CN1746911A - Multi-version analytical system and method for advanced programm system - Google Patents

Multi-version analytical system and method for advanced programm system Download PDF

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Publication number
CN1746911A
CN1746911A CNA200410068759XA CN200410068759A CN1746911A CN 1746911 A CN1746911 A CN 1746911A CN A200410068759X A CNA200410068759X A CN A200410068759XA CN 200410068759 A CN200410068759 A CN 200410068759A CN 1746911 A CN1746911 A CN 1746911A
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analysis
data
tables
version
modeling parameters
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胡修华
范治民
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Caxa Technology Co Ltd
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Huaxia Science & Technology Co Ltd
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Priority to CNA200410068759XA priority Critical patent/CN1746911A/en
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Abstract

A multi-version analysis system of advanced planning and scheduling technique comprises a selection boundary for providing multiple parameter options and multiple version data options, a version data receiving module for picking up datalist of multiple different version according to selected modeling parameter and selected version data in selection boundary, a version data analysis module for analyzing multiple different version datalist picked up by version data receiving module according to selected modeling parameter.

Description

Many analysis of version system and method for Advanced Planning and Scheduling
Technical field
The present invention is about an a kind of Advanced Planning and Scheduling (Advanced Planning ﹠amp that is used in; Scheduling, many analysis of version system and method APS) is particularly about a kind of many analysis of version system that is used in the Advanced Planning and Scheduling of factory.
Background technology
Along with the fierceness day by day of market competition and the shortening gradually of product life cycle, many enterprises utilize Advanced Planning and Scheduling, the efficient of handling customer order, materials and supplies buying order and making production scheduling to assist enterprise to promote, reducing the stock of goods, materials and equipments or finished product, and and then reduce the flexibility ratio of the overstocked increase enterprise of fund for fund application.Existing Advanced Planning and Scheduling (Advanced Planning ﹠amp; Scheduling APS), comprises a plurality of modeling parameters.These a plurality of modeling parameters are in order to set up the operational model of Advanced Planning and Scheduling, Advanced Planning and Scheduling is promptly according to the data and/or the compute mode of these a plurality of modeling parameters of being imported, calculate a result, for example a former material buying lead time table or is produced the programm table, enterprise buys the usefulness that former material has been equipped with production in advance according to this former material buying lead time table, and makes production according to the order of this production planning schedule.Yet existing Advanced Planning and Scheduling but is faced with two large problems all the time in importing and implementation: importing overlong time and work effectiveness are not obvious.This two large problems be attributable to difference between planning face and the execution face too big due to.Difference between the planning face of dwindling and the execution face can be reached by the modeling parameters (modeling parameter) of adjusting Advanced Planning and Scheduling.By the adjustment of modeling parameters, can and then guarantee the effect of Advanced Planning and Scheduling.
Use prior art before the modeling parameters that will adjust Advanced Planning and Scheduling, must analyze the tables of data of different editions earlier by manual type.In other words, must be earlier by manual type at the analytic induction in addition of the data in the historical forms of a pile, this manual analysis mode is not only consuming time and may not be accurate.For the big database of data volume, can't carry out many analysis of version by manual type especially.
Therefore, the invention provides a kind of many analysis of version system that is used in an Advanced Planning and Scheduling, in order to the multi-edition data of automatic analysis Advanced Planning and Scheduling, to address the above problem.
Summary of the invention
The invention provides a kind of many analysis of version system that is used in an Advanced Planning and Scheduling, in order to record and the tracking that this Advanced Planning and Scheduling execution result is provided, so that carry out the computing of historical data, and then continued to carry out this Advanced Planning and Scheduling importing analysis of related results.
The invention provides a kind of many analysis of version system that is used in an Advanced Planning and Scheduling, in order to the comparison and analysis of this Advanced Planning and Scheduling planning with execution result to be provided, so that the designer is carried out the adjustment of modeling parameters according to circumstances, or the change of management process, make this Advanced Planning and Scheduling plan convergence execution result gradually.
The invention provides a kind of many analysis of version system that is used in an Advanced Planning and Scheduling, compare,, and then differentiate responsibility rapidly so that Rapid identification causes the special event of planning change in order to input and the output data of respectively planning version to be provided.
In order to achieve the above object, the invention provides an a kind of Advanced Planning and Scheduling (Advanced Planning ﹠amp that is used in; Scheduling, the system of analysis of version more than an APS), this many analysis of version system comprise one and select interface, an edition data receiver module and an edition data analysis module.This selects the interface, in order to providing a plurality of modeling parameters options in order to selecting a modeling parameters, and a plurality of edition data option, select for subsequent analysis with a convenient user.This edition data receiver module, select chosen this modeling parameters and a chosen edition data option in the interface in order to receive according to this, take out the tables of data of a plurality of different editions, and the tables of data of each version comprises a start context in order to the instruction time of difference successively.This edition data analysis module in order to according to chosen this modeling parameters, is analyzed the tables of data of these a plurality of different editions that this edition data receiver module taken out.Wherein, this edition data analysis module can start a corresponding pre-setting analysis/determining program according to this chosen modeling parameters, and according to a predefined analysis/judgment principle in this analysis/determining program, do a mathematical operation for this modeling parameters in these a plurality of different editions tables of data, in view of the above with the difference of the tables of data of monitoring these a plurality of different editions, and produce a corresponding analysis result, when this analysis/determining program judges that this analysis result has been violated this analysis/judgment principle, then initiatively export a warning message and warn this user.
The present invention also provides a kind of method of analysis of version more than that is used in an Advanced Planning and Scheduling, and this Advanced Planning and Scheduling comprises one and selects the interface, and this many analysis of version method comprises the following step:
(A) provide a plurality of modeling parameters options in order to selecting a modeling parameters by this selection interface, and a plurality of edition data option, select for subsequent analysis with a convenient user;
(B) receive according to chosen this modeling parameters and a chosen edition data option in this selection interface, the tables of data of taking out a plurality of different editions, and the tables of data of each version comprises a start context in order to the instruction time of difference successively;
(C) start a corresponding pre-setting analysis/determining program according to this chosen modeling parameters, and according to predefined at least one analysis/judgment principle in this analysis/determining program, do a mathematical operation for this modeling parameters in these a plurality of different editions tables of data, in view of the above with the difference of the tables of data of monitoring these a plurality of different editions, and produce a corresponding analysis result; And
(D) when this analysis/determining program judges that this analysis result has been violated this analysis/judgment principle, then initiatively export a warning message and warn this user.
Therefore, can monitor the difference of the tables of data of different editions by this edition data analysis module of the present invention, can write down and follow the trail of this Advanced Planning and Scheduling execution result,, and then be continued to carry out this Advanced Planning and Scheduling importing analysis of related results so that carry out the computing of historical data.Moreover, also provide this Advanced Planning and Scheduling to utilize the comparison and analysis of planning and execution result, so that the designer is carried out the adjustment of modeling parameters according to circumstances, or the change of management process, make this Advanced Planning and Scheduling plan convergence execution result gradually.Except the above, a kind of many analysis of version system that is used in an Advanced Planning and Scheduling provided by the present invention can provide input and the output data of respectively planning version to compare, so that Rapid identification causes the special event of planning change, and then differentiates responsibility rapidly.
Can be further understood by the following detailed description and accompanying drawings about the advantages and spirit of the present invention.
Description of drawings
Fig. 1 is used in the calcspar of the system of analysis of version more than of an Advanced Planning and Scheduling for the present invention.
Fig. 2 is a synoptic diagram of selecting interface 30 of many analysis of version system 20 of Fig. 1.
Fig. 3 is the synoptic diagram that edition data analysis module 24 these performed mathematical operations of Fig. 1 illustrate.
Fig. 4 is the flow chart of steps of many analysis of version method of many analysis of version system 20 shown in Figure 1.
Wherein, description of reference numerals is as follows:
20: many analysis of version system 21: Advanced Planning and Scheduling
22: edition data receiver module 23: analysis/determining program
24: edition data analysis module 26:APS edition data storehouse
28:ERP transaction data base 30: select the interface
35: modeling parameters option 39: the edition data option
46: modeling parameters name field 48: computing parameter setting field
50: analysis/judgment principle input field Td: material procurement lead time
Te: estimated time Tr: actual delivery time
A1, A2, A3: MSDS E1, E2, E3:ERP MSDS
Embodiment
See also Fig. 1, Fig. 1 is used in an Advanced Planning and Scheduling (AdvancedPlanning ﹠amp for the present invention; Scheduling, APS) calcspar of 21 the system of analysis of version more than one 20.The invention provides a system of analysis of version more than one 20 that is used in an Advanced Planning and Scheduling 21.In an embodiment, many analysis of version of the present invention system 20 is used in the Advanced Planning and Scheduling 21, and Advanced Planning and Scheduling 21 comprises a plurality of modeling parameters (not shown)s.These a plurality of modeling parameters are in order to setting up the model of Advanced Planning and Scheduling 21, via analyzing the effect that can improve Advanced Planning and Scheduling 21 with these a plurality of modeling parameters of monitoring, and the difference between the planning face of dwindling and the execution face.
Many analysis of version of the present invention system 20 comprises one and selects interface 30, an edition data receiver module 22 and an edition data analysis module 24.
Select interface 30 in order to a plurality of modeling parameters options 35 and a plurality of edition data option 39 to be provided, select for subsequent analysis with a convenient user.In an embodiment, modeling parameters option 35 for example comprises material procurement lead time (Vendor lead-time), order and finishes the lead time (Productlead-time), single execution time of worker ... or the like modeling parameters, modeling parameters option 35 is selected a modeling parameters (not shown) for subsequent analysis in order to this user to be provided from a plurality of modeling parameters options 35.
Edition data receiver module 22 is in order to select chosen this modeling parameters and a chosen edition data option in the interface 30, the tables of data (not shown) of taking out a plurality of different editions in order to receive foundation.And the tables of data of each version comprises a start context in order to the instruction time of difference successively.
Edition data analysis module 24 is in order to according to selecting this chosen modeling parameters in the interface 30, analyzes the tables of data of these a plurality of different editions that edition data receiver module 22 taken out.Edition data analysis module 24 can start a corresponding pre-setting analysis/determining program 23 according to this chosen modeling parameters, and according to predefined at least one analysis/judgment principle in the analysis/determining program 23, do a mathematical operation for this modeling parameters in these a plurality of different editions tables of data, in view of the above with the difference of the tables of data of monitoring these a plurality of different editions, and produce a corresponding analysis result.When analysis/determining program 23 judges that these analysis results have been violated this analysis/judgment principle, then initiatively export a warning message and warn this user.
Many analysis of version system 20 also comprise an APS edition data storehouse 26 in order to the tables of data that writes down these a plurality of different editions and an ERP transaction data base 28 in order to write down a plurality of ERP tables of data.Each tables of data comprises this modeling parameters of being planned out by Advanced Planning and Scheduling 21, and has according to time order and function different start contexts is arranged.Each ERP tables of data system record is corresponding to the actual execution result of these a plurality of tables of data.According to selecting selected this edition data option that goes out in the interface 30, edition data receiver module 22 can take out and these a plurality of tables of data from APS edition data storehouse 26, and from the tables of data corresponding a plurality of ERP tables of data of ERP transaction data base 28 taking-ups with these a plurality of taking-ups.
In an embodiment, the procurement staff of enterprise carries out the former material buying of a certain item number according to the scheduling of APS planning, the procurement staff is with purchase order (Purchasing Order, PO) issue the former material supplier of upstream, wherein in this PO, state clearly by the APS system according to modeling parameters--a Date Required of material procurement lead time Td planning, the supplier replys a scheduled delivery date according to regulation, and the procurement staff writes down an actual delivery date of the former material that this PO purchased after receiving goods.In present embodiment, this Date Required by APS according to modeling parameters--the operational model of material procurement lead time Td, by APS systems organization computing gained, and PO issuing date, this Date Required, material procurement lead time Td and this start context deposited in the tables of data in APS edition data storehouse 26.This scheduled delivery date and this actual delivery date, system was based on the execution result of this PO, so this scheduled delivery date and this actual delivery date deposit in the ERP tables of data of ERP transaction data base 28.
See also Fig. 1 and Fig. 2, Fig. 2 is a synoptic diagram of selecting interface 30 of many analysis of version system 20 of Fig. 1.In present embodiment, select interface 30 to comprise a modeling parameters option 35 and an edition data option 39.Modeling parameters option 35 comprises a modeling parameters name field 46, in order to this modeling parameters title of selecting desire to analyze, one computing parameter setting field 48 is in order to setting required computing parameter, and an analysis/judgment principle input field 50 is judged for analysis/determining program 23 in order to import this analysis/judgment principle.
In the embodiment of Fig. 2, this modeling parameters name of desire analysis is called material procurement lead time Td in modeling parameters name field 46.Its computing parameter then comprises material procurement lead time Td, an estimated time Te and an actual delivery time T r.Material procurement lead time Td is the time difference at the issuing date of the Date Required of this former material and this PO, material procurement lead time Td can estimate an initial value in advance by the user, or by the APS system through after a while simulation and adjustment and the present up-to-date numerical value of output.Estimated time Te is the difference of this actual delivery date and this scheduled delivery date, and actual delivery time T r is the time difference at this actual delivery date and this PO issuing date.
Analysis/judgment principle input field 50 input analysis/judgment principles comprise following:
A. actual delivery time T r mean value and material procurement lead time Td mean value error were expressed as more than or equal to 2 days:
| Σ i = 1 n T ri - Σ i = 1 n T di | / n ≥ 2 (formula 1)
B. actual delivery time T r mean value and estimated time Te mean value error were expressed as more than or equal to 3 days:
| Σ i = 1 n T ri - Σ i = 1 n T ei | / n ≥ 3 (formula 2)
Edition data option 39 is in order to the stroke count of the edition data of selection desire analysis, its system of selection can be divided into doing to choose or do with the time with number of times to be chosen, for example the operator can select, with in a plurality of tables of data in APS edition data storehouse 26 and in a plurality of ERP tables of data of ERP transaction data base 28, the target of 3 nearest related datas for analyzing.Perhaps selecting with all the nearest 60 days related datas in the ERP tables of data that reaches ERP transaction data base 28 in the APS edition data table in APS edition data storehouse 26 is the target of analysis.
See also Fig. 3, Fig. 3 is that edition data analysis module 24 these performed mathematical operations of Fig. 1 illustrate synoptic diagram.Option according to selection interface 30 shown in Figure 3, edition data receiver module 22 from APS edition data storehouse 26 and in the ERP transaction data base 28, take out nearest 3 data Table As 1, A2, A3, and 3 ERP MSDS E1, E2, E3 that correspond respectively to tables of data A1, A2, A3.
Each self-contained PO issuing date, Date Required, material procurement lead time Td and start context among tables of data A1, A2, the A3.ERP tables of data E1, E2, E3 be each self-contained scheduled delivery date and actual delivery date corresponding to tables of data A1, A2, A3 then, and by the APS system from row operation and deposit the estimated time Te and the actual delivery time T r of ERP tables of data in.
Edition data analysis module 24 comes the computing parameter among analytical data A1, A2, A3 and ERP MSDS E1, E2, the E3 according to selecting specified analysis/judgment principle in the interface 30.In the embodiment of Fig. 3, the computing of edition data analysis module 24 execution formulas 1 and formula 2, its analysis result is:
| Σ i = 1 3 T ri - Σ i = 1 3 T di | / 3 = 4 > 2 ; And
| Σ i = 1 3 T ri - Σ i = 1 3 T ei | / 3 = 6 > 3
Edition data analysis module 24 these analysis results of judgement have been violated this analysis/judgment principle, therefore initiatively export on warning message to a display screen (display panel) and warn this user, remind this user that APS and/or supplier are adjusted, to dwindle the difference between planning face and the execution face.
Therefore, can monitor the difference of the tables of data of different editions by edition data analysis module 24 of the present invention, can write down and follow the trail of Advanced Planning and Scheduling 21 execution results,, and then be continued to carry out Advanced Planning and Scheduling 21 importing analysiss of related results so that carry out the computing of historical data.Moreover, more provide Advanced Planning and Scheduling 21 to utilize the comparison and analysis of planning and execution result, so that the designer is carried out the adjustment of modeling parameters according to circumstances, or the change of management process, make Advanced Planning and Scheduling 21 plan convergence execution result gradually.
Except the above, a kind of many analysis of version system 20 that is used in an Advanced Planning and Scheduling 21 provided by the present invention can provide input and the output data of respectively planning version to compare, so that Rapid identification causes the special event (for example dull and rush season) of planning change, and then differentiates responsibility rapidly.
See also Fig. 4, Fig. 4 is many analysis of version method step process flow diagram of many analysis of version system 20 shown in Figure 1.The present invention also provides a kind of method of analysis of version more than that is used in an Advanced Planning and Scheduling 21.Advanced Planning and Scheduling 21 comprises one and selects interface 30.Below utilize the embodiment Advanced Planning and Scheduling 21 of Figure 1 and Figure 2 and select interface 30 that many analysis of version method of the present invention is described.The method of analysis of version more than that the present invention is used in Advanced Planning and Scheduling 21 comprises the following step:
Step S50: by selecting interface 30 to provide a plurality of modeling parameters options 35 in order to selecting a modeling parameters, and a plurality of edition data option 39, select for subsequent analysis with a convenient user;
Step S52: receive according to chosen this modeling parameters and a chosen edition data option in the selection interface 30, the tables of data of taking out a plurality of different editions, and the tables of data of each version comprises a start context in order to the instruction time of difference successively;
Step S54: start a corresponding pre-setting analysis/determining program 23 according to this chosen modeling parameters, and according to predefined at least one analysis/judgment principle in the analysis/determining program 23, do a mathematical operation for this modeling parameters in these a plurality of different editions tables of data, in view of the above with the difference of the tables of data of monitoring these a plurality of different editions, and produce a corresponding analysis result; And
Step S56: when analysis/determining program 23 judges that these analysis results have been violated this analysis/judgment principle, then initiatively export a warning message and warn this user.
Manual type compared to prior art is analyzed Advanced Planning and Scheduling 21, the present invention utilizes many analysis of version method, in order to the record and the tracking of Advanced Planning and Scheduling 21 execution results to be provided, so that carry out the computing of historical data, and then continued to carry out Advanced Planning and Scheduling 21 importing analysiss of related results.Moreover, more provide Advanced Planning and Scheduling 21 to utilize the comparison and analysis of planning and execution result, so that the designer is carried out the adjustment of modeling parameters according to circumstances, or the change of management process, make Advanced Planning and Scheduling 21 plan convergence execution result gradually.Except the above, the invention provides input and the output data of respectively planning version and compare, so that Rapid identification causes the special event of planning change, and then differentiate responsibility rapidly.
By the above detailed description of preferred embodiments, hope can be known description feature of the present invention and spirit more, and is not to come category of the present invention is limited with the above-mentioned preferred embodiment that is disclosed.On the contrary, its objective is that hope can contain in the category of claim of being arranged in of various changes and tool equality institute of the present invention desire application.

Claims (18)

1. system of analysis of version more than that is used in an Advanced Planning and Scheduling, this many analysis of version system comprises:
One selects the interface, in order to providing a plurality of modeling parameters options in order to selecting a modeling parameters, and a plurality of edition data option, select for subsequent analysis with a convenient user;
One edition data receiver module, select chosen this modeling parameters and a chosen edition data option in the interface in order to receive according to this, take out the tables of data of a plurality of different editions, and the tables of data of each version comprises a start context in order to the instruction time of difference successively; And
One edition data analysis module in order to according to chosen this modeling parameters, is analyzed the tables of data of these a plurality of different editions that this edition data receiver module taken out;
Wherein, this edition data analysis module can start a corresponding pre-setting analysis/determining program according to this chosen modeling parameters, and according to a predefined analysis/judgment principle in this analysis/determining program, do a mathematical operation for this modeling parameters in these a plurality of different editions tables of data, in view of the above with the difference of the tables of data of monitoring these a plurality of different editions, and produce a corresponding analysis result, when this analysis/determining program judges that this analysis result has been violated this analysis/judgment principle, then initiatively export a warning message and warn this user.
2. many analysis of version as claimed in claim 1 system, wherein this many analysis of version system also comprises an APS edition data storehouse, this APS edition data storehouse is in order to write down the tables of data of these a plurality of different editions, each tables of data comprises this modeling parameters of being planned out by this Advanced Planning and Scheduling, and comprises according to time order and function this different start contexts is arranged.
3. many analysis of version as claimed in claim 2 system, wherein this many analysis of version system also comprises an ERP transaction data base, this ERP transaction data base is in order to write down a plurality of ERP tables of data, and each ERP tables of data record is corresponding to the actual execution result of these a plurality of tables of data.
4. many analysis of version as claimed in claim 3 system, wherein, this edition data receiver module is according to selected this edition data option that goes out in this selection interface, from this APS edition data storehouse, take out these a plurality of tables of data, and from the tables of data corresponding a plurality of ERP tables of data of this ERP transaction data base taking-up with these a plurality of taking-ups.
5. many analysis of version as claimed in claim 1 system, wherein this analysis/determining program comprises at least one computing parameter, in order to this modeling parameters in these a plurality of different editions tables of data is done this mathematical operation.
6. many analysis of version as claimed in claim 5 system, wherein this modeling parameters is a material requirement lead time, and these a plurality of computing parameters comprise this material requirement lead time, an estimated time and an actual delivery time.
7. many analysis of version as claimed in claim 6 system, wherein this analysis/judgment principle comprises: this actual delivery time average and this material requirement lead time mean value error are greater than one first predetermined value.
8. many analysis of version as claimed in claim 7 system, wherein this analysis/judgment principle comprises: this actual delivery time average and this estimated time mean value error are greater than one second predetermined value.
9. many analysis of version as claimed in claim 8 system, wherein when above-mentioned analysis/judgment principle is set up, then this edition data analysis module can send on this warning message to one display screen, have unusually to demonstrate this material requirement lead time, change this modeling parameters of this Advanced Planning and Scheduling to assist this user.
10. method of analysis of version more than that is used in an Advanced Planning and Scheduling, this Advanced Planning and Scheduling comprise one and select the interface, and this many analysis of version method comprises the following step:
(A) provide a plurality of modeling parameters options in order to selecting a modeling parameters by this selection interface, and a plurality of edition data option, select for subsequent analysis with a convenient user;
(B) receive according to chosen this modeling parameters and a chosen edition data option in this selection interface, the tables of data of taking out a plurality of different editions, and the tables of data of each version comprises a start context in order to the instruction time of difference successively;
(C) start a corresponding pre-setting analysis/determining program according to this chosen modeling parameters, and according to predefined at least one analysis/judgment principle in this analysis/determining program, do a mathematical operation for this modeling parameters in these a plurality of different editions tables of data, in view of the above with the difference of the tables of data of monitoring these a plurality of different editions, and produce a corresponding analysis result; And
(D) when this analysis/determining program judges that this analysis result has been violated this analysis/judgment principle, then initiatively export a warning message and warn this user.
11. many analysis of version method as claimed in claim 10, wherein this Advanced Planning and Scheduling also comprises an APS edition data storehouse, this APS edition data storehouse is in order to write down the tables of data of these a plurality of different editions, each tables of data comprises this modeling parameters of being planned out by this Advanced Planning and Scheduling, and comprises according to time order and function this different start contexts is arranged.
12. many analysis of version method as claimed in claim 11, wherein this Advanced Planning and Scheduling also comprises an ERP transaction data base, this ERP transaction data base is in order to write down a plurality of ERP tables of data, and each ERP tables of data record is corresponding to the actual execution result of these a plurality of tables of data.
13. many analysis of version method as claimed in claim 12, wherein, this step (B) is according to selected this edition data option that goes out in this selection interface, from this APS edition data storehouse, take out these a plurality of tables of data, and from the tables of data corresponding a plurality of ERP tables of data of this ERP transaction data base taking-up with these a plurality of taking-ups.
14. many analysis of version method as claimed in claim 10, wherein this analysis/determining program comprises at least one computing parameter, in order to this modeling parameters in these a plurality of different editions tables of data is done this mathematical operation.
15. many analysis of version method as claimed in claim 14, wherein this modeling parameters is a material requirement lead time, and these a plurality of computing parameters comprise this material requirement lead time, an estimated time and an actual delivery time.
16. many analysis of version method as claimed in claim 15, wherein this analysis/judgment principle comprises: this actual delivery time average and this material requirement lead time mean value error are greater than one first predetermined value.
17. many analysis of version method as claimed in claim 16, wherein this analysis/judgment principle comprises: this actual delivery time average and this estimated time mean value error are greater than one second predetermined value.
18. many analysis of version method as claimed in claim 17, wherein when above-mentioned analysis/judgment principle is set up, then this step (D) can be sent on this warning message to one display screen, have unusually to demonstrate this material requirement lead time, change this modeling parameters of this Advanced Planning and Scheduling to assist this user.
CNA200410068759XA 2004-09-06 2004-09-06 Multi-version analytical system and method for advanced programm system Pending CN1746911A (en)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105809320A (en) * 2014-12-31 2016-07-27 青岛中科软件股份有限公司 Advanced planning and scheduling system based on fuzzy clustering analysis
CN110175180A (en) * 2019-04-26 2019-08-27 浙江蒲惠智造科技有限公司 A kind of list management method, device, equipment and storage medium
WO2023184320A1 (en) * 2022-03-31 2023-10-05 京东方科技集团股份有限公司 Production scheduling method and system, electronic device, and storage medium

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105809320A (en) * 2014-12-31 2016-07-27 青岛中科软件股份有限公司 Advanced planning and scheduling system based on fuzzy clustering analysis
CN110175180A (en) * 2019-04-26 2019-08-27 浙江蒲惠智造科技有限公司 A kind of list management method, device, equipment and storage medium
WO2023184320A1 (en) * 2022-03-31 2023-10-05 京东方科技集团股份有限公司 Production scheduling method and system, electronic device, and storage medium

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