CN108595399A - The artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table - Google Patents

Abstract

The invention discloses an artificial intelligence generation method for a scientific research budget table for digital aircraft simulation research, comprising the following steps: building a human-computer interaction module, reasoning a budget plan by a budget expert system, connecting the expert system and the human-computer interaction module through configuration files or command communication, and One-click automatic generation of budget report Word documents. Based on the project information obtained by the human-computer interaction module, the budget expert system uses the knowledge base and method base to infer various budget amounts that meet the requirements of the fund management method and display them to users in real time. Users can feed back the funding allocation requirements through the interactive module multiple times so that the budget expert system can make multiple adjustments to the inferred budget results, so as to obtain a more satisfactory scientific research budget plan. The invention can quickly output the corresponding scientific research budget plan report according to the individual needs of users and the actual needs of the project, which is more scientific and standardized, thereby reducing the workload of scientific research personnel in preparing project budgets and improving the efficiency of budget preparation.

Description

Artificial intelligence generation method of scientific research budget table for digital aircraft simulation research

technical field

The invention relates to program design, logical reasoning, knowledge acquisition and human-computer interaction, and belongs to the field of artificial intelligence.

Background technique

Prolog is one of the most influential artificial intelligence languages in the contemporary era. Because this language is very suitable for expressing human thinking and reasoning rules, it has been widely used in natural language understanding, machine theorem proving, expert systems, etc., and has become an artificial intelligence application. A powerful development language for domains. There are only three basic statements in Prolog, that is, three types of statements, namely fact, rule and goal, and all of them are expressed by predicates, so the logic of the program is strong, the grammar is simple, and it is clear and easy to understand. On the other hand, Prolog is a declarative language. Once the necessary facts and rules are submitted to it, Prolog uses the internal deductive reasoning mechanism to automatically solve the given goal of the program without listing detailed solution steps in the program.

The human-computer interaction module (HCI for short) is to study the exchange and communication between humans and computers through mutual understanding, and to complete information management, service and processing functions for people to the greatest extent, so that computers can truly become human beings. A technical science of harmonious assistants for work and study. Human-computer interaction module includes but not limited to C# human-computer interaction interface.

The C# language is evolved from C/C++ and is an object-oriented high-level programming language that runs on the .NET Framework. This language can support functions such as strong type checking, array dimension checking, uninitialized variable reference detection, and automatic memory release. It simplifies C++ in the fields of classes, namespaces, method overloading and exception handling, and abandons the complexity of C++, making it easier to use and less error-prone.

At present, in scientific research work, scientific research project budgets are compiled manually by scientific research personnel, which is time-consuming and laborious, and has a certain impact on the application and work development of scientific research projects. For the simulation research of digital aircraft, the artificial intelligence automatic generation method of the scientific research budget table described in this patent is adopted. For the specific scientific research projects in the simulation research, the computer can automatically deduce the budget allocation plan according to the actual project requirements input by the user. Through the human-computer interaction module, the adjustment requirements can be put forward to the computer to make multiple adjustments to the budget, so as to obtain a highly satisfactory scientific research budget plan and generate a Word report of the required budget plan with one click. Combining the C# human-computer interaction interface with the Prolog expert system, not only can the budget allocation plan be easily and quickly deduced according to the actual project needs of users, which is more humanized, but also the budget expert system has good scalability and maintainability, making the inference out The budget allocation plan is more standardized and scientific, which greatly reduces the workload of scientific research personnel in preparing project budgets and improves the efficiency of budget preparation.

Contents of the invention

In view of this, the present invention provides an artificial intelligence generation method for a scientific research budget table for digital aircraft simulation research, which avoids repeated development work by humans and improves the efficiency of program development.

In order to achieve the above object, the present invention adopts the following technical solutions:

The artificial intelligence generation method of the scientific research budget table for digital aircraft simulation research mainly includes: building a human-computer interaction module, building a scientific research budget expert system, connecting the expert system and the human-computer interaction module through configuration files or command communication, and generating a budget Word with one key Report four links

Preferably, the building of the human-computer interaction module mainly includes a developer interface, a user interface and a system interface;

The building of the human-computer interaction module mainly includes the following steps:

Create or load project information;

Set initial budget requirements;

Input user budget adjustment feedback requirements;

Real-time monitoring of budget adjustment results, one-click generation of scientific research budget Word reports;

Add, delete or edit Word templates, and personalize the fonts, table borders, alignments, etc. in the templates;

Save each budget result, subsequent users can choose to continue to adjust on the basis of a budget result version in the currently saved results, or choose to readjust based on the budget result obtained by restarting reasoning based on the project information;

The building of human-computer interaction modules includes, but is not limited to, C# human-computer interaction interface and speech recognition.

Preferably, the developer interface is mainly used to create and modify the budget knowledge base in the budget expert system. The user interface is used for creating new budget items, setting scientific research item information, and loading existing budget item information and other related operations required by users. The system interface is mainly used to connect the one-key generation budget report Word document program module.

Preferably, the construction of the budget expert system includes a knowledge base, a method base and an inference mechanism;

The knowledge base is divided into a budget template knowledge base and a budget style knowledge base;

The budget template knowledge base is used to store information on various existing fund management methods, including but not limited to the types of projects to which the management methods apply, the expense items specified in the management methods, the sub-items included in the expense items, and the error range of budget estimates;

The budget style knowledge base is used to store and calculate the ratio information of the corresponding expenses to the total amount, including multi-level adjustable ratios of each budget template corresponding to each expense, the ratio of each expense included in the style, and each expense includes The sub-item cost ratio of ;

The method library is divided into fund allocation method library, user feedback method library, general computing method library and file reading and writing method library:

The fund allocation method library is used to store information on multiple budget item allocation methods corresponding to each budget template;

The user feedback method library is used to store feedback requests from users and corresponding fund adjustment methods, including the increase or decrease of one or more fee amounts and the corresponding adjustment degree;

The general calculation method library is used to store common calculation rules in each budget allocation method, including calculating the maximum value and minimum value of the list data, summing the list data, rounding the data, and deleting specific values in the list;

The file reading and writing method library is used to store rules for reading and writing budget result output files, including but not limited to INI files;

The inference mechanism is:

Based on the obtained project information, combined with the selected budget style, the set budget requirements and the budget knowledge base, the budget expert system uses various allocation methods of funds items in the method base to deduce a most reasonable fund allocation plan. When the user needs to adjust the plan, the expert system specifically adjusts the proportion and amount of the corresponding fund item according to the actual project demand input by the user, and infers a new fund allocation plan that is closer to the actual project demand;

According to the above method, according to the budget results displayed by the interactive module, the user can put forward the corresponding adjustment requirements through the human-computer interaction module multiple times, and the expert system will perform multiple adjustment feedbacks to deduce the funding allocation plan with the highest user satisfaction, in the form of a configuration file output;

The budget expert system can modify and expand the knowledge base and part of the method base of the expert system through the human-computer interaction module or in the code file;

The above knowledge base and the method base are respectively divided into multiple code files according to budget template types.

Preferably, the configuration files in the configuration file or instruction communication connection expert system and the human-computer interaction module include but are not limited to INI files, TXT files, and XML files;

The configuration file or instruction communication connection expert system and the human-computer interaction module include the following steps:

The human-computer interaction module reads the budget plan result obtained by the expert system reasoning through the configuration file;

The expert system reads the project demand instruction input by the user through the configuration file output by the human-computer interaction module to perform re-reasoning;

The instruction communication connection includes that the interaction module sends rule operation instructions to the expert system, and the expert system sends data to the interaction module.

Preferably, the one-click generation of a budget Word report link includes the following steps:

The user selects the required template in the Word template library through the human-computer interaction module;

The human-computer interaction module calls the document one-key generation program to write a report according to the budget result file output by the expert system to generate a database;

The document one-click generation program can insert corresponding text, tables and pictures in the bookmark position of the Word template selected by the user according to the report generation database, so as to output the corresponding budget Word report; the Word template library consists of multiple Word report templates that have been processed by adding bookmarks .

Preferably, the scientific research project information mainly includes but not limited to the scientific research project name, project type, fund management method used by the project, total fund amount, budget style, number of research participants, working hours, and project result type.

Preferably, the user can add or modify predicates and parameters to describe facts through the human-computer interaction module or the expert system file, so as to modify and expand the knowledge base and method base in the expert system.

Preferably, the configuration file output by the expert system is a computer file in which detailed budget plan results deduced by the expert system are written according to user requirements;

In addition to the project information block, the configuration file is also divided into multiple blocks according to the funding items contained in the budget template. Each block describes in detail the specific amount of the funding item, the amount of the sub-item, and the estimated budget entry;

By reading the configuration file, the human-computer interaction module can display the budget results obtained by the expert system in real time for user reference, and can also generate a Word detailed report of the budget results with one click.

By adopting the above technical scheme, the beneficial effects realized by the present invention are as follows:

For the scientific research projects in the digital aircraft simulation research, the artificial intelligence generation method of the scientific research budget table provided by the present invention uses the knowledge and experience of financial and scientific research experts to reason and obtain a detailed plan of the scientific research budget that is closer to the needs of the actual project, thereby solving the problem of scientific research budget. compilation problem.

It uses artificial intelligence and computer technology to reason and judge based on expert knowledge and experience and actual project requirements, and simulates the decision-making process of human experts, which is more scientific and standardized than traditional methods. The budget expert system has good scalability and maintainability. System maintainers can modify the corresponding knowledge base and method base with the changes of national and local policies, and can continuously adapt to the development of budget preparation requirements and keep pace with the times. The human-computer interaction module in this method can not only display the inferred data results of the budget plan in real time, but also receive the actual project requirements put forward by the user to quickly reason and adjust the budget plan, and the output results are intuitive and clear, which is more humane. At the same time, this method also supports the output of scientific research budget Word reports based on budget plan data and individual user needs, which is convenient and fast, and is closer to actual project needs.

The artificial intelligence automatic generation method of scientific research budget for digital aircraft simulation research provided by the present invention provides a standardized, scientific and rapid scientific research budget allocation plan preparation and budget word report writing for the majority of scientific research personnel for scientific research projects in digital aircraft simulation research The tool is not only easy to use and operate, but also more reasonable, scientific and efficient, which greatly reduces the workload of scientific researchers in preparing project budgets and improves the efficiency of budget preparation.

Description of drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only It is an embodiment of the present invention, and those skilled in the art can also obtain other drawings according to the provided drawings without creative work.

Fig. 1 is the composition and function schematic diagram of the human-computer interaction interface of the digital aircraft simulation research scientific research budget artificial intelligence generation method of the present invention;

Fig. 2 is the generation flow chart of the budget plan of the artificial intelligence generation method of the digital aircraft simulation research scientific research budget of the present invention;

Fig. 3 is a flow chart of one-click generation of the Word report of the development budget of the digital aircraft simulation research scientific research budget artificial intelligence generation method of the present invention.

4 is a composition diagram of the artificial intelligence automatic generation method of the budget table of the digital aircraft simulation research scientific research budget artificial intelligence generation method of the present invention.

Detailed ways

In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the following clearly and completely describes the technical solutions in the embodiments of the present invention.

The invention discloses an artificial intelligence generation method for a scientific research budget table for digital aircraft simulation research, which mainly includes: building a human-computer interaction module, constructing a scientific research budget expert system, connecting the expert system and the human-computer interaction module through configuration files or command communication, and One-click generation of budget Word report four links.

1. Build the human-computer interaction module.

Building the human-computer interaction module mainly includes the following steps:

Create or load project information;

Set initial budget requirements;

Input user budget adjustment feedback requirements;

Real-time monitoring of budget adjustment results, one-click generation of scientific research budget Word reports;

Add, delete or edit Word templates, and personalize the fonts, table borders, alignments, etc. in the templates;

Save each budget result, subsequent users can choose to continue to adjust on the basis of a budget result version in the currently saved results, or choose to readjust based on the budget result obtained by restarting reasoning based on the project information;

Among them, the developer interface is mainly used to create and modify the budget knowledge base in the budget expert system. The user interface is used to create new budget items, set scientific research project information, load existing budget items, modify scientific research project information, and other related operations required by users. The system interface is mainly used to connect the one-key generation budget report Word document program module.

Please refer to Figures 1-2 of the accompanying drawings in the manual. Figure 1 is a schematic diagram of the composition and functions of the human-computer interaction interface, and Figure 2 is a flowchart for generating a budget plan.

The human-computer interaction module disclosed in the present invention includes but is not limited to the C# human-computer interaction interface, and the C# human-computer interaction interface is taken as an example here.

In actual implementation, the interactive interface is a Windows form application program project developed and established under the environment of Microsoft Visual Studio.

First add the TabControl control on the interface. The TabControl tab is divided into three sub-interfaces: budget knowledge base maintenance, Word template library maintenance and budget generation.

In the budget knowledge base maintenance interface, add ComboBox, ListBox, TextBox, Label, Button and other controls, use the ComBox event trigger function to add or modify the Prolog fact predicate, use the TextBox event trigger function to add or modify the parameters contained in the corresponding predicate, so as to describe Budget Template Composition, Budget Style Composition and User Feedback Rules.

Here are some examples:

budgetStyle(1,style2,1,4,6,2,2,3,2,1), budgetStyle is a predicate describing the fact of this budget usage style, (1,style2,1,4,6,2,2 ,3,2,1) are parameters, which describe the serial number of the budget template, the style type, and the serial numbers of the corresponding proportions of the 8 funding items in this style.

limitupdown(1,1,0,0.4), limitupdown is a predicate describing the upper and lower limits of the proportion of each fund item, (1,1,0,0.4) is a parameter, which describes the sequence number of the budget template, the sequence number of the fund item, and the proportion of the fund item in the total The lower limit of the proportion of projects, and the upper limit of the proportion of funded projects in the total projects.

grade(2,1,2,0.1), grade is a predicate describing the adjustable grades of each funding ratio, (2,1,2,0.1) is a parameter, which sequentially describes the budget template serial number, funding item serial number, and grade serial number , the proportion of the cost of the corresponding gear to the total funds.

feedback(++,2), feedback is a predicate describing the feedback requirements of people, (++,2) is a parameter, ++ represents the degree of increase in the ratio (a certain cost is more), 2 means that the ratio has increased by 2 levels, (﹣, 1) means that a certain fee is a little less, and the ratio is reduced by 1.

All predicates can be defined individually by users, and the parameters can be properly set according to the corresponding scientific research funding management methods.

Add ComboBox, CheckBox, Button and other controls to the Word template library maintenance interface, and the interface can respond to user operations through the event trigger functions of the corresponding controls.

For example, the user can open the selected Word document from the interface, add text, table and picture bookmarks to create a new Word template, save and add it to the Word template library under the relative path; the Word template library can be added, deleted and The function of modifying the Word template document; you can input and set the basic document parameters such as the table border, font size, font type, and alignment of the Word budget report to be generated.

Add TextBox, Label, Button, ComboBox, DataGridView and other controls in the budget generation interface. Users can use this interface to generate budget results, generate budget reports, adjust budget allocation and save budget results.

The interface reads the name of the scientific research project input by the user, the project type, the fund management method used by the project, the total amount of funds, the budget style, the number of participants, the working hours, the type of project results, etc. Information, call the INI file writing function in the C# program to store the information into an INI configuration file that the expert system can read. The DataGridView control function can read the INI file output by the expert system, display the details of various expenses in real time, and at the same time obtain the user's demand for certain expense adjustments, the button + indicates that the item is increased, the button - indicates that the item is decreased, and the number of clicks Represents the adjustment degree, which is related to the user feedback rule condition in the expert system. Table 1 is part of the interface for generating budgets for adjusting major budget items in the human-computer interaction interface.

Table 1

The function triggered by the save budget result button in the human-computer interaction interface can save the INI file of the budget result output by the expert system as . The text reading function of the interface can read other feedback adjustment requirements input by the user. Through the interface, the user can select a certain budget result under the budget result saving path, so as to continue to adjust on this basis. Click the generate report button to trigger the generation of budget book Word documents.

2. Build a budget expert system

The reasoning mechanism of the constructed budget expert system is:

Based on the obtained project information, combined with the selected budget style, the set budget requirements and the budget knowledge base, the budget expert system uses various allocation methods of funds items in the method base to deduce a most reasonable fund allocation plan. When the user needs to adjust the plan, the expert system specifically adjusts the proportion and amount of the corresponding fund item according to the actual project demand input by the user, and infers a new fund allocation plan that is closer to the actual project demand;

According to the above method, according to the budget results displayed by the interactive module, the user can put forward the corresponding adjustment requirements through the human-computer interaction module multiple times, and the expert system will perform multiple adjustment feedbacks to deduce the funding allocation plan with the highest user satisfaction, in the form of a configuration file Output; the budget expert system can modify and expand the knowledge base and part of the method library of the expert system through the human-computer interaction module or in the code file;

The above knowledge base and the method base are respectively divided into multiple code files according to budget template types.

The construction of the expert system here takes the prolog language as an example, but is not limited to this language.

In the specific implementation, according to the functions realized by the rules, multiple Prolog compiled and runable pl files are written to form an expert system. The knowledge base and method base are the scientific research financial experts according to the existing national budget management methods, school management regulations and regulations. A collection of knowledge and methods used in preparing budgets for specific research project requirements.

The following table mainly introduces each function file and gives some examples:

Table 2

For example, a certain project, with a total funding of 400,000 yuan, a project duration of 2 years, and a project type of civil population project, uses the management method of major special project of civil population science and technology. The participants are 2 doctors, 4 masters, and the annual working hours are 10 months. The budget expert system outputs INI files for generating Word budget reports. The document is divided into multiple blocks such as project basic information (PROJECT INFORMATION), equipment cost (DEVICE COST), material cost (MATERIAL COST), and labor service cost (SALARY COST) according to the expenditure items stipulated in this fund management method. The sub-items and budgetary information included in the cost are recorded in detail in each block. For example, the equipment cost includes the cost of purchasing or trial-manufacturing special instruments during project implementation, the cost of upgrading existing instruments and equipment, and the lease and use of instruments and equipment from other units. costs incurred.

3. Establish the connection between the expert system and the human-computer interaction module

Configuration files or command communication connections The configuration files in the expert system and the human-computer interaction module include but are not limited to INI files, TXT files, and XML files;

The configuration file or instruction communication connection expert system and the human-computer interaction module include the following steps:

The human-computer interaction module reads the budget plan result obtained by the expert system reasoning through the configuration file;

The expert system reads the project demand instruction input by the user through the configuration file output by the human-computer interaction module to perform re-reasoning;

The command communication connection includes the interaction module sending rule operation instructions to the Prolog expert system, and the Prolog expert system sending data to the interaction module.

Here the explanation is based on the examples in the previous two parts.

Taking the C# human-computer interaction interface as an example, in the process of maintaining the budget knowledge base, the C# program will enter the Prolog fact base. In the process of generating budget reasoning, the C# program will send the generate_Budget rule operation command to the Prolog program or transmit user feedback requirements, such as a higher amount of material cost [cost_Material,++], etc.

In the specific implementation, the corresponding codes are added to the C# program and the Prolog program respectively to establish the connection between Prolog and C#:

The method of configuring files is mainly to write or read the budget plan results inferred by the expert system and to read user adjustment requirements. In C#, use the functions in the StreamReader or StreamWriter class to read or write the configuration file. In Prolog, use open(Path, read, Sr), read(Sr, S1), open(Path, write, Sw), write(Sw, S2) and other statements to complete the reading and writing of the configuration file, wherein Path is the path of the configuration file.

The command communication method is mainly to establish a connection between prolog and C#, and the two parties can exchange commands and data.

For example, use the Prolog interface PlQuery, PlEngine and other classes provided by C# to run the rules in the prolog expert system.

4. One-click generation of development budget Word report

One-click generation of budget Word report includes the following steps:

The user selects the required template in the Word template library through the human-computer interaction module;

The human-computer interaction module invokes the document one-click generation program to write reports and generate databases according to the budget result files output by the expert system;

The document one-click generation program can insert corresponding text, tables, and pictures into the Word template bookmark position selected by the user according to the report generation database, so as to output the corresponding budget Word report; the Word template library is composed of multiple Word report templates that have been processed by adding bookmarks .

Please refer to Figure 3 in the attached drawing of the manual, which is a flow chart of one-key generation of Word report for development budget.

The following takes one-click generation of a C# program as an example for further description.

One-key document generation C# program is mainly composed of writing document generation database program and document processing generation program.

C# writing document generation database program reads the INI budget result file output by the expert system, and writes the document information database dbReport.mdb. The database is composed of Word template including bookmark table, Word template definition table, text bookmark definition table, table bookmark definition table, table cell definition table, picture bookmark definition table and other data tables.

Use the file reading program statement in C# to read the information of each expense item, sub-item and estimated budget in the INI budget result file line by line, and write it into the text bookmark definition table, table bookmark definition table, and table cell definition table . The C# document processing and generation program inserts text, tables and pictures at the corresponding bookmarks of word according to the dbReport.mdb database. The program writes functions for inserting at the corresponding bookmarks for three different types of content: text, tables, and pictures.

Each embodiment in this specification is described in a progressive manner, each embodiment focuses on the difference from other embodiments, and the same and similar parts of each embodiment can be referred to each other. As for the device disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple, and for the related information, please refer to the description of the method part.

The above description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the invention. Therefore, the present invention will not be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.

Claims (9)

1. the artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table, which is characterized in that include mainly：It builds Human-computer interaction module builds scientific and technical research budget expert system, and expert system and man-machine friendship are connected by configuration file or command communication Mutual module and a key generate appropriation budget Word and report four processes.

2. the artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table according to claim 1, special Sign is, described to build human-computer interaction module, includes mainly developer's interface, user interface and system interface；

The human-computer interaction module of building mainly includes the following steps that：

Newly-built or load project information；

Initial budget requirement is set；

Input user's budget adjustment feedback request；

Monitoring budget adjustment in real time is as a result, a key generates research funding budget Word reports；

Word templates are deleted or are edited in addition, and to the font in template, table border, alignment thereof etc. carries out personal settings；

Each budget result is preserved, some budget result version in having preserved result at present may be selected in subsequent user Continue to adjust on the basis of this, also may be selected to restart to be adjusted again in the budget result that reasoning obtains based on the project information It is whole；

The human-computer interaction module of building includes but not limited to C# human-computer interaction interfaces, speech recognition.

3. the artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table according to claim 1, special Sign is that developer's interface is mainly used for creating and changes the budget knowledge base in budget expert system, and the user connects Mouth is arranged scientific research project information, can also load the correlation of the users such as existing budget items information needs for creating budget items Operation, the system interface are mainly used for connecting key generation budget message Word document program module.

4. the artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table according to claim 1, special Sign is that the structure budget expert system includes knowledge base, method base and inference mechanism；

The knowledge base is divided into budget template knowledge base and budget style knowledge base；

The budget template knowledge base, for storing existing a variety of funds management method information, including but not limited to Management Office The applicable item types of method, expense item as defined in management method, the sub-project that expense item includes, budgetary estimate error model It encloses；

The budget style knowledge base calculates the percent information of total amount shared by corresponding expense for storing, including each pre- Calculate the multi-gear adjustable ratio of the corresponding general expenses of template, the general expenses ratio that style includes, the sub-project that general expenses includes Cost ratio；

The method library is divided into method for allocation of expenses library, user feedback method base, general calculation method library and file read/write method Library：

The method for allocation of expenses library, for storing each budget template a variety of budget items distribution method information accordingly；

The user feedback method base, the feedback request for storing user's proposition and corresponding funds method of adjustment, including certain Or multinomial Fee Amount increase or reduce and corresponding adjustment degree；

List number for storing computation rule general in each budget allocation method, including is sought in the general calculation method library According to maximum value, minimum value, table data is summed, data rounding, particular value in delete list；

The rule for writing budget result output file, including but not limited to INI are read in the file read/write method library for storing File；

The inference mechanism is：

Budget expert system is according to the project information of acquisition, in conjunction with selected budget style, the budget requirement of setting and budget Knowledge base infers a kind of most rational fee allocation plan using a variety of appropriation title distribution methods in method base, when with When family needs Adjusted Option, expert system is for project actual demand input by user to the ratio and the amount of money of corresponding appropriation title It is specially adjusted, infers the new fee allocation plan closer to actual items demand；

In a manner described, the budget result that user shows according to interactive module, can multipass human-computer interaction module propose it is corresponding Adjustment demand, expert system infer fee allocation plan with the greatest satisfiction by user, to match to carry out repeatedly adjusting feedback Set document form output；

The budget expert system can be by human-computer interaction module or in code file to the knowledge base of expert system and portion Method base is divided to modify and expand；

Knowledge base and the method described above library is divided into multiple code files according to budget template type respectively.

5. the artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table according to claim 1, special Sign is, the configuration file or command communication connect expert system and with the configuration file in human-computer interaction module include but unlimited In ini file, TXT files, XML file；

The configuration file or command communication connection expert system include the following steps with human-computer interaction module：

The human-computer interaction module reads the budget program result that expert system reasoning obtains by configuration file；

The expert system reads project demands instruction input by user by the configuration file that human-computer interaction module exports and carries out Reasoning again；

Command communication connection includes that interactive module sends regular operating instruction to expert system, and expert system is sent to interactive module Data.

6. the artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table according to claim 1, special Sign is that a key generates appropriation budget Word reports link and includes the following steps：

User selects the template of needs by the human-computer interaction module in Word template libraries；

The human-computer interaction module calls one key of document to generate program and writes report according to the budget result file that expert system exports It accuses and generates database；

One key of document, which generates program, to be inserted into phase according to the Word template bookmark locations that report generation database is chosen in user Answer text, table, picture, to export corresponding appropriation budget Word reports；Wherein Word template libraries are passed through by more parts adds book The Word report templates composition of label processing.

7. the artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table according to claim 3, special Sign is that the scientific research project information includes but not limited to mainly scientific research project title, item types, the funds which uses Management method, funds total amount, budget style, ginseng grind personnel's number, operating time, project achievement type.

8. the artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table according to claim 4, special Sign is, user can be by the file user-defined addition of human-computer interaction module or expert system or modification predicate, and parameter describes thing In fact to change the knowledge base and method base that expand in the expert system.

9. the artificial intelligence generation method of digital aircraft simulation study scientific and technical research budget table according to claim 5, special Sign is that the configuration file of the expert system output is to have write to require according to user, and expert system infers detailed pre- Calculate the computer documents of scenario outcomes；

For the configuration file in addition to project information block, the appropriation title for being included also according to budget template has divided multiple blocks, The specific amount of money of the appropriation title, the sub-project amount of money, budgetary estimate entry is described in detail in each block；

By reading the configuration file, human-computer interaction module can be by the budget result real-time display that expert system obtains, for user With reference to, at the same also can a key generate the Word detailed reports of this budget result.