CN106844934B - Smart city planning and designing expert system and smart city planning and designing method - Google Patents
Smart city planning and designing expert system and smart city planning and designing method Download PDFInfo
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Abstract
The invention discloses a kind of smart city planning and designing expert system and smart city planning and designing methods, are related to smart city planning and designing field.The smart city planning and designing expert system includes human-computer interaction interface, knowledge acquisition module, knowledge base, interpreter, inference machine, integrated database.The present invention can effectively improve the efficiency of smart city planning and designing, prevent from omitting important design item, make smart city planning and designing more standard criterion, keep the consistency of programme.
Description
Technical field
The present invention relates to smart city planning and designing fields, are specifically related to a kind of smart city planning and designing expert system
And smart city planning and designing method.
Background technique
Smart city planning and designing will provide design, technology, product, investment, operation according to the developing goal of smart city
Etc. relevant smart city solution, the smart city construction within the following regular period is instructed.
Smart city planning and designing are different from general urban planning.So-called urban planning refers to the geography according to city
The objective condition such as environment, humane condition, Economic Development Status, formulate the plan of city overall development, to coordinate city each side
Face development, and comprehensive deployment and overall arrangement further are carried out to the space layout, land use, infrastructure construction etc. in city
One have strategic and comprehensive work.
Smart city is an Innovative City, it is by using a series of technology hands including Information and Communication Technology
Section, Lai Gaishan resident living promote city management and efficiency of service, improve competitiveness, while also to meet currently and after descendants
Economy, society and the environment sustainable development demand in generation.
Smart city planning and designing are other than the developing goal in city to be deferred to, it is also contemplated that the characteristics of city and uniqueness
Property and Information and Communication Technology enabling capabilities, and the technology that may use of future and urban development are carried out perspective pre-
It surveys.
Based on the trend to city open (i.e. urban development forever endless) and technology development, urban planning needs
" continual planning " and " developing at a progressive speed ", that is, be conceived to short-term development and construction, is then constantly corrected benefit to long-range objectives
It fills and adjusts, realize a kind of dynamic balance.In this sense, smart city planning is a Men Yishu, is not also one
Science, professional knowledge is wide due to being related to, and needs to use the knowledge of the domain expert of relevant speciality.Different people is for wisdom city
The understanding in city and the Grasping level of the relevant technologies are different, cause smart city planning level irregular, programme thousand is poor
Ten thousand are not.
Summary of the invention
The purpose of the invention is to overcome the shortcomings of above-mentioned background technique, a kind of smart city planning and designing expert is provided
System and smart city planning and designing method, can effectively improve the efficiency of smart city planning and designing, prevent from omitting important
Item is designed, makes smart city planning and designing more standard criterion, keeps the consistency of programme.
The present invention provides a kind of smart city planning and designing expert system, which includes human-computer interaction interface, knows
Know and obtains module, knowledge base, interpreter, inference machine, integrated database, it will be the problem of the planning and designing general character of smart city and general character
Solution as knowledge, input human-computer interaction interface；Knowledge acquisition module obtains the knowledge of input human-computer interaction interface, presses
According to classification, it is decomposed into professional knowledge, professional knowledge is indicated with series of rules, and every rule all uses the expression of " B if A "
Mode, " if " followed by be condition A, " then " followed by be conclusion B；Using machine language, in such a way that machine understands
" IF A THEN B ", is added into knowledge base for rule；When knowledge base carries out rule match, the strictly all rules in knowledge base are scanned,
In the rule of " IF A THEN B ", if matching condition A, corresponding rule is picked out, interpreter is sent to；Interpreter
The rule received is translated into the understandable expression-form of the mankind, is sent to human-computer interaction interface, is audited for domain expert；
Inference machine carries out logical operation, i.e. condition A in the rule of " IF A THEN B " and knot to the rule in knowledge base
It is compound to pass through logical operation AND, OR, NOT progress by B, this process is reasoning；Inference machine adds the conclusion B that reasoning generates
It is added in integrated database, obtains a smart city planning and design scheme module, repeat this step, obtained from a plurality of rule
Multiple smart city planning and design scheme modules；All as expert solves the problems, such as, integrated database will for each reasoning of inference machine
Corresponding smart city planning and design scheme module is picked out, and is sent to human-computer interaction interface, human-computer interaction interface with text,
The form presentation smart city planning and design scheme module of figure, table；
By the select smart city planning and design scheme module of integrated database according to its content, it is placed on corresponding chapter
The text of section, figure, epitope are set, and the content of the chapters and sections includes the overall framework of smart city, key project, investment, runs, builds
If step, security mechanism；It repeats the above steps, generates smart city Master Plan, smart city emphasis ad hoc planning side
Case, smart city embodiment；Or
After artificial judgment, using successful smart city programme as knowledge, it is input to smart city planning and sets
It counts in expert system, repeats the above steps, learn for smart city planning and designing expert system.
Based on the above technical solution, the knowledge of the input human-computer interaction interface includes: strategy for urban development, state
People's economy and society development plan, informatization evaluation result；And artificial judgment is successful smart city programme.
Based on the above technical solution, it is described input human-computer interaction interface knowledge segmented from content, comprising with
Lower classification: urban economy, society, environment, humanity, policy, technology, investment, operation.
Based on the above technical solution, the chapters and sections content of each smart city planning and design scheme includes wisdom city
The overall framework in city, key project, investment, operation, implement sequence, security mechanism.
Based on the above technical solution, the content of the smart city planning and designing expert system study includes: to increase
Add Knowledge Representation Schemes and be converted into rule, expand knowledge library, improves the logical combination of inference machine, adds in integrated database
Smart city planning and design scheme module.
The present invention also provides a kind of smart city planning and designing sides based on above-mentioned smart city planning and designing expert system
Method, comprising the following steps:
S1, using the problem of the planning and designing general character of smart city and the solution of general character is as knowledge, input human-computer interaction
Interface；
The knowledge that S2, knowledge acquisition module obtain input human-computer interaction interface is decomposed into professional knowledge, specially according to classification
Industry knowledge indicates that every rule all uses the expression way of " B if A " with series of rules, " if " followed by be item
Part A, " then " followed by be conclusion B；Rule is added in such a way that machine understands " IF ATHEN B " using machine language
Enter knowledge base；
When S3, knowledge base carry out rule match, the strictly all rules in knowledge base are scanned, in the rule of " IF A THEN B "
In, if matching condition A, corresponding rule is picked out, interpreter is sent to；Interpreter is adult by the rule translation received
The understandable expression-form of class, is sent to human-computer interaction interface, audits for domain expert；
S4, inference machine carry out logical operation, i.e. condition A in the rule of " IF A THEN B " to the rule in knowledge base
With conclusion B pass through logical operation AND, OR, NOT carry out it is compound, this process be reasoning；The conclusion that inference machine generates reasoning
B is added in integrated database, obtains a smart city planning and design scheme module, repeats this step, from a plurality of rule
Obtain multiple smart city planning and design scheme modules；
All as expert solves the problems, such as, integrated database plans corresponding smart city for each reasoning of S5, inference machine
Design scheme module is picked out, and human-computer interaction interface is sent to, and intelligence is presented in human-computer interaction interface in the form of text, figure, table
Intelligent city planning design scheme module；
S6a, different smart city planning and design schemes have different document templates, smart city planning and design scheme point
For three classes: smart city Master Plan, smart city emphasis ad hoc planning scheme, smart city embodiment will integrate
The select smart city planning and design scheme module of database is placed on the text, figure, table of corresponding chapters and sections according to its content
Position, the content of the chapters and sections include the overall framework of smart city, key project, investment, operation, implement sequence, guarantee machine
System；It repeats the above steps, generates smart city Master Plan, smart city emphasis ad hoc planning scheme, smart city reality
Apply scheme；
S6b, after artificial judgment, using successful smart city programme as knowledge, be input to smart city rule
It delineates in meter expert system, repeats the above steps, learn for smart city planning and designing expert system；
Step S6a and step S6b is carried out simultaneously.
Based on the above technical solution, in step S1, the knowledge for inputting human-computer interaction interface includes urban development war
Summary, the national economic and social development planning, informatization evaluation result；In step S6b, the knowledge for inputting human-computer interaction interface includes
Artificial judgment is successful smart city programme.
Based on the above technical solution, it is described input human-computer interaction interface knowledge segmented from content, comprising with
Lower classification: urban economy, society, environment, humanity, policy, technology, investment, operation.
Based on the above technical solution, in step S4, the chapters and sections content of each smart city planning and design scheme
Overall framework, key project including smart city, investment, operation, implement sequence, security mechanism.
Based on the above technical solution, in step S6b, the smart city planning and designing expert system learns interior
Appearance includes: to increase Knowledge Representation Schemes and be converted into rule, and expand knowledge library, improves the logical combination of inference machine, addition synthesis
Smart city planning and design scheme module in database.
Compared with prior art, advantages of the present invention is as follows:
(1) present invention uses computer program, will be the problem of the planning and designing general character of smart city and the solution of general character
Integrated database is imported, smart city planning and designing expert system is developed into, smart city is drafted according to smart city target
Solution can effectively improve the efficiency of smart city planning and designing, prevent from omitting important design item, make smart city
Planning and designing more standard criterion, keeps the consistency of programme.
(2) present invention makes full use of domain-specialist knowledge, and the development strategy in city, national economy and social development are advised
It draws, the knowledge such as urban informationization assessment result, is input in smart city planning and designing expert system, it will successful intelligence each time
Intelligent urban planning is converted into rule, is added to expert knowledge library, under the action of rule, passes through smart city planning and designing expert
The reasoning of system generates the planning and design scheme module of smart city；After artificial judgment, successful smart city is planned
Scheme is converted into rule, and expand knowledge library, improves the inferential capability of smart city planning and designing expert system, is further improved intelligence
Intelligent city planning design expert system, is allowed to that ability is more and more stronger, and the programme of generation is more and more accurate；By successful wisdom
Urban planning scheme is stored in integrated database, convenient for reusing.
Detailed description of the invention
Fig. 1 is the structural block diagram of planning and designing expert system in smart city in the embodiment of the present invention.
Fig. 2 is the flow chart of smart city planning and designing method in the embodiment of the present invention.
Specific embodiment
With reference to the accompanying drawing and specific embodiment the present invention is described in further detail.
In fact, the solution of the problem of smart city planning and designing general character and general character is more, in order to improve wisdom city
The efficiency of city's planning and designing, can be by the problem of general character and the solution of general character is converted into computer disposal, i.e., by wisdom city
The expertise and experience of city's planning field are developed into smart city planning and designing expert system, to assist carrying out smart city
Planning.
Shown in Figure 1, the embodiment of the present invention provides a kind of smart city planning and designing expert system, the expert system packet
Include human-computer interaction interface, knowledge acquisition module, knowledge base, interpreter, inference machine, integrated database.
Shown in Figure 2, the embodiment of the present invention also provides a kind of based on above-mentioned smart city planning and designing expert system
Smart city planning and designing method, comprising the following steps:
S1, using the problem of the planning and designing general character of smart city and the solution of general character is as knowledge, input human-computer interaction
Interface, the knowledge for inputting human-computer interaction interface includes strategy for urban development, the national economic and social development planning, informatization evaluation
As a result etc., the knowledge for inputting human-computer interaction interface is segmented from content, includes following classification: urban economy, society, environment, people
Text, policy, technology, investment, operation etc.；
S2, knowledge acquisition module obtain the knowledge of input human-computer interaction interface, according to urban economy, society, environment, people
The classifications such as text, policy, technology, investment, operation are decomposed into professional knowledge, and professional knowledge is indicated with series of rules, every rule
All use the expression way of " B if A ", " if " followed by be condition A, " then " followed by be conclusion B；Using machine
Rule is added into knowledge base in such a way that machine understands " IF A THEN B " by language；
When S3, knowledge base carry out rule match, the strictly all rules in knowledge base are scanned, in the rule of " IF A THEN B "
In, if matching condition A, corresponding rule is picked out, interpreter is sent to；Interpreter is adult by the rule translation received
The understandable expression-form of class, is sent to human-computer interaction interface, audits for domain expert；
S4, inference machine carry out logical operation, i.e. condition A in the rule of " IF A THEN B " to the rule in knowledge base
Can be compound by logical operation AND, OR, NOT progress with conclusion B, this process is reasoning；The knot that inference machine generates reasoning
It is added in integrated database by B, obtains a smart city planning and design scheme module, this step is repeated, from a plurality of rule
In obtain multiple smart city planning and design scheme modules, the chapters and sections content of each smart city planning and design scheme includes intelligence
The overall framework in intelligent city, key project, investment, operation, implement sequence, security mechanism；
All as expert solves the problems, such as, integrated database plans corresponding smart city for each reasoning of S5, inference machine
Design scheme module is picked out, and human-computer interaction interface is sent to, and intelligence is presented in human-computer interaction interface in the form of text, figure, table
Intelligent city planning design scheme module；
S6a, different smart city planning and design schemes have different document templates, smart city planning and design scheme point
For three classes: smart city Master Plan, smart city emphasis ad hoc planning scheme, smart city embodiment will integrate
The select smart city planning and design scheme module of database according to its content (such as overall framework, key project, investment,
Operation, implement sequence, security mechanism etc.), the text, figure, epitope for being placed on corresponding chapters and sections are set；It repeats the above steps, produces
Smart city Master Plan, smart city emphasis ad hoc planning scheme, smart city embodiment.
S6b, after artificial judgment, using successful smart city programme as knowledge, be input to smart city rule
It delineates in meter expert system, repeats the above steps, learn for smart city planning and designing expert system, the content of study includes:
Increase Knowledge Representation Schemes and be converted into rule, expand knowledge library, improves the logical combination of inference machine, adds in integrated database
Smart city planning and design scheme module.
Step S6a and step S6b can be carried out simultaneously.
Those skilled in the art can carry out various modifications to the embodiment of the present invention and modification, if these modifications and change
For type within the scope of the claims in the present invention and its equivalent technologies, then these modifications and variations are also in protection scope of the present invention
Within.
The prior art that the content being not described in detail in specification is known to the skilled person.
Claims (8)
1. a kind of smart city planning and designing expert system, it is characterised in that: the expert system includes human-computer interaction interface, knowledge
Module, knowledge base, interpreter, inference machine, integrated database are obtained, it will be the problem of the planning and designing general character of smart city and general character
Solution inputs human-computer interaction interface as knowledge；Knowledge acquisition module obtains the knowledge of input human-computer interaction interface, according to
Classification is decomposed into professional knowledge, and professional knowledge is indicated with series of rules, and every rule all uses the expression side of " B if A "
Formula, " if " followed by be condition A, " then " followed by be conclusion B；Using machine language, " the IF in such a way that machine understands
A THEN B ", is added into knowledge base for rule；When knowledge base carries out rule match, the strictly all rules in knowledge base are scanned,
In the rule of " IF A THEN B ", if matching condition A, corresponding rule is picked out, interpreter is sent to；Interpreter will
The rule received translates into the understandable expression-form of the mankind, is sent to human-computer interaction interface, audits for domain expert；
Inference machine carries out logical operation, i.e. condition A in the rule of " IF A THEN B " and conclusion B to the rule in knowledge base
Compound by logical operation AND, OR, NOT progress, this process is reasoning；The conclusion B that reasoning generates is added to by inference machine
In integrated database, a smart city planning and design scheme module is obtained, repeats this step, is obtained from a plurality of rule multiple
Smart city planning and design scheme module；All as expert solves the problems, such as, integrated database will be corresponded to for each reasoning of inference machine
Smart city planning and design scheme module pick out, be sent to human-computer interaction interface, human-computer interaction interface with text, figure,
Smart city planning and design scheme module is presented in the form of table；
By the select smart city planning and design scheme module of integrated database according to its content, it is placed on corresponding chapters and sections
Text, figure, epitope are set, and the content of the chapters and sections includes the overall framework of smart city, key project, investment, operation, construction step
Suddenly, security mechanism；It repeats the above steps, generates smart city Master Plan, smart city emphasis ad hoc planning scheme, intelligence
Intelligent city embodiment；Or
After artificial judgment, using successful smart city programme as knowledge, it is special to be input to smart city planning and designing
It in family's system, repeats the above steps, learns for smart city planning and designing expert system.
2. planning and designing expert system in smart city as described in claim 1, it is characterised in that: input human-computer interaction circle
The knowledge in face includes: strategy for urban development, the national economic and social development planning, informatization evaluation result；And artificial judgment
For successful smart city programme.
3. planning and designing expert system in smart city as described in claim 1, it is characterised in that: input human-computer interaction circle
The knowledge in face is segmented from content, includes following classification: urban economy, society, environment, humanity, policy, technology, investment, fortune
Battalion.
4. planning and designing expert system in smart city as described in claim 1, it is characterised in that: the smart city planning is set
The content of meter expert system study includes: to increase Knowledge Representation Schemes and be converted into rule, and expand knowledge library, improves inference machine
Logical combination adds the smart city planning and design scheme module in integrated database.
5. a kind of smart city planning and designing method based on planning and designing expert system in smart city described in claim 1,
It is characterized in that, comprising the following steps:
S1, using the problem of the planning and designing general character of smart city and the solution of general character is as knowledge, input human-computer interaction interface；
The knowledge that S2, knowledge acquisition module obtain input human-computer interaction interface is decomposed into professional knowledge according to classification, and profession is known
Knowledge indicated with series of rules, every rule all uses the expression way of " B if A ", " if " followed by be condition A,
" then " followed by be conclusion B；Rule is added into and is known in such a way that machine understands " IF A THEN B " using machine language
Know library；
When S3, knowledge base carry out rule match, the strictly all rules in knowledge base are scanned, in the rule of " IF A THEN B ", if
Condition A is matched, then picks out corresponding rule, is sent to interpreter；It is easy that the rule received is translated into the mankind by interpreter
In the expression-form of understanding, it is sent to human-computer interaction interface, is audited for domain expert；
S4, inference machine carry out logical operation, i.e. condition A in the rule of " IF A THEN B " and knot to the rule in knowledge base
It is compound to pass through logical operation AND, OR, NOT progress by B, this process is reasoning；Inference machine adds the conclusion B that reasoning generates
It is added in integrated database, obtains a smart city planning and design scheme module, repeat this step, obtained from a plurality of rule
Multiple smart city planning and design scheme modules；
Each reasoning of S5, inference machine are all as expert solves the problems, such as, integrated database is by corresponding smart city planning and designing
Scheme module is picked out, and human-computer interaction interface is sent to, and wisdom city is presented in human-computer interaction interface in the form of text, figure, table
City's planning and design scheme module；
S6a, different smart city planning and design schemes have different document templates, and smart city planning and design scheme is divided into three
Class: smart city Master Plan, smart city emphasis ad hoc planning scheme, smart city embodiment, by integrated data
The select smart city planning and design scheme module in library is placed on the text, figure, epitope of corresponding chapters and sections according to its content
It sets, the content of the chapters and sections includes the overall framework of smart city, key project, investment, operation, implement sequence, security mechanism；
It repeats the above steps, generates smart city Master Plan, smart city emphasis ad hoc planning scheme, smart city embodiment party
Case；
S6b, after artificial judgment, using successful smart city programme as knowledge, be input to smart city planning and set
It counts in expert system, repeats the above steps, learn for smart city planning and designing expert system；
Step S6a and step S6b is carried out simultaneously.
6. smart city planning and designing method as claimed in claim 5, it is characterised in that: in step S1, input human-computer interaction
The knowledge at interface includes strategy for urban development, the national economic and social development planning, informatization evaluation result；It is defeated in step S6b
It is successful smart city programme that the knowledge for entering human-computer interaction interface, which includes artificial judgment,.
7. smart city planning and designing method as claimed in claim 6, it is characterised in that: the input human-computer interaction interface
Knowledge is segmented from content, includes following classification: urban economy, society, environment, humanity, policy, technology, investment, operation.
8. smart city planning and designing method as claimed in claim 5, it is characterised in that: in step S6b, the smart city
The content of planning and designing expert system study includes: to increase Knowledge Representation Schemes and be converted into rule, and expand knowledge library, and raising pushes away
The logical combination of reason machine adds the smart city planning and design scheme module in integrated database.
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| CN111523777A (en) * | 2020-04-09 | 2020-08-11 | 辽宁百思特达半导体科技有限公司 | Novel smart city system and application method thereof |
| CN112348317B (en) * | 2020-10-15 | 2023-06-20 | 中国城市规划设计研究院 | Method and system for generating project planning conditions of smart city |
| CN112419126A (en) * | 2020-12-07 | 2021-02-26 | 安徽四创电子股份有限公司 | Urban public safety video monitoring and evaluating system based on expert system |
| CN113850350B (en) * | 2021-11-30 | 2022-04-22 | 中哲国际工程设计有限公司 | Urban building land intelligent planning system and method |
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| CN103116825A (en) * | 2013-01-29 | 2013-05-22 | 江苏省邮电规划设计院有限责任公司 | Intelligent city management system |
| CN105096229A (en) * | 2015-08-17 | 2015-11-25 | 西安工业大学 | Design method of smart urban information security guarantee system |
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| US8750618B2 (en) * | 2012-01-31 | 2014-06-10 | Taif University | Method for coding images with shape and detail information |
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| CN103116825A (en) * | 2013-01-29 | 2013-05-22 | 江苏省邮电规划设计院有限责任公司 | Intelligent city management system |
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