CN116384928A - Project progress management method, device, computer equipment and storage medium - Google Patents

Project progress management method, device, computer equipment and storage medium Download PDF

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CN116384928A
CN116384928A CN202310362375.1A CN202310362375A CN116384928A CN 116384928 A CN116384928 A CN 116384928A CN 202310362375 A CN202310362375 A CN 202310362375A CN 116384928 A CN116384928 A CN 116384928A
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determining
construction period
construction
link
project
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王春燕
余小兵
杨利
刘学亮
郑天帅
杨庆川
顾雨恒
薛晨晰
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Xian Thermal Power Research Institute Co Ltd
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Abstract

The present disclosure proposes a project progress management method, apparatus, computer device, and storage medium, the method comprising: determining construction logic relation and resource demand information among a plurality of working procedures in a project to be managed, dividing the working procedures into a plurality of working procedure links according to the construction logic relation and the resource demand information, determining residual buffer time and working procedures to be completed corresponding to each working procedure link in response to the project to be managed meeting preset conditions, determining target buffer time required by the working procedures to be completed in each working procedure link, determining a first comparison result between the residual buffer time and the target buffer time, and performing progress management on the project to be managed according to the first comparison result.

Description

Project progress management method, device, computer equipment and storage medium
Technical Field
The disclosure relates to the technical field of thermal power plant technical transformation, in particular to a project progress management method, a project progress management device, computer equipment and a storage medium.
Background
In order to enable a unit to reach a certain set target, a set of unrepeatable behaviors developed under limited funds and specified time conditions can be various aspects such as reduction in energy consumption, optimization in control, advancement in management and the like, and in most cases, the unit is simultaneously developed under the condition of normal operation, and part of the project is high in complexity, so that the project management difficulty is high for completing the targets of progress, cost and quality in a contracted construction period, and effective progress management is required for ensuring the realization of the targets of the project progress.
In the related art, when progress management is performed, construction efficiency cannot be ensured.
Disclosure of Invention
The present disclosure aims to solve, at least to some extent, one of the technical problems in the related art.
Therefore, an object of the present disclosure is to provide a project progress management method, apparatus, computer device, and storage medium, which can effectively combine construction logic relationship and resource demand information in determining a process link, ensure practicality of the obtained process link, and monitor progress of a project to be managed based on a remaining buffer time corresponding to the process link, so that construction efficiency can be improved, and time cost can be reduced.
The project progress management method provided by the embodiment of the first aspect of the disclosure comprises the following steps:
determining construction logic relation and resource demand information among a plurality of procedures in a project to be managed;
dividing the plurality of working procedures into a plurality of working procedure links according to the construction logic relation and the resource demand information;
responding to the items to be managed meeting preset conditions, and determining the residual buffer time and the to-be-completed working procedure corresponding to each working procedure link;
determining target buffering time required by the to-be-completed process in each process link;
determining a first comparison result between the remaining buffering time and the target buffering time;
and carrying out progress management on the items to be managed according to the first comparison result.
According to the project progress management method provided by the embodiment of the first aspect of the disclosure, by determining construction logic relation and resource demand information among a plurality of working procedures in a project to be managed, dividing the plurality of working procedures into a plurality of working procedure links according to the construction logic relation and the resource demand information, determining residual buffer time and working procedures to be completed corresponding to each working procedure link in response to the project to be managed meeting preset conditions, determining target buffer time required by the working procedures to be completed in each working procedure link, determining a first comparison result between the residual buffer time and the target buffer time, and performing progress management on the project to be managed according to the first comparison result, thereby effectively combining the construction logic relation and the resource demand information in the process of determining the working procedure links, ensuring the practicability of the obtained working procedure links, performing progress monitoring on the project to be managed based on the residual buffer time corresponding to the working procedure links, improving construction efficiency and reducing time cost.
An embodiment of a second aspect of the present disclosure provides a project progress management apparatus, including:
the first determining module is used for determining construction logic relations and resource demand information among a plurality of working procedures in the project to be managed;
the processing module is used for dividing the working procedures into a plurality of working procedure links according to the construction logic relation and the resource demand information;
the second determining module is used for determining the residual buffer time and the to-be-completed process corresponding to each process link in response to the to-be-managed item meeting a preset condition, wherein the to-be-completed process comprises at least one process;
a third determining module, configured to determine a target buffering time required by the to-be-completed process in each process link;
a fourth determining module, configured to determine a first comparison result between the remaining buffering time and the target buffering time;
and the management module is applied to schedule management of the items to be managed according to the first comparison result.
According to the project progress management device provided by the embodiment of the second aspect of the disclosure, by determining construction logic relation and resource demand information among a plurality of working procedures in a project to be managed, dividing the plurality of working procedures into a plurality of working procedure links according to the construction logic relation and the resource demand information, determining remaining buffer time and working procedures to be completed corresponding to each working procedure link in response to the project to be managed meeting preset conditions, determining target buffer time required by the working procedures to be completed in each working procedure link, determining a first comparison result between the remaining buffer time and the target buffer time, and performing progress management on the project to be managed according to the first comparison result, thereby effectively combining the construction logic relation and the resource demand information in the process of determining the working procedure links, ensuring the practicability of the obtained working procedure links, performing progress monitoring on the project to be managed based on the remaining buffer time corresponding to the working procedure links, improving construction efficiency and reducing time cost.
Embodiments of the third aspect of the present disclosure provide a computer device, including: a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the project progress management method as set forth in the embodiments of the first aspect of the present disclosure when executing the program.
An embodiment of a fourth aspect of the present disclosure proposes a non-transitory computer-readable storage medium, on which a computer program is stored, which when executed by a processor implements a project progress management method as proposed by an embodiment of the first aspect of the present disclosure.
An embodiment of a fifth aspect of the present disclosure proposes a computer program product which, when executed by a processor, performs a project progress management method as proposed by an embodiment of the first aspect of the present disclosure.
Additional aspects and advantages of the disclosure will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the disclosure.
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The foregoing and/or additional aspects and advantages of the present disclosure will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings, in which:
FIG. 1 is a flow chart of a project progress management method according to an embodiment of the disclosure;
FIG. 2 is a flow chart of a project progress management method according to another embodiment of the present disclosure;
FIG. 3 is a flow chart illustrating a project progress management method according to another embodiment of the present disclosure;
FIG. 4 is a flow chart of a thermal power plant technical retrofit project progress management method according to the present disclosure;
FIG. 5 is a schematic diagram of a project schedule management apparatus according to an embodiment of the present disclosure;
FIG. 6 illustrates a block diagram of an exemplary computer device suitable for use in implementing embodiments of the present disclosure.
Detailed Description
Embodiments of the present disclosure are described in detail below, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to like or similar elements or elements having like or similar functions throughout. The embodiments described below by referring to the drawings are exemplary only for explaining the present disclosure and are not to be construed as limiting the present disclosure. On the contrary, the embodiments of the disclosure include all alternatives, modifications, and equivalents as may be included within the spirit and scope of the appended claims.
Fig. 1 is a flowchart of a project progress management method according to an embodiment of the disclosure.
It should be noted that, the execution body of the project progress management method in this embodiment is a project progress management device, and the device may be implemented in a software and/or hardware manner, and the device may be configured in a computer device, where the computer device may include, but is not limited to, a terminal, a server, and the like, and the terminal may be, for example, a mobile phone, a palm computer, and the like.
As shown in fig. 1, the project progress management method includes:
s101: and determining construction logic relation and resource demand information among a plurality of procedures in the project to be managed.
The project to be managed refers to a project to be subjected to project progress management in the embodiment of the disclosure, for example, may be a thermal power plant technical transformation project, and of course, may also be any other possible project, which is not limited.
The process refers to a basic unit for forming the project to be managed, and the project to be managed can be formed by a plurality of different types of processes.
The construction logic relationship refers to a logic relationship of construction sequences among a plurality of working procedures. For example, in a building project, the foundation laying process is prioritized over the first layer construction process, and the first layer construction process is prioritized over the second layer construction process.
The resource demand information refers to demand information of various resources in the construction process of the process, and can be, for example, hardware equipment or human resources of thermal power plant technical transformation projects.
In the embodiment of the disclosure, when the construction logic relationship and the resource requirement information among a plurality of procedures in the project to be managed are determined, reliable division basis can be provided for the links of the follow-up divided procedures.
S102: and dividing the multiple processes into multiple process links according to the construction logic relationship and the resource demand information.
The process link may be a link including a plurality of processes in order of execution in terms of construction logic.
In the embodiment of the disclosure, when dividing the plurality of processes into the plurality of process links according to the construction logic relationship and the resource requirement information, the construction logic relationship and the resource requirement information may be input into a pre-trained machine learning model, and the plurality of processes may be divided into the plurality of process links, or the plurality of processes may be divided into the plurality of process links according to the construction logic relationship and the resource requirement information based on a digital combination method, which is not limited.
Optionally, in some embodiments, when dividing the multiple processes into multiple process links according to the construction logic relationship and the resource requirement information, determining a predicted process period corresponding to each process, generating schedule information corresponding to the project to be managed according to the construction logic relationship and the predicted process period, where the schedule information is used to instruct multiple reference links, determine resource supply information of the project to be managed, and adjust the multiple reference links according to the resource requirement information and the resource supply information to obtain multiple process links, so that clear and accurate schedule information can be generated based on the construction logic relationship and the predicted process period, and adjust the multiple reference links based on the resource requirement information and the resource supply information, so as to effectively improve reliability of the multiple process links.
The term "predicting the working procedure" means predicting the time required for completing the corresponding working procedure.
The schedule information may be used to describe a project schedule corresponding to the project to be managed, which is obtained according to the construction logic relationship and the predicted working procedure period.
The reference link refers to a plurality of process links indicated in the advance schedule information.
The resource supply information refers to supply information of various resources in the implementation process of the project to be managed.
It can be understood that in the project embodiment process, the situation that multiple processes need the same resource may occur, so that a resource conflict problem may occur in multiple reference links indicated by the schedule information obtained by the construction logic relationship and the predicted process construction period.
S103: and determining the residual buffer time and the to-be-completed procedure corresponding to each procedure link in response to the to-be-managed item meeting the preset condition.
The preset condition is a response condition configured by triggering progress management operation in the implementation process of the project to be managed.
Optionally, in some embodiments, the preset condition includes any one of the following:
any procedure in the project to be managed is completed;
the actual construction period of any one procedure in the project to be managed is larger than the corresponding preset construction period threshold value.
The buffer time may be a redundant time configured to cope with various emergency situations that may occur in the process. For example, in order to cope with various sudden situations of the process, the predicted process period of the process a is 7 days, and the project schedule may be initially planned for the project by extending the period to 8 days, and the remaining 1 day is the buffering time. The remaining buffer time refers to the buffer time remaining in the current time point of the whole process link.
That is, in the embodiment of the disclosure, when progress planning is performed before project implementation, the overall buffering time of each process link may be calculated and determined to replace the independent buffering time of each process, so as to shorten the project period and save the time cost.
The process to be completed refers to a process which is not completed at the current time point in the process link. In the embodiment of the present disclosure, the number of the processes to be completed may be one or more, which is not limited.
The actual construction period refers to the actual construction period consumed by the corresponding procedure in the construction process. The preset work period threshold may be a work period threshold configured for each process in advance. The preset construction period threshold value can be composed of a basic construction period and a buffering time, and when the actual construction period exceeds the preset construction period threshold value, the fact that the project to be managed has an uncontrolled emergency at the moment is indicated, and progress adjustment is carried out timely according to relevant information.
That is, in the embodiment of the present disclosure, when the project to be managed is scheduled, the project to be managed may satisfy the preset condition as a dynamic trigger point, so that monitoring of the project schedule is simplified to monitoring of the buffer area, and based on the dynamic trigger point, the remaining buffer time corresponding to each process link is monitored in time.
S104: and determining the target buffering time required by the to-be-completed process in each process link.
The target buffering time may refer to a buffering time required for a process to be completed in each process link at a current time point.
In the embodiment of the disclosure, when determining the target buffer time required by the to-be-completed process in each process link, the number of the processes included in the to-be-completed process in each process link may be determined, and the target buffer time may be determined according to the number of the processes, or the buffer time required by each process included in the to-be-completed process may be determined, and then the sum of the multiple buffer times may be determined as the target buffer time.
S105: a first comparison result between the remaining buffer time and the target buffer time is determined.
The first comparison result refers to a comparison result between the residual buffer time and the target buffer time.
In the embodiment of the disclosure, when the first comparison result between the remaining buffer time and the target buffer time is determined, the obtained first comparison result can accurately indicate whether the remaining buffer time is sufficient for the to-be-completed process at the current time point, so that reliable trigger conditions are provided for subsequent progress management of the to-be-managed item.
S106: and carrying out progress management on the items to be managed according to the first comparison result.
For example, in the embodiment of the present disclosure, when the to-be-managed item is scheduled according to the first comparison result, the implementation efficiency of the to-be-completed process may be improved when the first comparison result indicates that the remaining buffering time is less than the target buffering time, so as to avoid the item from exceeding the period.
In this embodiment, by determining construction logic relationship and resource requirement information between a plurality of processes in a project to be managed, dividing the plurality of processes into a plurality of process links according to the construction logic relationship and the resource requirement information, determining a remaining buffer time and a process to be completed corresponding to each process link in response to the project to be managed meeting a preset condition, determining a target buffer time required by the process to be completed in each process link, determining a first comparison result between the remaining buffer time and the target buffer time, and performing progress management on the project to be managed according to the first comparison result, thereby being capable of effectively combining the construction logic relationship and the resource requirement information in the process of determining the process links, ensuring the practicability of the obtained process links, performing progress monitoring on the project to be managed based on the remaining buffer time corresponding to the process links, improving construction efficiency, and reducing time cost.
Fig. 2 is a flowchart of a project progress management method according to another embodiment of the present disclosure.
As shown in fig. 2, the project progress management method includes:
s201: and determining construction logic relation and resource demand information among a plurality of procedures in the project to be managed.
The description of S201 may be specifically referred to the above embodiments, and will not be repeated here.
S202: and acquiring a reference construction period and construction period related parameters corresponding to each working procedure in the project to be managed.
The term of construction may be referred to as a time period required for completing the process.
The term-related parameter may be a parameter obtained by performing quantization processing on various factors that may affect the prediction result when predicting the working procedure.
Optionally, in some embodiments, when the reference construction period and the construction period related parameters corresponding to each of the working procedures in the project to be managed are obtained, the construction type of the working procedure may be determined, according to the construction type, a plurality of historical construction periods corresponding to the working procedure are obtained, a second comparison result between the plurality of historical construction periods is determined, and according to the second comparison result, a standard construction period corresponding to the working procedure is determined, wherein the standard construction period, and a construction period maximum value and a construction period minimum value in the plurality of historical construction periods are taken as the reference construction period together, implementation related information corresponding to each working procedure is determined, and according to the implementation related information, a construction difficulty level, a construction condition level, a working procedure risk index, a construction period proportion value and an uncertainty coefficient corresponding to the working procedure are taken as the construction period related parameters together, so that reliability and practicability of the obtained reference construction period and construction period related parameters may be effectively improved.
The construction type may be a type corresponding to each process, for example, a type such as concrete pouring, wind, water, electricity transformation, and the like.
The historical construction period refers to the time required for completing the same type of procedure in the historical construction record. The second comparison result refers to the comparison result among the plurality of historical construction periods.
The standard construction period may refer to the most probable construction period of the corresponding process. In the embodiment of the disclosure, when determining the standard construction period, the mode in the plurality of history construction periods may be used as the standard construction period, or the standard construction period may be determined by fusing factors such as the construction amount and the number of construction persons, and the like, which is not limited.
The construction related information refers to related information which may affect the construction process of the corresponding procedure.
The construction difficulty level refers to information obtained by evaluating the construction difficulty of a procedure. The construction condition level may be used to describe the degree of construction condition quality provided by the corresponding process. The process risk level can be the risk condition of corresponding process out-of-date or lagged construction determined according to historical experience. The term ratio value may be a ratio value of the term of the corresponding process to the whole project term. The uncertainty coefficient may be an evaluation value generated for an emergency (such as bad weather, water cut, power failure, etc.) that may occur in the construction process of the corresponding process.
In the embodiment of the disclosure, when the reference construction period and the construction period related parameters corresponding to each procedure in the project to be managed are obtained, reliable reference information can be provided for the follow-up determination of the predicted procedure construction period corresponding to the procedure.
S203: and determining a construction period influence coefficient corresponding to each working procedure according to the construction period related parameters.
Wherein the construction period influence coefficient refers to a coefficient which is determined according to construction period related parameters and influences the corresponding construction period of each working procedure, and the construction period influence coefficient can be a value with a size between 0 and 1.
Optionally, in some embodiments, when determining the construction period influence coefficient corresponding to each working procedure according to the construction period related parameter, weight vectors corresponding to the construction difficulty level, the construction condition level, the working procedure risk index, the construction period proportional value and the uncertainty coefficient may be determined respectively, and the construction period influence coefficient may be determined according to the plurality of weight vectors, so that the construction difficulty level, the construction condition level, the working procedure risk index, the construction period proportional value and the uncertainty coefficient may be effectively fused in the process of determining the construction period influence coefficient, thereby effectively improving the reliability of the obtained construction period influence coefficient.
S204: and determining the predicted working procedure construction period corresponding to the working procedure according to the reference construction period and the construction period influence coefficient.
Wherein, the predicted working procedure construction period refers to the working procedure construction period obtained by prediction of the reference construction period and the construction period influence coefficient.
That is, in the embodiment of the disclosure, the reference construction period and the construction period related parameter corresponding to each working procedure in the project to be managed can be obtained, the construction period influence coefficient corresponding to each working procedure is determined according to the construction period related parameter, and the predicted working procedure construction period corresponding to the working procedure is determined according to the reference construction period and the construction period influence coefficient, so that the working procedure can be effectively predicted by combining the related information of multiple dimensions, and reliable data support is provided for project progress management.
S205: and generating progress plan information corresponding to the project to be managed according to the construction logic relation and the predicted working procedure construction period, wherein the progress plan information is used for indicating a plurality of reference links.
S206: resource supply information of an item to be managed is determined.
S207: and adjusting the plurality of reference links according to the resource demand information and the resource supply information to obtain a plurality of process links.
S208: and determining the residual buffer time and the to-be-completed procedure corresponding to each procedure link in response to the to-be-managed item meeting the preset condition.
S209: and determining the target buffering time required by the to-be-completed process in each process link.
S210: a first comparison result between the remaining buffer time and the target buffer time is determined.
S211: and carrying out progress management on the items to be managed according to the first comparison result.
The descriptions of S205-S211 may be specifically referred to the above embodiments, and are not repeated herein.
In this embodiment, the reference construction period and the construction period related parameters corresponding to each working procedure in the project to be managed are obtained, the construction period influence coefficient corresponding to each working procedure is determined according to the construction period related parameters, and the predicted working procedure construction period corresponding to the working procedure is determined according to the reference construction period and the construction period influence coefficient, so that the working procedure can be effectively predicted by combining the related information of multiple dimensions, and reliable data support is provided for project progress management. By determining the construction type of the working procedure, obtaining a plurality of historical working procedures corresponding to the working procedure according to the construction type, determining a second comparison result among the plurality of historical working procedures, and determining a standard working procedure corresponding to the working procedure according to the second comparison result, wherein the standard working procedure, the working procedure maximum value and the working procedure minimum value in the plurality of historical working procedures are taken as reference working procedures together, implementation related information corresponding to each working procedure is determined, and the construction difficulty level, the construction condition level, the working procedure risk index, the working procedure proportion value and the uncertainty coefficient corresponding to the working procedure are taken as working procedure related parameters together according to the implementation related information, so that the reliability and the practicability of the obtained reference working procedure and the working procedure related parameters can be effectively improved. The construction difficulty level, the construction condition level, the process risk index, the working period proportion value and the uncertainty coefficient are effectively fused in the process of determining the construction period influence coefficient, so that the reliability of the obtained construction period influence coefficient is effectively improved.
Fig. 3 is a flowchart illustrating a project progress management method according to another embodiment of the present disclosure.
As shown in fig. 3, the project progress management method includes:
s301: and determining the basic link construction period corresponding to each process link according to the predicted process construction period.
The predicted process period and the process link acquiring process may refer to the above embodiments, and are not described herein.
The basic link period may be a sum of a plurality of process-related predicted process periods included in the process link.
S302: a third comparison between the plurality of base link construction periods is determined.
The third comparison result refers to a comparison result among a plurality of basic link construction periods.
It will be appreciated that multiple process links may be available in embodiments of the present disclosure, and that determining the critical links of the project may be desirable to facilitate progress management, and that determining the underlying link time period corresponding to each process link may provide reliable reference information for subsequent determination of the critical links (i.e., the first links) when determining the underlying link time period corresponding to each process link based on the predicted process time period.
S303: and determining a first link and a plurality of second links from the plurality of process links according to a third comparison result, wherein the first basic link construction period corresponding to the first link is larger than the second basic link construction period of each second link.
The first link may be a process link corresponding to a maximum value of a basic link construction period among the plurality of process links. The second link is any one of the plurality of process links other than the first link.
That is, in the embodiment of the disclosure, the basic link construction period corresponding to each process link may be determined according to the predicted process construction period, the third comparison result between the plurality of basic link construction periods may be determined, and the first link and the plurality of second links may be determined from the plurality of process links according to the third comparison result, wherein the first basic link construction period corresponding to the first link is greater than the second basic link construction period of each second link, and thus the first link may be accurately and rapidly determined from the plurality of process links based on the third comparison result between the plurality of basic link construction periods, thereby effectively improving the efficiency of project progress management.
S304: and determining a target construction period corresponding to each procedure according to the reference construction period.
The target construction period may refer to a safe time for completing the corresponding process. The target construction period may be between the standard construction period and a construction period maximum value.
S305: and determining a process complexity evaluation value and a construction difficulty evaluation value corresponding to each process according to the implementation related information.
The process complexity evaluation value and the construction difficulty evaluation value may be entropy obtained by evaluating the process complexity and the construction difficulty.
S306: and determining a resource constraint evaluation value corresponding to each procedure according to the resource demand information.
The resource constraint evaluation value refers to entropy obtained by evaluating resource limitation possibly suffered by each procedure in the construction process.
For example, in the embodiment of the present disclosure, when determining the resource constraint evaluation value corresponding to each process according to the resource demand information, the entropy obtained by evaluating the case where the same construction resource is shared by the respective processes may be used.
S307: and determining an overall complexity evaluation value corresponding to the item to be managed according to the process complexity evaluation value.
The overall complexity evaluation value refers to entropy obtained by evaluating the overall complexity of the project to be managed.
S308: and determining a first buffer time corresponding to the first link according to the target construction period, the construction period influence coefficient, the overall complexity evaluation value, the construction difficulty evaluation value and the resource constraint evaluation value.
The first buffer time is configured by a pointer to the first link.
For example, in determining the first buffering time corresponding to the first link according to the target construction period, the construction period influence coefficient, the overall complexity evaluation value, the construction difficulty evaluation value, and the resource constraint evaluation value in the embodiment of the disclosure, the following formula may be used:
Figure BDA0004165551860000131
wherein:
SB-initial project buffering (first buffering time)
number of steps on n-Key chain (first Link)
S 1 -project overall complexity entropy (overall complexity assessment value)
S 2i Construction difficulty entropy (construction difficulty evaluation value)
S 3i Resource constraint entropy (resource constraint evaluation value)
k i Decision maker preference factor (construction period influence factor)
σ i Safety time of procedure i (target construction period)
S309: and determining a second buffer time corresponding to the second link according to the target construction period, the construction period influence coefficient, the procedure complexity evaluation value, the construction difficulty evaluation value and the resource constraint evaluation value.
The second buffer time is the entire buffer time configured for a plurality of steps in the second link.
For example, in the embodiment of the present disclosure, when determining the second buffer time corresponding to the second link according to the target construction period, the construction period influence coefficient, the process complexity evaluation value, the construction difficulty evaluation value, and the resource constraint evaluation value, the following formula may be used:
Figure BDA0004165551860000132
HB m Sink buffer for the mth non-critical chain (second link)
number of steps on n-related link (second link)
S 1j Single complex entropy of Process j (Process complexity evaluation value) on the nth non-critical chain
S 2j Construction difficulty entropy (construction difficulty evaluation value)
S 3j Resource constraint entropy (resource constraint evaluation value)
k j Decision maker preference factor (construction period influence factor)
σ j Safe time of procedure j (target construction period)
That is, in this embodiment, the target construction period corresponding to each process may be determined according to the reference construction period, the process complexity evaluation value and the construction difficulty evaluation value corresponding to each process may be determined according to the implementation related information, the resource constraint evaluation value corresponding to each process may be determined according to the resource demand information, the overall complexity evaluation value corresponding to the item to be managed may be determined according to the process complexity evaluation value, the target construction period, the construction difficulty evaluation value and the resource constraint evaluation value, the first buffer time corresponding to the first link may be determined according to the target construction period, the construction period influence coefficient, the process complexity evaluation value, the construction difficulty evaluation value and the resource constraint evaluation value, and the second buffer time corresponding to the second link may be determined according to the implementation related information, thereby effectively combining related information of a plurality of dimensions in determining the first buffer time and the second buffer time to be excessively long, and improving the practicality of the obtained first buffer time and second buffer time to a greater extent.
S310: and determining a first link construction period corresponding to the first link according to the first basic link construction period and the first buffer time.
The first link construction period may refer to a sum of the first base link construction period and the first buffer time.
S311: and determining a second link construction period corresponding to the second link according to the second basic link construction period and the second buffer time.
The second link construction period may be a sum of the second base link construction period and the second buffer time.
S312: and determining a fourth comparison result of the first link construction period and the second link construction period.
The fourth comparison result refers to a comparison result between the first link construction period and the second link construction period.
S313: an execution logic state of the first link is determined.
The execution logic state may be used to indicate whether the plurality of to-be-completed procedures in the first link may be implemented according to normal construction logic.
S314: and adjusting the second buffer time according to the fourth comparison result and/or the execution logic state.
In the embodiment of the disclosure, after the project buffer (first buffer time) and the import buffer (second buffer time) are established, when the import buffer (second buffer time) is added to the non-critical chain (second link) and is larger than the critical chain (first link construction period), the critical chain is changed; or the activity on the critical link (first link) cannot be continuously executed, a modification can be made to the buffer (second buffer time) on the non-critical link (second link), i.e. modifying the project buffer to be the sum of the project buffer and the redundant buffer on all non-critical links.
That is, in the embodiment of the disclosure, after the first buffer time and the second buffer time are determined, the first link construction period corresponding to the first link may be determined according to the first basic link construction period and the first buffer time, the second link construction period corresponding to the second link may be determined according to the second basic link construction period and the second buffer time, the fourth comparison result of the first link construction period and the second link construction period may be determined, the first link execution logic state may be determined, and the second buffer time may be adjusted according to the fourth comparison result and/or the execution logic state, thereby effectively avoiding the first link from being changed due to the configuration buffer time in the project implementation process, and effectively improving the reliability of the project implementation process.
In this embodiment, the base link construction period corresponding to each process link is determined according to the predicted process construction period, the third comparison result between the plurality of base link construction periods is determined, and the first link and the plurality of second links are determined from the plurality of process links according to the third comparison result, wherein the first base link construction period corresponding to the first link is greater than the second base link construction period of each second link, and therefore the first link can be accurately and quickly determined from the plurality of process links based on the third comparison result between the plurality of base link construction periods, thereby effectively improving the efficiency of project progress management. The method comprises the steps of determining a target construction period corresponding to each procedure according to a reference construction period, determining a procedure complexity evaluation value and a construction difficulty evaluation value corresponding to each procedure according to implementation related information, determining a resource constraint evaluation value corresponding to each procedure according to resource requirement information, determining an overall complexity evaluation value corresponding to an item to be managed according to the procedure complexity evaluation value, determining a first buffer time corresponding to a first link according to the target construction period, a construction period influence coefficient, the overall complexity evaluation value, the construction difficulty evaluation value and the resource constraint evaluation value, and determining a second buffer time corresponding to a second link according to the target construction period, the construction period influence coefficient, the procedure complexity evaluation value, the construction difficulty evaluation value and the resource constraint evaluation value, thereby effectively combining related information of a plurality of dimensions in determining the first buffer time and the second buffer time too long, and greatly improving the practicability of the obtained first buffer time and second buffer time. The first link construction period corresponding to the first link is determined according to the first basic link construction period and the first buffer time, the second link construction period corresponding to the second link is determined according to the second basic link construction period and the second buffer time, the fourth comparison result of the first link construction period and the second link construction period is determined, the first link execution logic state is determined, and the second buffer time is adjusted according to the fourth comparison result and/or the execution logic state, so that the first link is prevented from being changed due to the configuration buffer time in the project implementation process, and the reliability of the project implementation process can be effectively improved.
Optionally, in the embodiment of the present disclosure, a project progress management method is further provided, where, in determining a remaining buffer time and a to-be-completed process corresponding to each process link, a process implementation state and buffer time usage information corresponding to each process link may be determined, according to the process implementation state, the to-be-completed process in each process link is determined, and according to the buffer time usage information, the remaining buffer time in each process link is determined, where the remaining buffer time belongs to the first buffer time or the second buffer time, so that reliability of the remaining buffer time determining process may be effectively improved.
For example, in the embodiment of the disclosure, when determining the remaining buffer time in each process link according to the buffer time usage information, the buffer time used by the corresponding process link may be determined, and then the used buffer time is subtracted from the first buffer time or the second buffer time to obtain the corresponding remaining buffer time.
Optionally, an embodiment of the present disclosure further provides a project progress management method, where determining a target buffer time required for a process to be completed in each process link includes at least one of:
determining target buffer time according to the overall complexity evaluation value, and a target construction period, a construction period influence coefficient, a construction difficulty evaluation value and a resource constraint evaluation value corresponding to a to-be-completed procedure in the first link;
And determining target buffer time according to the target construction period, the construction period influence coefficient, the procedure complexity evaluation value, the construction difficulty evaluation value and the resource constraint evaluation value corresponding to the procedure to be completed in the second link.
That is, in the embodiments of the present disclosure, the target buffering time of the first link and the second link may be monitored and calculated in real time during the project implementation process.
Fig. 4 is a flow chart of a thermal power plant technology retrofit project progress management method according to the present disclosure.
The method comprises the following steps of:
(1) And estimating the working procedure time, and determining the activity construction period by applying the expected value of the triangular fuzzy variable.
Firstly, the process duration of a similar project in the past is called to obtain values of the duration a, m and b of each process, a decision maker preference index k is calculated, and the expected value of a triangular fuzzy variable is used for calculating the construction period of each activity, wherein the formula is as follows:
Figure BDA0004165551860000161
wherein:
ti-construction period of step i;
k—decision maker preference index;
a-the shortest time, i.e. the time required for the fastest completion of the process;
b-the longest time, i.e. the time required for the slowest completion of the process;
m-the most probable time, i.e. the time most probable to be needed for completing the procedure under normal construction conditions.
According to the influencing factors (construction difficulty, construction conditions, process risk index, process duration proportion and uncertainty coefficient) of the process construction period, the weight vector of each factor is calculated by using a hierarchical analysis method, and then the decision maker preference index k is obtained, wherein the k value is between 0 and 1.
(2) And drawing a project improvement progress plan according to the construction period of each working procedure, and finding a key path.
(3) The problem of resource conflict can occur when the working procedure is found out, and the resources are rearranged until the working procedure has no resource conflict, so that the key chain is obtained through adjustment.
(4) A buffer area is provided.
The buffer area influencing factors mainly comprise project complexity, working procedure construction difficulty and working procedure materialsThe source use condition and the decision maker preference calculate the item complexity entropy S respectively 1 Entropy S of procedure construction difficulty 2 Resource constraint entropy S 3 An initial buffer of items and an import buffer of non-critical chains are calculated.
The new project buffer calculation method is as follows:
Figure BDA0004165551860000171
wherein:
SB-initial item buffering
number of steps on n-Key chain
S 1 -project overall complex entropy
S 2i Construction difficulty entropy
S 3i Resource constraint entropy
k i Decision maker preference factor
σ i Safety time of step i
The method for calculating the import buffer is as follows:
Figure BDA0004165551860000181
HB m inlet buffering of mth non-critical chain
number of steps on n-related link
S 1j Single complex entropy of process j on the nth non-critical chain
S 2j Construction difficulty entropy
S 3j Resource constraint entropy
k j Decision maker preference factor
σ j Safe time of Process j
After the project buffer and the import buffer are established, when the non-key chain is added into the import buffer and is larger than the key chain, the key chain is changed; or that activities on the critical chain cannot be performed continuously. A modification to the buffering on the non-critical chain is required, i.e. modifying the project buffering to be the sum of the project buffering and the redundant buffering on all non-critical chains.
(5) Buffer monitoring.
In order to ensure that the project is completed according to the schedule, a project schedule is prepared, and various unexpected incidents can occur in the actual construction process along with the continuous progress of the project, so that the deviation of the actual schedule of the project and the schedule occurs. At this time, effective management measures are required to monitor the progress of the project. The key chain technology described in the invention introduces the concept of a buffer zone, namely, the buffer zone concentrated at the tail end of a link is used for replacing redundant safety time dispersed in each procedure, so that the construction period can be saved, and effective monitoring of projects is facilitated. The invention simplifies the monitoring of project progress to the monitoring of the buffer area.
In the construction process of the project, different working procedures are affected by different uncertainty factors, the consumption proportion of buffering is also different, and the buffer amount consumed by each working procedure can affect the subsequent working procedures. For the already completed process, the risks and uncertainties faced by it are completely eliminated and their effect on the total working period can no longer be taken into account. The remaining buffers are re-allocated without consideration of the finished process. Based on such consideration, during the implementation of the project, as the uncertainty of the project is gradually reduced, the buffer is dynamically allocated in combination with the actual condition of the project.
The core of the dynamic monitoring is to determine a trigger point, and the invention sets the trigger point as 1, and monitors each procedure once every time one procedure is completed. 2. The execution condition of the project is updated, monitoring is immediately carried out when needed, and when the threshold alpha > 1, namely the buffer size required by the plan of the rest part of a certain process is larger than the actual rest buffer size of the process, corresponding action is needed to be immediately taken.
Aiming at the limitations of the existing progress management method, the invention provides a new and improved progress management method for thermal power plant technical transformation project, 5 constraint factors influencing project estimation of technical transformation project are comprehensively considered on the original basis through an improved key chain technology, a fuzzy theory is introduced to adjust the project, then a resource constraint is identified on the basis of a network planning technology by adopting the key chain technology, parallel procedures with the resource constraint are adjusted to obtain a key chain, and buffering is inserted in a concentrated mode at the tail end of the link, so that the project period is shortened, and the project cost is saved.
Fig. 5 is a schematic structural diagram of a project schedule management apparatus according to an embodiment of the present disclosure.
As shown in fig. 5, the project schedule management apparatus 50 includes:
a first determining module 501, configured to determine construction logic relationships and resource requirement information among a plurality of procedures in a project to be managed;
The processing module 502 is configured to divide the multiple processes into multiple process links according to the construction logic relationship and the resource requirement information;
a second determining module 503, configured to determine, in response to the item to be managed meeting a preset condition, a remaining buffering time and a to-be-completed process corresponding to each process link, where the to-be-completed process includes at least one process;
a third determining module 504, configured to determine a target buffering time required for a process to be completed in each process link;
a fourth determining module 505, configured to determine a first comparison result between the remaining buffering time and the target buffering time;
and the management module 506 is applied to schedule management of the items to be managed according to the first comparison result. It should be noted that the foregoing explanation of the project schedule management method is also applicable to the project schedule management apparatus of the present embodiment, and will not be repeated here.
In this embodiment, by determining construction logic relationship and resource requirement information between a plurality of processes in a project to be managed, dividing the plurality of processes into a plurality of process links according to the construction logic relationship and the resource requirement information, determining a remaining buffer time and a process to be completed corresponding to each process link in response to the project to be managed meeting a preset condition, determining a target buffer time required by the process to be completed in each process link, determining a first comparison result between the remaining buffer time and the target buffer time, and performing progress management on the project to be managed according to the first comparison result, thereby being capable of effectively combining the construction logic relationship and the resource requirement information in the process of determining the process links, ensuring the practicability of the obtained process links, performing progress monitoring on the project to be managed based on the remaining buffer time corresponding to the process links, improving construction efficiency, and reducing time cost.
FIG. 6 illustrates a block diagram of an exemplary computer device suitable for use in implementing embodiments of the present disclosure. The computer device 12 shown in fig. 6 is merely an example and should not be construed as limiting the functionality and scope of use of the disclosed embodiments.
As shown in FIG. 6, the computer device 12 is in the form of a general purpose computing device. Components of computer device 12 may include, but are not limited to: one or more processors or processing units 16, a system memory 28, a bus 18 that connects the various system components, including the system memory 28 and the processing units 16.
Bus 18 represents one or more of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, a processor, and a local bus using any of a variety of bus architectures. By way of example, and not limitation, such architectures include industry Standard architecture (Industry Standard Architecture; hereinafter ISA) bus, micro channel architecture (Micro Channel Architecture; hereinafter MAC) bus, enhanced ISA bus, video electronics standards Association (Video Electronics Standards Association; hereinafter VESA) local bus, and peripheral component interconnect (Peripheral Component Interconnection; hereinafter PCI) bus.
Computer device 12 typically includes a variety of computer system readable media. Such media can be any available media that is accessible by computer device 12 and includes both volatile and nonvolatile media, removable and non-removable media.
Memory 28 may include computer system readable media in the form of volatile memory, such as random access memory (Random Access Memory; hereinafter: RAM) 30 and/or cache memory 32. The computer device 12 may further include other removable/non-removable, volatile/nonvolatile computer system storage media. By way of example only, storage system 34 may be used to read from or write to non-removable, nonvolatile magnetic media (not shown in FIG. 6, commonly referred to as a "hard disk drive").
Although not shown in fig. 6, a magnetic disk drive for reading from and writing to a removable non-volatile magnetic disk (e.g., a "floppy disk"), and an optical disk drive for reading from or writing to a removable non-volatile optical disk (e.g., a compact disk read only memory (Compact Disc Read Only Memory; hereinafter CD-ROM), digital versatile read only optical disk (Digital Video Disc Read Only Memory; hereinafter DVD-ROM), or other optical media) may be provided. In such cases, each drive may be coupled to bus 18 through one or more data medium interfaces. Memory 28 may include at least one program product having a set (e.g., at least one) of program modules configured to carry out the functions of the various embodiments of the disclosure.
A program/utility 40 having a set (at least one) of program modules 42 may be stored in, for example, memory 28, such program modules 42 including, but not limited to, an operating system, one or more application programs, other program modules, and program data, each or some combination of which may include an implementation of a network environment. Program modules 42 generally perform the functions and/or methods in the embodiments described in this disclosure.
The computer device 12 may also communicate with one or more external devices 14 (e.g., keyboard, pointing device, display 24, etc.), one or more devices that enable a person to interact with the computer device 12, and/or any devices (e.g., network card, modem, etc.) that enable the computer device 12 to communicate with one or more other computing devices. Such communication may occur through an input/output (I/O) interface 22. Moreover, the computer device 12 may also communicate with one or more networks such as a local area network (Local Area Network; hereinafter LAN), a wide area network (Wide Area Network; hereinafter WAN) and/or a public network such as the Internet via the network adapter 20. As shown, network adapter 20 communicates with other modules of computer device 12 via bus 18. It should be appreciated that although not shown, other hardware and/or software modules may be used in connection with computer device 12, including, but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, data backup storage systems, and the like.
The processing unit 16 executes various functional applications and data processing by running programs stored in the system memory 28, for example, implementing the project schedule management method mentioned in the foregoing embodiment.
In order to implement the above-described embodiments, the present disclosure also proposes a non-transitory computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements a project progress management method as proposed by the foregoing embodiments of the present disclosure.
To achieve the above-described embodiments, the present disclosure also proposes a computer program product which, when executed by an instruction processor in the computer program product, performs the project progress management method as proposed in the foregoing embodiments of the present disclosure.
Other embodiments of the disclosure will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure disclosed herein. This disclosure is intended to cover any adaptations, uses, or adaptations of the disclosure following the general principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the disclosure being indicated by the following claims.
It is to be understood that the present disclosure is not limited to the precise arrangements and instrumentalities shown in the drawings, and that various modifications and changes may be effected without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.
It should be noted that in the description of the present disclosure, the terms "first," "second," and the like are used for descriptive purposes only and are not to be construed as indicating or implying relative importance. Furthermore, in the description of the present disclosure, unless otherwise indicated, the meaning of "a plurality" is two or more.
Any process or method descriptions in flow charts or otherwise described herein may be understood as representing modules, segments, or portions of code which include one or more executable instructions for implementing specific logical functions or steps of the process, and further implementations are included within the scope of the preferred embodiment of the present disclosure in which functions may be executed out of order from that shown or discussed, including substantially concurrently or in reverse order, depending on the functionality involved, as would be understood by those reasonably skilled in the art of the embodiments of the present disclosure.
It should be understood that portions of the present disclosure may be implemented in hardware, software, firmware, or a combination thereof. In the above-described embodiments, the various steps or methods may be implemented in software or firmware stored in a memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, may be implemented using any one or combination of the following techniques, as is well known in the art: discrete logic circuits having logic gates for implementing logic functions on data signals, application specific integrated circuits having suitable combinational logic gates, programmable Gate Arrays (PGAs), field Programmable Gate Arrays (FPGAs), and the like.
Those of ordinary skill in the art will appreciate that all or a portion of the steps carried out in the method of the above-described embodiments may be implemented by a program to instruct related hardware, where the program may be stored in a computer readable storage medium, and where the program, when executed, includes one or a combination of the steps of the method embodiments.
Furthermore, each functional unit in the embodiments of the present disclosure may be integrated in one processing module, or each unit may exist alone physically, or two or more units may be integrated in one module. The integrated modules may be implemented in hardware or in software functional modules. The integrated modules may also be stored in a computer readable storage medium if implemented in the form of software functional modules and sold or used as a stand-alone product.
The above-mentioned storage medium may be a read-only memory, a magnetic disk or an optical disk, or the like.
In the description of the present specification, a description referring to terms "one embodiment," "some embodiments," "examples," "specific examples," or "some examples," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the present disclosure. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiments or examples. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
Although embodiments of the present disclosure have been shown and described above, it will be understood that the above embodiments are illustrative and not to be construed as limiting the present disclosure, and that variations, modifications, alternatives, and variations may be made to the above embodiments by one of ordinary skill in the art within the scope of the present disclosure.

Claims (15)

1. A project progress management method, comprising:
determining construction logic relation and resource demand information among a plurality of procedures in a project to be managed;
dividing the plurality of working procedures into a plurality of working procedure links according to the construction logic relation and the resource demand information;
responding to the items to be managed meeting preset conditions, and determining the residual buffer time and the to-be-completed working procedure corresponding to each working procedure link;
determining target buffering time required by the to-be-completed process in each process link;
determining a first comparison result between the remaining buffering time and the target buffering time;
and carrying out progress management on the items to be managed according to the first comparison result.
2. The method of claim 1, wherein the dividing the plurality of processes into a plurality of process links according to the construction logic relationship and the resource requirement information comprises:
Determining a predicted process time period corresponding to each process;
generating schedule information corresponding to the project to be managed according to the construction logic relation and the predicted working procedure construction period, wherein the schedule information is used for indicating a plurality of reference links;
determining resource supply information of the items to be managed;
and adjusting the plurality of reference links according to the resource demand information and the resource supply information to obtain a plurality of process links.
3. The method of claim 2, wherein said determining a predicted process time period corresponding to each of said processes comprises:
acquiring a reference construction period and construction period related parameters corresponding to each working procedure in the project to be managed;
according to the construction period related parameters, determining construction period influence coefficients corresponding to each working procedure;
and determining a predicted working procedure construction period corresponding to the working procedure according to the reference construction period and the construction period influence coefficient.
4. The method of claim 3, wherein the obtaining the reference construction period and construction period related parameters corresponding to each of the procedures in the project to be managed comprises:
determining the construction type of the working procedure;
According to the construction type, a plurality of historical construction periods corresponding to the working procedures are obtained;
determining a second comparison result between the plurality of historical time periods;
determining a standard construction period corresponding to the working procedure according to the second comparison result, wherein the standard construction period, and a construction period maximum value and a construction period minimum value in the plurality of historical construction periods are used as the reference construction period together;
determining implementation related information corresponding to each procedure;
and determining construction difficulty level, construction condition level, process risk index, construction period proportion value and uncertainty coefficient corresponding to the process according to the implementation related information to be used as the construction period related parameters.
5. The method of claim 4, wherein determining a construction period influence coefficient corresponding to each of the working processes based on the construction period related parameters comprises:
respectively determining weight vectors corresponding to the construction difficulty level, the construction condition level, the process risk index, the construction period proportion value and the uncertainty coefficient;
and determining the construction period influence coefficient according to a plurality of weight vectors.
6. The method as recited in claim 4, further comprising:
Determining a basic link construction period corresponding to each process link according to the predicted process construction period;
determining a third comparison result among a plurality of basic link construction periods;
and determining a first link and a plurality of second links from a plurality of process links according to the third comparison result, wherein the construction period of a first basic link corresponding to the first link is larger than that of a second basic link of each second link.
7. The method as recited in claim 6, further comprising:
determining a target construction period corresponding to each working procedure according to the reference construction period;
determining a process complexity evaluation value and a construction difficulty evaluation value corresponding to each process according to the implementation related information;
determining a resource constraint evaluation value corresponding to each procedure according to the resource demand information;
determining an overall complexity evaluation value corresponding to the item to be managed according to the process complexity evaluation value;
determining a first buffer time corresponding to the first link according to the target construction period, the construction period influence coefficient, the overall complexity evaluation value, the construction difficulty evaluation value and the resource constraint evaluation value;
And determining a second buffer time corresponding to the second link according to the target construction period, the construction period influence coefficient, the procedure complexity evaluation value, the construction difficulty evaluation value and the resource constraint evaluation value.
8. The method as recited in claim 7, further comprising:
determining a first link construction period corresponding to the first link according to the first basic link construction period and the first buffer time;
determining a second link construction period corresponding to the second link according to the second basic link construction period and the second buffer time;
determining a fourth comparison result of the first link construction period and the second link construction period;
determining an execution logic state of the first link;
and adjusting the second buffer time according to the fourth comparison result and/or the execution logic state.
9. The method of claim 1, wherein the preset conditions include any one of:
any one of the procedures in the items to be managed is completed;
the actual construction period of any working procedure in the project to be managed is larger than the corresponding preset construction period threshold value.
10. The method of claim 7, wherein determining the remaining buffering time and the process to be completed for each of the process links comprises:
determining a process implementation state and buffer time use information corresponding to each process link;
determining the to-be-completed process in each process link according to the process implementation state;
and determining the residual buffer time in each working procedure link according to the buffer time use information, wherein the residual buffer time belongs to the first buffer time or the second buffer time.
11. The method of claim 7, wherein said determining a target buffering time required for said to-be-completed process in each of said process links comprises at least one of:
determining the target buffer time according to the overall complexity evaluation value, the target construction period, the construction period influence coefficient, the construction difficulty evaluation value and the resource constraint evaluation value, which correspond to the to-be-completed procedure, in the first link;
and determining the target buffer time according to the target construction period, the construction period influence coefficient, the procedure complexity evaluation value, the construction difficulty evaluation value and the resource constraint evaluation value corresponding to the procedure to be completed in the second link.
12. A project progress management apparatus, comprising:
the first determining module is used for determining construction logic relations and resource demand information among a plurality of working procedures in the project to be managed;
the processing module is used for dividing the working procedures into a plurality of working procedure links according to the construction logic relation and the resource demand information;
the second determining module is used for determining the residual buffer time and the to-be-completed process corresponding to each process link in response to the to-be-managed item meeting a preset condition, wherein the to-be-completed process comprises at least one process;
a third determining module, configured to determine a target buffering time required by the to-be-completed process in each process link;
a fourth determining module, configured to determine a first comparison result between the remaining buffering time and the target buffering time;
and the management module is applied to schedule management of the items to be managed according to the first comparison result.
13. A computer device, comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the method of any one of claims 1-11.
14. A non-transitory computer readable storage medium storing computer instructions, wherein the computer instructions are for causing the computer to perform the method of any one of claims 1-11.
15. A computer program product comprising a computer program which, when executed by a processor, implements the steps of the method according to any one of claims 1-11.
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Publication number Priority date Publication date Assignee Title
CN116934274A (en) * 2023-09-14 2023-10-24 济南科金信息技术有限公司 Engineering progress management system based on artificial intelligence
CN117132095A (en) * 2023-08-07 2023-11-28 中国船舶集团有限公司第七一九研究所 Ship development progress management system based on buffer area monitoring
CN117592948A (en) * 2024-01-18 2024-02-23 一智科技(成都)有限公司 Construction project early warning method, system, device and storage medium
CN117726304A (en) * 2024-02-05 2024-03-19 天津航远信息技术有限公司 Project progress prediction and project resource allocation recommendation method
CN117893170A (en) * 2024-01-18 2024-04-16 一智科技(成都)有限公司 Construction progress management method, system, device and storage medium
CN118114934A (en) * 2023-10-20 2024-05-31 一智科技(成都)有限公司 Intelligent dispatching method, system and storage medium

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117132095A (en) * 2023-08-07 2023-11-28 中国船舶集团有限公司第七一九研究所 Ship development progress management system based on buffer area monitoring
CN117132095B (en) * 2023-08-07 2024-03-01 中国船舶集团有限公司第七一九研究所 Ship development progress management system based on buffer area monitoring
CN116934274A (en) * 2023-09-14 2023-10-24 济南科金信息技术有限公司 Engineering progress management system based on artificial intelligence
CN118114934A (en) * 2023-10-20 2024-05-31 一智科技(成都)有限公司 Intelligent dispatching method, system and storage medium
CN117592948A (en) * 2024-01-18 2024-02-23 一智科技(成都)有限公司 Construction project early warning method, system, device and storage medium
CN117893170A (en) * 2024-01-18 2024-04-16 一智科技(成都)有限公司 Construction progress management method, system, device and storage medium
CN117592948B (en) * 2024-01-18 2024-04-26 一智科技(成都)有限公司 Construction project early warning method, system, device and storage medium
CN117893170B (en) * 2024-01-18 2024-10-01 一智科技(成都)有限公司 Construction progress management method, system, device and storage medium
CN117726304A (en) * 2024-02-05 2024-03-19 天津航远信息技术有限公司 Project progress prediction and project resource allocation recommendation method
CN117726304B (en) * 2024-02-05 2024-05-17 天津航远信息技术有限公司 Project progress prediction and project resource allocation recommendation method

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