] Plan the optimal production resource allocation plan based on the production resource requirements of each preparation area to be upgraded, the upgrade priority of each preparation area to be upgraded, and the total number of production resources that can be allocated in the current plant area;

[0014] The currently available production resources in the plant will be allocated and managed according to the optimal production resource allocation plan for each preparation area to be upgraded.

[0015] Preferably, the comprehensive analysis of the initial production efficiency of each preparation area based on the preparation status of the preparation area specifically includes:

[0016] Set an analysis cycle and analysis duration, and divide the analysis cycle closest to the current time into several analysis time periods based on the analysis duration;

[0017] Collect the historical preparation efficiency of the preparation area in each analysis period;

[0018] The analysis periods are numbered in order from the most recent to the most recent;

[0019] Based on the historical preparation efficiency of the preparation area in each analysis period, the initial production efficiency of the preparation area is determined by the production analysis formula;

[0020] Wherein, the production analysis formula is specifically:

[0021]

[0022] In the formula, is the initial production efficiency of the preparation area, is the total number of analysis periods, is the historical preparation efficiency of the preparation area during the analysis period numbered j.

[0023] Preferably, the predicting and analyzing the production efficiency requirements of each preparation area based on the production scheduling data specifically includes:

[0024] Obtain all types of special ceramic materials produced in the current plant, divide all types of special ceramic materials into preparation processes, and determine one or more preparation areas corresponding to each type of special ceramic material;

[0025] Determine the production scheduling efficiency for each specialty ceramic material type;

[0026] Based on the production scheduling efficiency of each type of special ceramic material, determine the supply demand of the corresponding preparation area for each type of special ceramic material;

[0027] Based on all supply demands of the preparation area, the production efficiency demand of each preparation area is predicted and analyzed through the demand calculation formula;

[0028] The demand calculation formula is specifically:

[0029]

[0030] In the formula, is the production efficiency requirement of the kth preparation area, is the total number of special ceramic material types required for the kth preparation area, is the supply demand of the i-th special ceramic material type in the k-th preparation area, is an error coefficient, and the value range of the error coefficient is 0.05-0.1.

[0031] Preferably, the determining of the initial promotion priority of each preparation area to be promoted based on the production attributes of each preparation area to be promoted specifically includes:

[0032] Get the total number of special ceramic materials supplied to each preparation area to be upgraded, and form a type array A. ,in, is the total number of special ceramic materials supplied to the dth preparation area to be upgraded, is the total number of preparation areas to be upgraded;

[0033] Obtain the difference between the initial production efficiency and the production efficiency requirement for each preparation area to be improved, and form a requirement difference array B. ,in, is the difference between the initial production efficiency and the production efficiency requirement corresponding to the dth preparation area to be upgraded;

[0034] Filter out The maximum value in and minimum value ;

[0035] Filter out The maximum value in and minimum value ;

[0036] Based on the priority division formula, calculate the initial promotion priority of the preparation area to be promoted;

[0037] The priority division formula is specifically:

[0038]

[0039] In the formula, It is the initial promotion priority of the dth preparation area to be promoted.

[0040] Preferably, the planning of the optimal production resource allocation scheme based on the production resource demand of each preparation area to be upgraded, the upgrading priority of each preparation area to be upgraded and the total number of production resources that can be allocated in the current plant area specifically includes:

[0041] Determine whether the total production resource demand of all preparation areas to be upgraded is greater than the total number of deployable production resources. If so, determine that the total number of deployable production resources cannot fully meet the demand. If not, determine that the total number of deployable production resources can fully meet the demand, and use the production resource demand of each preparation area to be upgraded as the optimal production resource allocation plan;

[0042] When the total number of deployable production resources cannot fully meet demand, the optimal production resource allocation plan is planned based on the optimal allocation planning algorithm.

[0043] Preferably, the optimal allocation planning algorithm is specifically:

[0044] Based on the initial promotion priority of each preparation area to be promoted and the production resource demand of each preparation area to be promoted, a promotion priority-production resource allocation change function of each preparation area to be promoted is established;

[0045] Establish a production resource allocation management model based on the promotion priority of each preparation area to be promoted-production resource allocation change function;

[0046] Establish constraints on production resource allocation;

[0047] Based on the production resource allocation constraints, a production resource allocation management solution is obtained when the production resource allocation management model reaches the maximum value, which is used as the optimal production resource allocation management solution.

[0048] Preferably, the priority-production resource allocation change function is:

[0049]

[0050] Raising priority - In the production resource allocation change function, To increase priority, is the production resource allocated to the dth preparation area to be upgraded, is the production resource demand of the dth preparation area to be upgraded.

[0051] Preferably, the production resource allocation management model is:

[0052]

[0053] In the production resource allocation management model, Assign management indicators to production resources;

[0054] Preferably, the expression of the production resource allocation constraint condition is:

[0055]

[0056] In the expression of production resource allocation constraints, The total number of production resources that can be deployed.

[0057] Furthermore, an intelligent preparation system for special ceramic materials is proposed, which is used to realize the intelligent preparation method for special ceramic materials as mentioned above, comprising:

[0058] An initial production calculation module, which is used to obtain the preparation status of each preparation area of ​​the special ceramic material and comprehensively analyze the initial production efficiency of each preparation area based on the preparation status of the preparation area;

[0059] A demand forecasting module, which is used to forecast and analyze the production efficiency requirements of each preparation area based on production scheduling data;

[0060] An upgrade determination module, the upgrade determination module is electrically connected to the initial production calculation module and the demand prediction module, and the upgrade determination module is used to screen out the preparation areas whose initial production efficiency is less than the production efficiency requirement based on the initial production efficiency of each preparation area and the production efficiency requirement of each preparation area, as the preparation areas to be upgraded;

[0061] A priority calculation module, the priority calculation module is used to determine the initial promotion priority of each preparation area to be promoted based on the production attributes of each preparation area to be promoted;

[0062] A demand calculation module, the demand calculation module is electrically connected to the initial production calculation module, the demand prediction module and the improvement determination module, and the demand calculation module is used to determine the total number of production resources that can be deployed in the current plant area, and determine the production resource demand of each preparation area based on the initial production efficiency of each preparation area and the production efficiency requirements of each preparation area;

[0063] A scheme planning module is electrically connected to the priority calculation module and the demand calculation module, and is used to plan the optimal production resource allocation scheme based on the production resource demand of each preparation area to be upgraded, the upgrade priority of each preparation area to be upgraded, and the total number of production resources that can be allocated in the current plant area, and to manage the production resource allocation of each preparation area to be upgraded according to the optimal production resource allocation scheme.

[0064] Compared with the prior art, the present invention has the following beneficial effects:

[0065] The present invention proposes an intelligent preparation plan for special ceramic materials. First, based on the initial production efficiency of each preparation area in the factory and the production efficiency requirements of each preparation area, several preparation areas with insufficient production capacity to be improved are screened out. Then, based on the properties of the preparation areas to be improved, the production resources that can be deployed in the factory are intelligently allocated. In this way, the production plans of various special ceramic materials in the factory and the overall intelligent analysis of the preparation capacity of the preparation areas are realized. The production resources can be pre-allocated, the production efficiency of each preparation area can be improved, and then the production capacity can be effectively improved, and the production losses of the enterprise caused by insufficient production capacity can be reduced. The comprehensive intelligent management needs of the preparation of the entire factory can be effectively met. BRIEF DESCRIPTION OF THE DRAWINGS

[0066] Figure 1 Flow chart of the intelligent preparation method of special ceramic materials proposed for this scheme;

[0067] Figure 2 This is a flow chart of a method for comprehensively analyzing the initial production efficiency of each preparation area based on the preparation status of the preparation area in this scheme;

[0068] Figure 3 A flow chart of the method for predicting and analyzing the production efficiency requirements of each preparation area in this solution;

[0069] Figure 4 A flow chart of the method for planning the optimal production resource allocation plan in this solution;

[0070] Figure 5 This is a flow chart of the method for the optimal allocation planning algorithm in this scheme. DETAILED DESCRIPTION

[0071] The following description is used to disclose the present invention so that those skilled in the art can implement the present invention. The preferred embodiments described below are only examples, and those skilled in the art may think of other obvious variations.

[0072] Reference Figure 1 As shown, an intelligent preparation method of special ceramic materials includes:

[0073] Obtain the preparation status of each preparation area of ​​special ceramic materials, and comprehensively analyze the initial production efficiency of each preparation area based on the preparation status of the preparation area;

[0074] Based on production scheduling data, predict and analyze the production efficiency requirements of each preparation area;

[0075] Based on the initial production efficiency of each preparation area and the production efficiency requirements of each preparation area, the preparation areas whose initial production efficiency is less than the production efficiency requirements are selected as the preparation areas to be improved;

[0076] Determine the initial promotion priority of each preparation area to be promoted based on the production attributes of each preparation area to be promoted;

[0077] Determine the total number of production resources that can be deployed in the current plant;

[0078] Determine the production resource requirements of each preparation area based on the initial production efficiency of each preparation area and the production efficiency requirements of each preparation area;

[0079] Plan the optimal production resource allocation plan based on the production resource requirements of each preparation area to be upgraded, the upgrade priority of each preparation area to be upgraded, and the total number of production resources that can be allocated in the current plant area;

[0080] The currently available production resources in the plant will be allocated and managed according to the optimal production resource allocation plan for each preparation area to be upgraded.

[0081] This solution selects several preparation areas with insufficient production capacity to be upgraded based on the initial production efficiency of each preparation area in the plant and the production efficiency requirements of each preparation area. Then, the production resources that can be deployed in the plant are intelligently allocated based on the properties of the preparation areas to be upgraded. In this way, the production plan of various special ceramic materials in the plant and the overall intelligent analysis of the preparation capacity of the preparation area are realized. Production resources can be deployed in advance to improve the production efficiency of each preparation area, thereby effectively improving production capacity.

[0082] Reference Figure 2 As shown, the initial production efficiency of each preparation area is comprehensively analyzed based on the preparation status of the preparation area, including:

[0083] Set an analysis cycle and analysis duration, and divide the analysis cycle closest to the current time into several analysis time periods based on the analysis duration;

[0084] Collect the historical preparation efficiency of the preparation area in each analysis period;

[0085] The analysis periods are numbered in order from the most recent to the most recent;

[0086] Based on the historical preparation efficiency of the preparation area in each analysis period, the initial production efficiency of the preparation area is determined by the production analysis formula;

[0087] Among them, the production analysis formula is as follows:

[0088]

[0089] In the formula, is the initial production efficiency of the preparation area, is the total number of analysis periods, is the historical preparation efficiency of the preparation area during the analysis period numbered j.

[0090] It is understandable that with the natural loss factors such as aging of equipment inside the preparation area, the overall preparation efficiency of the preparation area will show a changing trend. Within a certain analysis period, this scheme adopts a linear trend prediction method to predict and calculate the production efficiency of the preparation area in the next time period. In this way, dynamic pre-control of the preparation efficiency of the preparation area can be achieved to ensure stability during later preparation planning.

[0091] Reference Figure 3 As shown in the figure, based on the production scheduling data, the production efficiency requirements of each preparation area are predicted and analyzed, including:

[0092] Obtain all types of special ceramic materials produced in the current plant, divide all types of special ceramic materials into preparation processes, and determine one or more preparation areas corresponding to each type of special ceramic material;

[0093] Determine the production scheduling efficiency for each specialty ceramic material type;

[0094] Based on the production scheduling efficiency of each type of special ceramic material, determine the supply demand of the corresponding preparation area for each type of special ceramic material;

[0095] Based on all supply demands of the preparation area, the production efficiency demand of each preparation area is predicted and analyzed through the demand calculation formula;

[0096] The demand calculation formula is as follows:

[0097]

[0098] In the formula, is the production efficiency requirement of the kth preparation area, is the total number of special ceramic material types required for the kth preparation area, is the supply demand of the i-th special ceramic material type in the k-th preparation area, is the error coefficient, and the error coefficient ranges from 0.05 to 0.1.

[0099] It is understandable that when the factory is carrying out production and preparation, it is often necessary to prepare a variety of special ceramic materials with different performance requirements at the same time. There are cross-preparation areas for the special ceramic materials with different performance requirements. In this plan, combined with the cross-preparation area analysis, all supply demands of the preparation area are summed up, and an error coefficient is set to ensure that there is a certain fault tolerance rate in the production of the preparation area, thereby effectively ensuring that the predicted production efficiency requirements can meet the comprehensive production of special ceramic materials.

[0100] Based on the production attributes of each preparation area to be upgraded, the initial upgrade priority of each preparation area to be upgraded is determined, including:

[0101] Get the total number of special ceramic materials supplied to each preparation area to be upgraded, and form a type array A. ,in, is the total number of special ceramic materials supplied to the dth preparation area to be upgraded, is the total number of preparation areas to be upgraded;

[0102] Obtain the difference between the initial production efficiency and the production efficiency requirement for each preparation area to be improved, and form a requirement difference array B. ,in, is the difference between the initial production efficiency and the production efficiency requirement corresponding to the dth preparation area to be upgraded;

[0103] Filter out The maximum value in and minimum value ;

[0104] Filter out The maximum value in and minimum value ;

[0105] Based on the priority division formula, calculate the initial promotion priority of the preparation area to be promoted;

[0106] The specific priority division formula is:

[0107]

[0108] In the formula, It is the initial promotion priority of the dth preparation area to be promoted.

[0109] It can be understood that the greater the total number of types of special ceramic materials supplied in the preparation area to be upgraded, the greater the scope of impact when the efficiency of the preparation area is insufficient, the greater the difference between the initial production efficiency corresponding to the preparation area to be upgraded and the production efficiency requirement, the greater the efficiency gap of the preparation area. Based on this, this plan sets the initial upgrade priority by comprehensively considering the above factors. The greater the total number of types of special ceramic materials supplied in the preparation area to be upgraded and the greater the difference between the initial production efficiency corresponding to the preparation area to be upgraded and the production efficiency requirement, the greater the initial upgrade priority.

[0110] Reference Figure 4 As shown, the optimal production resource allocation plan is planned based on the production resource requirements of each preparation area to be upgraded, the upgrade priority of each preparation area to be upgraded, and the total number of production resources that can be allocated in the current plant area, including:

[0111] Determine whether the total production resource demand of all preparation areas to be upgraded is greater than the total number of deployable production resources. If so, determine that the total number of deployable production resources cannot fully meet the demand. If not, determine that the total number of deployable production resources can fully meet the demand, and use the production resource demand of each preparation area to be upgraded as the optimal production resource allocation plan;

[0112] When the total number of deployable production resources cannot fully meet demand, the optimal production resource allocation plan is planned based on the optimal allocation planning algorithm.

[0113] Reference Figure 5 As shown in Figure 2, the optimal allocation planning algorithm is specifically as follows:

[0114] Based on the initial promotion priority of each preparation area to be promoted and the production resource demand of each preparation area to be promoted, a promotion priority-production resource allocation change function of each preparation area to be promoted is established;

[0115] Establish a production resource allocation management model based on the promotion priority of each preparation area to be promoted-production resource allocation change function;

[0116] Establish constraints on production resource allocation;

[0117] Based on the production resource allocation constraints, a production resource allocation management solution is obtained when the production resource allocation management model reaches the maximum value, which is used as the optimal production resource allocation management solution.

[0118] The function of increasing priority and changing production resource allocation is:

[0119]

[0120] Raising priority - In the production resource allocation change function, To increase priority, is the production resource allocated to the dth preparation area to be upgraded, is the production resource demand of the dth preparation area to be upgraded.

[0121] It can be understood that as the production resources allocated to the preparation area to be upgraded increase, the production capacity of the preparation area to be upgraded gradually increases and the losses it may suffer gradually decrease. Based on this, this scheme establishes a priority-production resource allocation change function.

[0122] The production resource allocation management model is:

[0123]

[0124] In the production resource allocation management model, Assign management indicators to production resources;

[0125] The expression of production resource allocation constraint is:

[0126]

[0127] In the expression of production resource allocation constraints, The total number of production resources that can be deployed.

[0128] It is understandable that when the total number of deployable production resources cannot meet all needs, rational production resource allocation is required to ensure that the utilization rate of production resources is maximized. Based on this, this plan establishes a production resource allocation management model based on the priority-production resource allocation change function as a standard for evaluating the rationality of the allocation plan, and establishes production resource allocation constraints based on the limitation of the total number of deployable production resources. The production resource allocation management plan that makes the production resource allocation management model take the maximum value is selected for material allocation, which can effectively ensure the rationality of material allocation.

[0129] Further, based on the same inventive concept as the above-mentioned intelligent preparation method of special ceramic materials, this solution proposes an intelligent preparation system for special ceramic materials, including:

[0130] An initial production calculation module is used to obtain the preparation status of each preparation area of ​​special ceramic materials, and comprehensively analyze the initial production efficiency of each preparation area based on the preparation status of the preparation area;

[0131] Demand forecasting module: The demand forecasting module is used to forecast and analyze the production efficiency requirements of each preparation area based on production scheduling data;

[0132] An improvement determination module, the improvement determination module is electrically connected to the initial production calculation module and the demand prediction module, and is used to screen out preparation areas whose initial production efficiency is less than the production efficiency requirement based on the initial production efficiency of each preparation area and the production efficiency requirement of each preparation area, as preparation areas to be improved;

[0133] A priority calculation module, the priority calculation module is used to determine the initial promotion priority of each preparation area to be promoted based on the production attributes of each preparation area to be promoted;

[0134] A demand calculation module, which is electrically connected to the initial production calculation module, the demand prediction module and the improvement determination module, and is used to determine the total number of production resources that can be deployed in the current plant area, and determine the production resource demand of each preparation area based on the initial production efficiency of each preparation area and the production efficiency requirements of each preparation area;

[0135] The scheme planning module is electrically connected to the priority calculation module and the demand calculation module. The scheme planning module is used to plan the optimal production resource allocation scheme based on the production resource demand of each preparation area to be upgraded, the upgrading priority of each preparation area to be upgraded and the total number of production resources that can be allocated in the current plant area, and to manage the production resource allocation of each preparation area to be upgraded according to the optimal production resource allocation scheme.

[0136] The use process of the intelligent preparation system for special ceramic materials is as follows:

[0137] Step 1: The initial production calculation module obtains the preparation status of each preparation area of ​​the special ceramic material, and comprehensively analyzes the initial production efficiency of each preparation area based on the preparation status of the preparation area;

[0138] Step 2: The demand forecasting module predicts and analyzes the production efficiency requirements of each preparation area based on the production scheduling data;

[0139] Step 3: The promotion determination module selects the preparation areas whose initial production efficiency is less than the production efficiency requirement as the preparation areas to be promoted based on the initial production efficiency of each preparation area and the production efficiency requirement of each preparation area;

[0140] Step 4: The priority calculation module determines the initial promotion priority of each preparation area to be promoted based on the production attributes of each preparation area to be promoted;

[0141] Step 5: The demand calculation module determines the total number of production resources that can be deployed in the current plant area, and determines the production resource demand of each preparation area based on the initial production efficiency of each preparation area and the production efficiency demand of each preparation area;

[0142] Step 6: The program planning module plans the optimal production resource allocation plan based on the production resource demand of each preparation area to be upgraded, the upgrading priority of each preparation area to be upgraded and the total number of production resources that can be allocated in the current plant area, and manages the production resource allocation of each preparation area to be upgraded according to the optimal production resource allocation plan.

[0143] To sum up, the advantages of the present invention are: realizing the overall intelligent analysis of the production plans of various special ceramic materials in the factory and the preparation capacity of the preparation area, improving the production efficiency of each preparation area, and then effectively improving the production capacity, reducing the production losses of the enterprise caused by insufficient production capacity, and effectively meeting the comprehensive intelligent management needs of the entire factory preparation.

[0144] The above shows and describes the basic principles, main features and advantages of the present invention. Those skilled in the art should understand that the present invention is not limited to the above embodiments. The above embodiments and descriptions only describe the principles of the present invention. The present invention may be subject to various changes and improvements without departing from the spirit and scope of the present invention. These changes and improvements fall within the scope of the present invention. The scope of protection claimed by the present invention is defined by the attached claims and their equivalents.

Claims

1. An intelligent preparation method for special ceramic materials, characterized in that: include: Obtain the preparation status of each preparation area of ​​special ceramic materials, and comprehensively analyze the initial production efficiency of each preparation area based on the preparation status of the preparation area; Based on production scheduling data, predict and analyze the production efficiency requirements of each preparation area; Based on the initial production efficiency of each preparation area and the production efficiency requirements of each preparation area, the preparation areas whose initial production efficiency is less than the production efficiency requirements are selected as the preparation areas to be improved; Determine the initial promotion priority of each preparation area to be promoted based on the production attributes of each preparation area to be promoted; Determine the total number of production resources that can be deployed in the current plant; Determine the production resource requirements of each preparation area based on the initial production efficiency of each preparation area and the production efficiency requirements of each preparation area; Plan the optimal production resource allocation plan based on the production resource requirements of each preparation area to be upgraded, the upgrade priority of each preparation area to be upgraded, and the total number of production resources that can be allocated in the current plant area; Allocate the available production resources in the current plant area according to the optimal production resource allocation plan to manage the production resources of each preparation area to be upgraded; The comprehensive analysis of the initial production efficiency of each preparation area based on the preparation status of the preparation area specifically includes: Set an analysis cycle and analysis duration, and divide the analysis cycle closest to the current time into several analysis time periods based on the analysis duration; Collect the historical preparation efficiency of the preparation area in each analysis period; The analysis periods are numbered in order from the most recent to the most recent; Based on the historical preparation efficiency of the preparation area in each analysis period, the initial production efficiency of the preparation area is determined by the production analysis formula; Wherein, the production analysis formula is specifically: ; In the formula, is the initial production efficiency of the preparation area, is the total number of analysis periods, is the historical preparation efficiency of the preparation area in the analysis period numbered j; The prediction and analysis of production efficiency requirements of each preparation area based on production scheduling data specifically includes: Obtain all types of special ceramic materials produced in the current plant, divide all types of special ceramic materials into preparation processes, and determine one or more preparation areas corresponding to each type of special ceramic material; Determine the production scheduling efficiency for each specialty ceramic material type; Based on the production scheduling efficiency of each type of special ceramic material, determine the supply demand of the corresponding preparation area for each type of special ceramic material; Based on all supply demands of the preparation area, the production efficiency demand of each preparation area is predicted and analyzed through the demand calculation formula; The demand calculation formula is specifically: ; In the formula, is the production efficiency requirement of the kth preparation area, is the total number of special ceramic material types required for the kth preparation area, is the supply demand of the i-th special ceramic material type in the k-th preparation area, is an error coefficient, and the value range of the error coefficient is 0.05-0.1; The determining of the initial promotion priority of each preparation area to be promoted based on the production attributes of each preparation area to be promoted specifically includes: Get the total number of special ceramic materials supplied to each preparation area to be upgraded, and form a type array A. ,in, is the total number of special ceramic materials supplied to the dth preparation area to be upgraded, is the total number of preparation areas to be upgraded; Obtain the difference between the initial production efficiency and the production efficiency requirement for each preparation area to be improved, and form a requirement difference array B. ,in, is the difference between the initial production efficiency and the production efficiency requirement corresponding to the dth preparation area to be upgraded; Filter out The maximum value in and minimum value ; Filter out The maximum value in and minimum value ; Based on the priority division formula, calculate the initial promotion priority of the preparation area to be promoted; The priority division formula is specifically: ; In the formula, is the initial promotion priority of the dth preparation area to be promoted; The optimal production resource allocation scheme is specifically planned based on the production resource requirements of each preparation area to be upgraded, the upgrade priority of each preparation area to be upgraded, and the total number of production resources that can be allocated in the current plant area: Determine whether the total production resource demand of all preparation areas to be upgraded is greater than the total number of deployable production resources. If so, determine that the total number of deployable production resources cannot fully meet the demand. If not, determine that the total number of deployable production resources can fully meet the demand, and use the production resource demand of each preparation area to be upgraded as the optimal production resource allocation plan; When the total number of deployable production resources cannot fully meet the demand, the optimal production resource allocation plan is planned based on the optimal allocation planning algorithm; The optimal allocation planning algorithm is specifically: Based on the initial promotion priority of each preparation area to be promoted and the production resource demand of each preparation area to be promoted, a promotion priority-production resource allocation change function of each preparation area to be promoted is established; Establish a production resource allocation management model based on the promotion priority of each preparation area to be promoted-production resource allocation change function; Establish constraints on production resource allocation; Based on the production resource allocation constraint conditions, a production resource allocation management solution is obtained when the production resource allocation management model takes the maximum value, as the optimal production resource allocation management solution; The priority-production resource allocation change function is: ; Raising priority - In the production resource allocation change function, To increase priority, is the production resource allocated to the dth preparation area to be upgraded, is the production resource demand of the dth preparation area to be upgraded.

2. The intelligent preparation method of special ceramic materials according to claim 1, characterized in that ,The production resource allocation management model is: ; In the production resource allocation management model, Assign management metrics to production resources.

3. The intelligent preparation method of special ceramic materials according to claim 2, characterized in that ,The expression of the production resource allocation constraint condition is: ; In the expression of production resource allocation constraints, The total number of production resources that can be deployed.

4. An intelligent preparation system for special ceramic materials, characterized in that: The intelligent preparation method for realizing the special ceramic material according to any one of claims 1 to 3 comprises: An initial production calculation module, which is used to obtain the preparation status of each preparation area of ​​the special ceramic material and comprehensively analyze the initial production efficiency of each preparation area based on the preparation status of the preparation area; A demand forecasting module, which is used to forecast and analyze the production efficiency requirements of each preparation area based on production scheduling data; An upgrade determination module, the upgrade determination module is electrically connected to the initial production calculation module and the demand prediction module, and the upgrade determination module is used to screen out the preparation areas whose initial production efficiency is less than the production efficiency requirement based on the initial production efficiency of each preparation area and the production efficiency requirement of each preparation area, as the preparation areas to be upgraded; A priority calculation module, the priority calculation module is used to determine the initial promotion priority of each preparation area to be promoted based on the production attributes of each preparation area to be promoted; A demand calculation module, the demand calculation module is electrically connected to the initial production calculation module, the demand prediction module and the improvement determination module, and the demand calculation module is used to determine the total number of production resources that can be deployed in the current plant area, and determine the production resource demand of each preparation area based on the initial production efficiency of each preparation area and the production efficiency requirements of each preparation area; A scheme planning module is electrically connected to the priority calculation module and the demand calculation module, and is used to plan the optimal production resource allocation scheme based on the production resource demand of each preparation area to be upgraded, the upgrade priority of each preparation area to be upgraded, and the total number of production resources that can be allocated in the current plant area, and to manage the production resource allocation of each preparation area to be upgraded according to the optimal production resource allocation scheme.

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