Information interaction intelligent production scheduling algorithm and system

Abstract

The invention provides an information interaction intelligent production scheduling algorithm and system. The method comprises the following steps: based on standard working hours corresponding to each basic working procedure in current target working procedures and actual working hours corresponding to completion of each basic working procedure by each operator, obtaining an ability value of completing the current target working procedure by each operator; based on the capability value of each operator for completing the current target process and the standard working duration for completing the current target process, measuring and calculating a predicted construction period for completing the current target process; obtaining an actual construction period corresponding to the node working procedure in the current target working procedure and a standard construction period corresponding to the node working procedure in the current target working procedure in the predicted construction period; and analyzing the actual construction period and the standard construction period to obtain a production scheduling mode. Therefore, the familiarity of an operator to a product is promoted, the production efficiency of the operator is obtained and updated in real time, and a suitable production scheduling mode for completing a production task in a standard construction period is predicted and arranged.

Description

Technical Field

[0001] The present application relates to the technical field of intelligent production scheduling, and specifically to an information-interactive intelligent production scheduling algorithm and system. Background Art

[0002] The existing intelligent production scheduling systems are all targeted at mature product systems. The production cycle of the products is known and controllable. The technical level of workers can be trained in a targeted manner before they can take up their posts. The training is simple, and simple sorting logic is all that is needed for production scheduling.

[0003] For immature products, the production cycle is uncontrollable; without a mature production team and process, targeted training cannot be carried out, so the technical level and work efficiency of workers are also unpredictable and uncontrollable. Therefore, the existing intelligent production scheduling system is not suitable for the trial production field. It is urgent to design an intelligent production scheduling system to monitor the production efficiency of workers in real time and calculate the corresponding product production period, so as to achieve different scheduling methods to complete the production task within the target period. Summary of the invention

[0004] The present application provides an information-interactive intelligent production scheduling algorithm and system, which can solve the technical problems that the existing intelligent production scheduling system for mature products cannot adapt to the trial production field, cannot promote the operators' familiarity with the products, cannot obtain and update the operators' production efficiency in real time, and cannot predict and arrange the appropriate production scheduling method to complete the production tasks within the standard construction period.

[0005] In the first aspect, an embodiment of the present application provides an information interaction intelligent production scheduling algorithm, characterized in that the information interaction intelligent production scheduling algorithm includes: based on the standard working hours corresponding to each basic process in the current target process, and the actual working hours corresponding to each operator completing each basic process, obtaining the ability value of each operator to complete the current target process; based on the ability value of each operator to complete the current target process and the standard working time to complete the current target process, calculating the predicted construction period for completing the current target process; obtaining the actual construction period corresponding to the node process in the current target process and the standard construction period corresponding to the node process in the current target process in the predicted construction period; and then analyzing the actual construction period and the standard construction period to obtain the production scheduling method.

[0006] In combination with the first aspect, in one implementation, based on the actual working hours of the standard operator to complete the previous target process and the actual working hours of each operator to complete the target process, the capability value of each operator to complete the current target process is updated.

[0007] In combination with the first aspect, in one embodiment, the standard working hours for completing the current target process and the actual working hours for the operator to complete the current target process are obtained, specifically including the following steps: based on the standard working hours corresponding to each basic process in the current target process, the standard working hours of the corresponding basic processes are added together to obtain the standard working hours for completing the target process; based on the actual working hours corresponding to each basic process in the current target process completed by the operator, the actual working hours for completing the corresponding basic processes are added together to obtain the actual working hours for the operator to complete the target process.

[0008] In combination with the first aspect, in one embodiment, based on the standard working hours of the target process and the actual working hours of the operator to complete the target process, and according to Rule 1, the ability value of the operator to complete the current target process is obtained; based on the actual working hours of the standard operator to complete the current target process, Rule 2 is formulated, and according to Rule 2, the ability value of the operator to complete the current target process is updated.

[0009] In conjunction with the first aspect, in one implementation, rule one specifically includes the following steps:

[0010] Based on the standard working hours for completing the current target process, an interval set is obtained; based on the actual working hours for the operators to complete the current target process and the interval set, the ability value of the operators to complete the current target process is obtained; when the actual working hours meet the first interval, the ability value of the operator is 1; when the actual working hours meet the second interval, the ability value of the operator is 0.5; when the actual working hours meet the third interval, the ability value of the operator is 0.3; when the actual working hours meet the fourth interval, the ability value of the operator is 0; repeat the above steps to obtain the ability value of each operator to complete the current target process.

[0011] In combination with the first aspect, in one implementation, based on the actual working hours of the standard operator to complete the current target process, rule 2 is formulated, and the capability value of the operator to complete the current target process is updated. Rule 2 specifically includes the following steps:

[0012] Based on the actual working hours of each standard operator to complete the previous target process, obtain the average actual working hours of the standard operator to complete the previous target process; based on the average actual working hours, obtain the standard interval set; based on the standard interval set, update the operator's ability value to complete the current target process; when the actual working hours meet the first standard interval, the operator's ability value is 1; when the actual working hours meet the second standard interval, the operator's ability value is 0.5; when the actual working hours meet the third standard interval, the operator's ability value is 0.3; when the actual working hours meet the fourth standard interval, the operator's ability value is 0; repeat the above steps to update the ability value of each operator to complete the current target process.

[0013] In combination with the first aspect, in one implementation, the actual duration corresponding to the node process in the current target process and the standard duration corresponding to the node process in the current target process in the predicted duration are obtained; and then the actual duration and the standard duration are analyzed to obtain a production scheduling method, which specifically includes the following steps:

[0014] Based on the standard construction period for completing the current target process and the actual construction period for completing the current target process, according to Rule 3, obtain the remainder of the current target process that cannot be completed within the standard construction period; obtain the target working time required to complete the current target process within the standard construction period; based on the target working time and the standard working time of the standard construction period, according to the remainder and Rule 4, formulate a production scheduling method to complete the current target process within the standard construction period.

[0015] In combination with the first aspect, in one implementation, rule three specifically includes the following steps:

[0016] When the actual construction period is not greater than the standard construction period, there is no need to process the surplus; when the actual construction period is greater than the standard construction period, based on the completion amount of the standard construction period and the total amount of the current target process, the total amount is subtracted from the completion amount to obtain the surplus of the current target process that cannot be completed within the standard construction period.

[0017] In combination with the first aspect, in one implementation, rule four specifically includes the following steps:

[0018] If the surplus falls within the first construction period range, the first production scheduling method will be adopted, that is, working from the next working day to the standard construction period, and extending the first working hour every day; if the surplus falls within the second construction period range, the second production scheduling method will be adopted, that is, working from the next working day to the standard construction period, and working in double shifts; if the surplus falls within the third construction period range, the third production scheduling method will be adopted, that is, if the number of operators is insufficient, the target number of operators will be increased, and the corresponding production scheduling method will be adopted.

[0019] In the second aspect, an embodiment of the present application provides an information-interactive intelligent production scheduling system, characterized in that it includes: an information-based working time collection system, which is used to initially define the standard working time for completing each basic process; a basic process database intelligent growth system, which includes a basic process database, and the basic process database is used to store and update the standard working time corresponding to the current basic processes; a capacity assignment system, which obtains the capacity value of each operator for the corresponding process based on the actual working time of the operator to complete the corresponding process and compares it with the standard working time of the corresponding process, and predicts whether the target process can be completed based on the current capacity value; a production plan intelligent analysis system, which obtains the standard construction period for completing the current target process based on the capacity value and standard working time of each operator to complete the current target process, and obtains a scheduling method for completing the current target process within the standard construction period based on the standard construction period for completing the current target process and the actual construction period for completing the current target process.

[0020] The beneficial effects brought by the technical solution provided in the embodiments of the present application include:

[0021] The embodiment of the present application provides an information interaction intelligent production scheduling algorithm and system, which can obtain and update the production efficiency of operators in real time and predict the corresponding working hours to complete the production tasks within the standard construction period, and arrange the appropriate production scheduling method according to it. Among them, first obtain the standard working hours defined for each basic process, and obtain the actual working hours of each operator to complete the corresponding basic process, based on the standard working hours and actual working hours, obtain the ability value of each operator corresponding to the process, that is, the production efficiency; in order to be able to continuously and thoroughly familiarize with the immature product production cycle, according to the actual situation, the actual working hours of the standard operators to complete each basic process will be obtained, and replaced with the previous standard working hours, and then based on the standard working hours and the actual working hours of the operators to complete the corresponding process, the ability value of each operator corresponding to the process is updated, and the skill improvement level of the operators is counted in real time; finally, based on the current ability value of the operator and the standard working hours, the actual construction period of the current target process can be predicted, and compared with the standard construction period, and the appropriate production scheduling method for completing the target process within the standard construction period can be adjusted. This solves the technical problems that the existing intelligent production scheduling system for mature products cannot adapt to the trial production field, cannot promote the operators' familiarity with the products, cannot obtain and update the operators' production efficiency in real time, and cannot predict the appropriate scheduling method to complete the production tasks within the standard construction period. BRIEF DESCRIPTION OF THE DRAWINGS

[0022] Figure 1 This is a flowchart of the intelligent production scheduling algorithm for information interaction of this application;

[0023] Figure 2 This is the flow chart of the information interaction intelligent scheduling system for this application. DETAILED DESCRIPTION

[0024] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.

[0025] First, some technical terms in the present application are explained to facilitate those skilled in the art to understand the present application.

[0026] Regarding the reasons for the invention of this application: the existing intelligent production scheduling systems are all aimed at mature product systems, the production cycle of the products is known and controllable, the technical level of the workers can be trained in a targeted manner before taking up their posts, the training is simple, and only simple sorting logic is needed for scheduling; while for immature products, their production cycle is uncontrollable; without a mature production team and process, targeted training cannot be done, so the technical level and work efficiency of the workers are also unpredictable. Therefore, the existing intelligent production scheduling system is not suitable for the trial production field, and it is urgent to design an intelligent production scheduling system to monitor the production efficiency of the workers in real time, and calculate the corresponding product production period, so as to achieve different scheduling methods to complete the production tasks within the target period. However, this application can obtain the production efficiency of the operators in real time and update it in a more accurate way, predict the corresponding working time to complete the production tasks within the standard period, and arrange the appropriate scheduling method according to it.

[0027] The scenarios in which this method is applied include the field of automobile trial production. It can obtain and promote the production efficiency of operators in real time, predict the corresponding working time to complete the production task within the standard construction period, and arrange appropriate production scheduling methods based on it.

[0028] In order to make the objectives, technical solutions and advantages of the present application clearer, the implementation methods of the present application will be further described in detail below with reference to the accompanying drawings.

[0029] In the first aspect, the embodiment of the present application provides an information interaction intelligent production scheduling algorithm, referring to Figure 1 , Figure 1 This is a flow chart of the information interaction intelligent scheduling algorithm for this application. Figure 1 As shown in the figure, the information interaction intelligent production scheduling algorithm includes:

[0030] Step 101: Based on the standard working hours corresponding to each basic process in the current target process and the actual working hours corresponding to each operator completing each basic process, the capability value of each operator completing the current target process is obtained;

[0031] This step is to obtain the initial capability value of the operators to complete each basic process. When facing immature trial products, first define the standard working hours corresponding to each basic process based on the actual situation. Secondly, make statistics on the actual working hours of each operator to complete each basic process and compare them with the corresponding standard working hours to obtain the initial capability value of each operator for the corresponding basic process.

[0032] Step 102: Calculate the predicted duration of the current target process based on the capability value of each operator to complete the current target process and the standard working time to complete the current target process;

[0033] Through this step, based on the capability values ​​obtained above, the time node for completing the target process is predicted, and special situations encountered in the process of completing the target process can be known in real time. After obtaining the information, timely adjustments can be made to complete the target process within the standard construction period.

[0034] Step 103: Obtain the actual duration corresponding to the node process in the current target process and the standard duration corresponding to the node process in the current target process in the predicted duration; then analyze the actual duration and the standard duration to obtain a production scheduling method.

[0035] Finally, based on the current capability value of the operators and the standard working hours, the actual duration of the target process can be predicted, compared with the standard duration, and the appropriate production scheduling method to complete the target process within the standard duration can be adjusted.

[0036] This algorithm uses a comprehensive analysis of multiple steps. First, it obtains the standard working hours defined for each basic process, and the actual working hours of each operator to complete the corresponding basic process. Based on the standard working hours and actual working hours, it obtains the capacity value of each operator for the corresponding process, that is, the production efficiency. Finally, based on the current capacity value of the operator and the standard working hours, it can predict the actual duration of the current target process, compare it with the standard duration, and adjust the appropriate production scheduling method to complete the target process within the standard duration.

[0037] Furthermore, in one embodiment, based on the actual working hours of the standard operator to complete the previous target process and the actual working hours of each operator to complete the target process, the capability value of each operator to complete the current target process is updated.

[0038] Through this step, the actual working hours of standard operators are used as reference for standard working hours, which can more accurately reflect the actual production efficiency of operators in the system's capability value, realize the real-time update of the operator's capability value, and promote the operator's proficiency in trial-produced products and improve production efficiency. In order to continue to be deeply familiar with the production cycle of immature products, the actual working hours of standard operators to complete each basic process will be obtained according to actual conditions, and replaced with the previous standard working hours. Based on the standard working hours and the actual working hours of the operators to complete the corresponding process, the capability value of each operator for the corresponding process is updated, and the skill improvement level of the operators is counted in real time;

[0039] Furthermore, in one embodiment, obtaining the standard working hours for completing the current target process and the actual working hours for the operator to complete the current target process specifically includes the following steps:

[0040] Based on the standard working hours corresponding to each basic process in the current target process, the standard working hours of the corresponding basic processes are added together to obtain the standard working hours for completing the target process; based on the actual working hours corresponding to each basic process in the current target process completed by the operator, the actual working hours for completing the corresponding basic processes are added together to obtain the actual working hours for the operator to complete the target process.

[0041] Through this step, the standard working hours of the basic process are obtained, and the standard working hours of each basic process are clarified. This can be obtained through historical data, time research or preset working hours standards; secondly, the basic process of the target process is identified, and all the basic processes involved in the target process are determined; finally, the standard working hours of the target process are calculated, and the standard working hours of all relevant basic processes are added up to obtain the total standard working hours required to complete the target process. Through the above steps, the standard working hours of the target process can be systematically obtained to provide a basis for production planning and management. The actual working hours of the operators to complete each basic process are obtained; secondly, the actual working hours of the operators to complete the target process are calculated, and the actual working hours of the basic processes involved in the target process are added up to obtain the total actual working hours required to complete the target process. Through the above steps, the actual working hours of the operators when completing the target process can be systematically obtained, providing effective data support for production management and efficiency improvement.

[0042] Furthermore, in one embodiment, based on the standard working hours of the target process and the actual working hours of the operator to complete the target process, and according to Rule 1, the ability value of the operator to complete the current target process is obtained; based on the actual working hours of the standard operator to complete the current target process, Rule 2 is formulated, and according to Rule 2, the ability value of the operator to complete the current target process is updated.

[0043] This method is to further refine the steps of obtaining the operator's ability to complete the target process, including the specific application of Rule 1 and Rule 2. It is important to know that first, based on the initially defined standard working hours, the operator's initial ability value is obtained; later, after the operator becomes familiar with the process flow, the standard operator's actual working hours are obtained to replace the initially defined standard working hours, and based on this, the operator's current ability value is updated. This data is more accurate and can reflect the operator's production efficiency value and growth process.

[0044] Furthermore, in one embodiment, the rule 1 specifically includes the following steps:

[0045] Based on the standard working hours to complete the current target process, an interval set is obtained; based on the actual working hours and the interval set for the operators to complete the current target process, the capability value of the operators to complete the current target process is obtained; when the actual working hours meet the first interval, the capability value of the operator is 1; when the actual working hours meet the second interval, the capability value of the operator is 0.5; when the actual working hours meet the third interval, the capability value of the operator is 0.3; when the actual working hours meet the fourth interval, the capability value of the operator is 0; repeat the above steps to obtain the capability value of each operator to complete the current target process.

[0046] This step is to obtain the initial capability value of the operator. First, the standard working hours of the target process are obtained. This can be obtained according to the actual application situation and with reference to the preset working hours standard. The standard working hours to complete the target process are recorded as T, and the actual working hours of the operator to complete the target process are recorded as t. Define an interval set, where the first interval M1∈(0, 1.5T], the second interval M2∈(1.5T, 3T], the third interval M3∈(3T, 4T], and the fourth interval M4∈(4T, +∞); that is, if t≤1.5T, the capability value of the operator is 1; if 1.5T<t≤3T, the capability value of the operator is 0.5; if 3<t≤4T, the capability value of the operator is 0.3; if t>4T, the capability value of the operator is 0, that is, an intern; repeat the above steps to obtain the capability value of each operator currently completing the target process and record it in the system. It should be noted that the larger the capability value, the higher the work efficiency.

[0047] Further, in one embodiment, based on the actual working hours of the standard operator to complete the current target process, rule 2 is formulated, and the capability value of the operator to complete the current target process is updated. Rule 2 specifically includes the following steps:

[0048] Based on the actual working hours of each standard operator to complete the current target process, the average actual working hours of the standard operator to complete the current target process is obtained; based on the average actual working hours, a standard interval set is obtained; based on the standard interval set, the ability value of the operator to complete the current target process is updated; when the actual working hours meet the first standard interval, the ability value of the operator is 1; when the actual working hours meet the second standard interval, the ability value of the operator is 0.5; when the actual working hours meet the third standard interval, the ability value of the operator is 0.3; when the actual working hours meet the fourth standard interval, the ability value of the operator is 0; repeat the above steps to update the ability value of each operator to complete the current target process.

[0049] This step is to update the operator's ability value that is more suitable through the operator's adaptation to the process; first, select a number of excellent workers as standard workers, obtain their actual working hours to complete the target process, and calculate the average of the actual working hours as the average actual working hours, and use it as the standard working hours T, thereby obtaining the standard interval set: the first standard interval N1∈(T, 1.5T], the second standard interval N2∈(1.5T, 3T], the third standard interval N3∈(3T, 4T], the fourth standard interval N4∈(4T, +∞); that is, if T<t≤1 .5T, the operator's ability value is 1; if 1.5T<t≤3T, the operator's ability value is 0.5; if 3<t≤4T, the operator's ability value is 0.3; if t>4T, the operator's ability value is 0, that is, an intern; repeat the above steps to obtain the ability value of each operator who currently completes the target process, and save or update the obtained ability value to the operator's evaluation system. It should be noted that the selected standard staff are authoritative and technically competent, so in theory there will be no situation where t≤T.

[0050] Based on the acquisition and update of the above capability values, the human resource coefficient is defined as K, that is, the daily production efficiency, the number of operators is m, and the capability value is J.

[0051] Furthermore, in one embodiment, the actual duration corresponding to the node process in the current target process and the standard duration corresponding to the node process in the current target process in the predicted duration are obtained; then the actual duration and the standard duration are analyzed to obtain a production scheduling method, which specifically includes the following steps:

[0052] Based on the standard duration for completing the current target process and the actual duration for completing the current target process, according to rule three, the remaining amount of the current target process that cannot be completed within the standard duration is obtained;

[0053] Obtain the target working time required to complete the current target process within the standard construction period; based on the target working time and the standard working time of the standard construction period, according to the margin and rule four, formulate a production scheduling method to complete the current target process within the standard construction period.

[0054] This method can be used to calculate how to adjust the appropriate production scheduling method to ensure that the target process can be completed within the standard construction period based on the margin generated by working in the current working method if special circumstances occur. Rule three is used to determine whether a margin is generated and calculate the data; then rule four is used to adjust the appropriate production scheduling method to ensure that the target process can be completed within the standard construction period. The above methods can effectively deal with special circumstances, reduce the impact on the overall production plan, and ensure that the target process is completed within the standard construction period.

[0055] Furthermore, in one embodiment, Rule Three specifically includes the following steps: when the actual construction period is not greater than the standard construction period, there is no need to process the margin; when the actual construction period is less than the standard construction period, based on the completion amount of the standard construction period and the total amount of the current target process, the total amount is subtracted from the completion amount to obtain the margin of the current target process that cannot be completed within the standard construction period.

[0056] The actual construction period is obtained in real time. If the actual construction period is not greater than the standard construction period, that is, the production task can be completed within the specified construction period, there is no need to adjust the production schedule; if the actual construction period is greater than the standard construction period, that is, the production task cannot be completed within the specified construction period, then the remaining amount of the target process that cannot be completed within the standard construction period is obtained based on the completion amount of the standard construction period and the total amount of the target process, that is, the total amount of the target process is subtracted from the completed amount of the target process to obtain the remaining amount ΔD of the target process.

[0057] Furthermore, in one embodiment, rule 4 specifically includes the following steps:

[0058] If the surplus falls within the first construction period range, the first production scheduling method will be adopted, that is, working from the next working day to the standard construction period, and extending the first working hour every day; if the surplus falls within the second construction period range, the second production scheduling method will be adopted, that is, working from the next working day to the standard construction period, and working in double shifts; if the surplus falls within the third construction period range, the third production scheduling method will be adopted, that is, if the number of operators is insufficient, the target number of operators will be increased, and the corresponding production scheduling method will be adopted.

[0059] This step is to compare the size of the margin with the defined first construction period interval to formulate a suitable production schedule. It should be noted that there are three working modes in this embodiment, the first working mode is the standard working time, that is, 8 hours a day; the second working mode is the first extended time every day, in this embodiment the first time is 3 hours, that is, 11 hours a day; the third working mode is to adopt a double shift system, with each shift working 8 hours a day, and a total of 16 hours a day. Define the remaining construction period as d. If the margin meets the first construction period interval, that is, ΔD≤3d, the second scheduling method is adopted, with an extension of 3 hours per day, and the number of extension days is recorded as d1, then d1=Δd / 3, and it is incremented by one for every decimal; of course, the third working method can also be adopted, that is, working 16 hours a day, then the number of extension days d1=Δd / 8, and it is incremented by one for every decimal; if the margin meets the second construction period interval, that is, 3d<ΔD≤8d, the third scheduling method is preferably adopted, and the number of extension days d1=Δd / 8, and it is incremented by one for every decimal; if ΔD>8d, it means that the existing resources are insufficient to support the completion of the project task, and manpower needs to be increased, the minimum number of additional manpower m1=(ΔD-8d) / 8K and it is incremented by one for every decimal, and the maximum number of additional manpower m2=(ΔD-3d) / 3K, and it is incremented by one for every decimal; after increasing the manpower, compare it with the above construction period interval to obtain a suitable scheduling method.

[0060] Second, refer to Figure 2 , Figure 2 This is a flow chart of the information interaction intelligent production scheduling system for this application. Figure 2 As shown, the information interaction intelligent production scheduling system includes: an information working time collection system, which is used to initially define the standard working time for completing each basic process; a basic process database intelligent growth system, which includes a basic process database, and the basic process database is used to store and update the standard working time corresponding to the current basic processes; a capacity assignment system, which obtains the capacity value of each operator for the corresponding process based on the actual working time of the operator to complete the corresponding process and compares it with the standard working time of the corresponding process, and predicts whether the target process can be completed based on the current capacity value; a production plan intelligent analysis system, which obtains the standard construction period for completing the current target process based on the capacity value and standard working time of each operator to complete the current target process, and obtains the scheduling method for completing the current target process within the standard construction period based on the standard construction period for completing the current target process and the actual construction period for completing the current target process.

[0061] In this system, the information-based working time collection system is used to collect the actual working hours spent by operators in completing each basic process, that is, to define the initial standard working hours for each process to complete the trial product; and the basic process database stores the standard working hours for each process on the basis of the former, and updates it when the latest standard working hours are obtained; the capability system obtains the actual working hours of operators to complete the corresponding process, compares it with the standard working hours for completing the corresponding process in the basic process database, obtains and stores the capability values ​​of the operators, and predicts whether the corresponding process can be completed within the standard construction period based on the current capability values; the production plan intelligent analysis system provides data visualization through specific comprehensive calculations, obtains the capability value and standard working time of each operator currently completing the target process in real time, obtains the standard construction period for completing the target process, and obtains the best production scheduling method for completing the target process within the standard construction period based on the standard construction period for completing the target process and the actual construction period for completing the target process currently. This solves the technical problems that the existing intelligent production scheduling system for mature products cannot adapt to the trial production field, cannot promote the operators' familiarity with the products, cannot obtain and update the operators' production efficiency in real time, and cannot predict and arrange appropriate scheduling methods to complete production tasks within the standard construction period.

[0062] It should be noted that the serial numbers of the above-mentioned embodiments of the present application are only for description and do not represent the advantages or disadvantages of the embodiments.

[0063] The terms "including" and "having" and any variations thereof in the specification and claims of this application and the above-mentioned drawings are intended to cover non-exclusive inclusions. For example, a process, method, system, product or device that includes a series of steps or units is not limited to the listed steps or units, but optionally includes steps or units that are not listed, or optionally includes other steps or units inherent to these processes, methods, products or devices. The terms "first", "second" and "third" are used to distinguish different objects, etc., and do not represent a sequence, nor do they limit "first", "second" and "third" to different types.

[0064] In the description of the embodiments of the present application, "exemplary", "for example" or "for example" are used to indicate examples, illustrations or descriptions. Any embodiment or design described as "exemplary", "for example" or "for example" in the embodiments of the present application should not be interpreted as being more preferred or more advantageous than other embodiments or designs. Specifically, the use of words such as "exemplary", "for example" or "for example" is intended to present related concepts in a specific way.

[0065] In the description of the embodiments of the present application, unless otherwise specified, “ / ” means or, for example, A / B can mean A or B; the “and / or” in the text is merely a description of the association relationship of associated objects, indicating that three relationships may exist, for example, A and / or B can mean: A exists alone, A and B exist at the same time, and B exists alone. In addition, in the description of the embodiments of the present application, “multiple” refers to two or more than two.

[0066] In some processes described in the embodiments of the present application, multiple operations or steps that appear in a specific order are included, but it should be understood that these operations or steps may not be executed in the order in which they appear in the embodiments of the present application or in parallel, and the sequence number of the operation is only used to distinguish the different operations, and the sequence number itself does not represent any execution order. In addition, these processes may include more or fewer operations, and these operations or steps may be executed in sequence or in parallel, and these operations or steps may be combined.

[0067] Through the description of the above implementation methods, those skilled in the art can clearly understand that the above-mentioned embodiment methods can be implemented by means of software plus a necessary general hardware platform, and of course by hardware, but in many cases the former is a better implementation method. Based on such an understanding, the technical solution of the present application is essentially or the part that contributes to the prior art can be embodied in the form of a software product, which is stored in a storage medium (such as ROM / RAM, disk, CD) as described above, and includes a number of instructions for a terminal device to execute the methods described in each embodiment of the present application.

[0068] The above are only preferred embodiments of the present application, and are not intended to limit the patent scope of the present application. Any equivalent structure or equivalent process transformation made using the contents of the present application specification and drawings, or directly or indirectly applied in other related technical fields, are also included in the patent protection scope of the present application.

Claims

1. An information interaction intelligent production scheduling algorithm, characterized in that: The information interaction intelligent production scheduling algorithm includes: Based on the standard working hours corresponding to each basic process in the current target process and the actual working hours corresponding to each operator completing each basic process, the capability value of each operator to complete the current target process is obtained; Based on the capability value of each operator to complete the current target process and the standard working time to complete the current target process, the predicted duration of the current target process is calculated; Obtain the actual duration corresponding to the node process in the current target process and the standard duration corresponding to the node process in the current target process in the predicted duration; then analyze the actual duration and the standard duration to obtain the production scheduling method.

2. The information interaction intelligent production scheduling algorithm according to claim 1, characterized in that: Based on the actual working hours of the standard operator to complete the previous target process and the actual working hours of each operator to complete the target process, the capability value of each operator to complete the current target process is updated.

3. The information interaction intelligent production scheduling algorithm according to claim 1, characterized in that: Obtaining the standard working hours for completing the current target process and the actual working hours of the operator for completing the current target process specifically includes the following steps: Based on the standard working hours corresponding to each basic process in the current target process, the standard working hours corresponding to the basic processes are added together to obtain the standard working hours for completing the target process; Based on the actual working hours corresponding to each basic process in the current target process completed by the operator, the actual working hours for completing the corresponding basic processes are added together to obtain the actual working hours for the operator to complete the target process.

4. The information interaction intelligent production scheduling algorithm according to claim 3, characterized in that: Based on the standard working hours of the target process and the actual working hours of the operator to complete the target process, and according to rule one, obtaining the ability value of the operator to complete the current target process; Rule 2 is formulated based on the actual working hours of the standard operator to complete the current target process, and according to Rule 2, the capability value of the operator to complete the current target process is updated.

5. The information interaction intelligent production scheduling algorithm according to claim 4, characterized in that: The rule 1 specifically includes the following steps: Based on the standard working time to complete the current target process, an interval set is obtained; Based on the actual working hours of the operator to complete the current target process and the interval set, the capability value of the operator to complete the current target process is obtained; When the actual working hours meet the first interval, the operator's capability value is 1; When the actual working hours meet the second interval, the operator's capability value is 0.5; When the actual working hours meet the third interval, the operator's capability value is 0.3; When the actual working hours meet the fourth interval, the operator's ability value is 0; Repeat the above steps to obtain the capability value of each operator to complete the current target process.

6. The information interaction intelligent production scheduling algorithm according to claim 4, characterized in that: Based on the actual working hours of the standard operator to complete the current target process, rule 2 is formulated, and the capability value of the operator to complete the current target process is updated. The rule 2 specifically includes the following steps: Based on the actual working hours of each standard operator to complete the last target process, the average actual working hours of the standard operator to complete the last target process is obtained; Based on the average actual working hours, a standard interval set is obtained; based on the standard interval set, the capability value of the operator to complete the current target process is updated; When the actual working hours meet the first standard interval, the operator's capability value is 1; When the actual working hours meet the second standard range, the operator's capability value is 0.5; When the actual working hours meet the third standard range, the operator's capability value is 0.3; When the actual working hours meet the fourth standard range, the operator's ability value is 0; Repeat the above steps to update the capability value of each operator to complete the current target process.

7. The information interaction intelligent production scheduling algorithm according to claim 1, characterized in that: Obtain the actual duration corresponding to the node process in the current target process and the standard duration corresponding to the node process in the current target process in the predicted duration; then analyze the actual duration and the standard duration to obtain the production scheduling method, which specifically includes the following steps: Based on the standard duration for completing the current target process and the actual duration for completing the current target process, according to rule three, the remaining amount of the current target process that cannot be completed within the standard duration is obtained; Obtain the target working time required to complete the current target process within the standard construction period; based on the target working time and the standard working time of the standard construction period, according to the margin and rule four, formulate a production scheduling method to complete the current target process within the standard construction period.

8. The information interaction intelligent production scheduling algorithm according to claim 7, characterized in that: The rule three specifically includes the following steps: When the actual construction period is not greater than the standard construction period, there is no need to process the margin; When the actual construction period is greater than the standard construction period, based on the completion amount of the standard construction period and the total amount of the current target process, the completion amount is subtracted from the total amount to obtain the remaining amount of the current target process that cannot be completed within the standard construction period.

9. The information interaction intelligent production scheduling algorithm according to claim 7, characterized in that: The fourth rule specifically includes the following steps: If the margin is within the first construction period, the first production scheduling method is adopted, that is, starting from the next working day to the standard construction period, and delaying the first working hour every day; If the margin is within the second construction period, the second production scheduling method is adopted, that is, working from the next working day to the standard construction period, working in double shifts; If the margin meets the third construction period interval, the third production scheduling method is adopted, that is, if the number of operators is insufficient, the target number of operators is increased and the corresponding production scheduling method is adopted.

10. An information interactive intelligent production scheduling system, characterized in that: It includes: An information-based working time collection system, which is used to initially define the standard working time for completing each of the basic processes; A basic process database intelligent growth system, which includes a basic process database, wherein the basic process database is used to store and update the standard working hours corresponding to the current basic processes; A capability assignment system that compares the actual working hours of the operators to complete the corresponding process with the standard working hours of the corresponding process to obtain the capability value of each operator for the corresponding process, and predicts whether the target process can be completed based on the current capability value; The production plan intelligent analysis system obtains the standard construction period for completing the current target process based on the capability value and standard working time of each operator to complete the current target process, and obtains the production scheduling method for completing the current target process within the standard construction period based on the standard construction period for completing the current target process and the actual construction period for completing the current target process.

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