CN113177773A - Intelligent data processing system for indoor design - Google Patents

Intelligent data processing system for indoor design Download PDF

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CN113177773A
CN113177773A CN202110470865.4A CN202110470865A CN113177773A CN 113177773 A CN113177773 A CN 113177773A CN 202110470865 A CN202110470865 A CN 202110470865A CN 113177773 A CN113177773 A CN 113177773A
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焦冰
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Abstract

The invention discloses an intelligent data processing system for indoor design, which comprises a customer order subsystem, an order dispatching subsystem, a design subsystem, a settlement subsystem and an evaluation subsystem, wherein the customer order subsystem is connected with the order dispatching subsystem; the customer order subsystem inputs customer information and customer design requirement information, the customer information and the customer design requirement information are sent to the order allocation subsystem to carry out design project classification and project task generation, then the design subsystem analyzes and processes the project task to generate a design scheme, the design scheme is sent to the customer order subsystem for customer confirmation, and the customer settles design service cost through the settlement subsystem or evaluates design service through the evaluation subsystem. The system of the invention can intelligently process and quickly generate an indoor design scheme according to the complex and diversified characteristics of the room, and is a complex continuous decision making process which can be adjusted, continuously revised, continuously improved and perfected for a long time according to the subjective consciousness and various objective conditions of the client.

Description

Intelligent data processing system for indoor design
Technical Field
The invention relates to the technical field of indoor design, in particular to an intelligent data processing system for indoor design.
Background
The existing intelligent data processing system for indoor design has no comprehensive data information management in the aspects of requirement analysis, customer follow-up, design progress feedback, customer service experience feeling and the like of customers in the using process. And the complex and diversified characteristics of the room determine that the indoor design is a complex continuous decision making process which is adjusted, revised, improved and perfected for a long time according to the subjective consciousness and various objective conditions of the client. Due to the fact that the professional knowledge is wide, a large amount of knowledge in related professional fields is needed, design-oriented factors of different indoor design schemes and knowledge mastering degrees of related designers are different, the final design level is different, the design schemes are different, customers often cannot completely understand the design schemes, effective suggestions and further requirements cannot be provided, the implementation efficiency of indoor design is low, important design items are probably omitted, and finally the decoration result is poor in consistency with customer requirements or design ideas.
Disclosure of Invention
The invention aims to provide an intelligent data processing system for indoor design, which solves the problems in the prior art.
In order to achieve the purpose, the invention adopts the technical scheme that: an intelligent data processing system for indoor design is provided, which comprises a customer order subsystem, an order dispatching subsystem, a design subsystem, a settlement subsystem and an evaluation subsystem;
the design subsystem analyzes and processes project tasks to generate a design scheme, and sends the design scheme to the customer order subsystem for customer confirmation, so that a customer can settle design service cost through the settlement subsystem, or evaluate design service through the evaluation subsystem.
Preferably, in the present embodiment, after the customer order subsystem registers information of a customer and information of customer indoor design requirements, the customer order subsystem assigns a corresponding ID and registers the ID in the order assigning subsystem and the settlement subsystem.
Preferably, in the technical scheme, the order dispatching subsystem comprises a residential building indoor design module, a public building indoor design module, an industrial building indoor design module and an agricultural building indoor design module; the indoor design module of the residential building, the indoor design module of the public building, the indoor design module of the industrial building and the indoor design module of the agricultural building are classified according to appointed rules according to the indoor plane graph, the house type graph and the individual requirements of customers when being classified.
Preferably, in the technical solution, the design subsystem is configured to receive the project task assigned by the order assignment subsystem, process, analyze, and design the project task to obtain a design solution, and output the design solution.
Preferably, in the present technical solution, the design system at least includes an element module, a storage module and a decision module;
the element module is used for analyzing the indoor design requirement information of the client, extracting the elements required by the client and sending the extracted design elements to the decision module;
the storage module is used for storing data information, standard design scheme models and design schemes of the system.
Preferably, in the present technical solution, the element module at least includes a space element unit, a light and shadow element unit, a color element unit, a decoration requirement unit and a display element unit;
the space element unit, the light and shadow element unit, the color element unit, the decoration requirement unit and the display element unit extract elements from the registered customer requirement information according to keywords when extracting the elements.
Preferably, in the present technical solution, the decision module is configured to generate a design solution, store the design solution in the storage module, and output the design solution to the customer order subsystem for customer confirmation, evaluation, and settlement.
Preferably, in the present technical solution, the decision module includes an element analysis unit, a personality analysis unit, a standard scheme unit, a synthesis unit, and a design scheme unit; the element analysis unit analyzes the design elements extracted and classified by the element module, generates a design element preliminary scheme and sends the design element preliminary scheme to the synthesis unit; the personality analysis unit generates a personality design preliminary scheme according to the personality demand information of the client and sends the personality design preliminary scheme to the synthesis unit; and after receiving the preliminary design element scheme and the preliminary personalized design scheme, the synthesis unit loads the design element scheme and the preliminary personalized design scheme by acquiring the standard scheme from the storage module through the standard scheme unit to generate a design scheme and outputs the design scheme to the design scheme unit.
Preferably, in the technical solution, the settlement subsystem is configured to, after the service is designed, the customer needs to settle the service payment into a settlement account of the user according to a agreement or directly pay a bank account of the merchant.
Preferably, in the technical solution, the evaluation subsystem is configured to help a customer evaluate the service quality and the design scheme of a service staff after the service is transacted.
Compared with the prior art, the invention has the following beneficial effects:
the system of the invention can intelligently process and quickly generate an indoor design scheme according to the complex and diversified characteristics of the room, and is a complex continuous decision making process which can be adjusted, continuously revised, continuously improved and perfected for a long time according to the subjective consciousness and various objective conditions of the client.
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FIG. 1 is an architectural diagram of the system of the present invention;
FIG. 2 is an architecture diagram of an order dispatch subsystem of the present invention;
FIG. 3 is an architectural diagram of a design subsystem of the present invention;
FIG. 4 is an architecture diagram of a component module of the present invention;
FIG. 5 is an architecture diagram of a decision module of the present invention;
FIG. 6 is a flow chart of a system intelligent data processing method of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1-5, an intelligent data processing system for interior design includes a customer order subsystem 10, an order dispatch subsystem 20, a design subsystem 30, a settlement subsystem 40, and an evaluation subsystem 50. The customer inputs the customer information and the customer design requirement information in the customer order subsystem 10, the customer information and the customer design requirement information are sent to the order dispatching subsystem 20 for carrying out design project classification and generating project tasks, and then the design project tasks are sent to the design subsystem 30, the design subsystem 30 analyzes and processes the project tasks to generate design schemes, and the design schemes are sent to the customer order subsystem 10 for customer confirmation, so that the customer can settle the design service cost through the settlement subsystem 40, or evaluate the design service through the evaluation subsystem 50.
Further, in the present embodiment, the customer order subsystem 10 is configured to register information of the customer and information of the customer indoor design requirement, assign and register corresponding IDs (the IDs have uniqueness) to the order assigning subsystem 20 and the settlement subsystem 40. The registered customer information at least comprises a customer name (the name is a name when the customer is a person, and the name is a business name when the customer is a business), a contact person, a contact telephone and a contact address. The registered customer indoor design requirement information at least comprises an indoor plane graph, a house type graph, a cell or an address where the customer is located, style preference and personalized requirement information; the personalized demand information comprises budget amount, household brand requirements, functions, colors and other requirement information.
Further, in the present embodiment, the order assigning subsystem 20 is configured to classify design items according to the registered customer indoor design requirement information and the building use function types, and then send the classified design items to the design subsystem 30. Preferably, as shown in fig. 2, the order dispatch subsystem 20 includes a residential building interior design module 21, a public building interior design module 22, an industrial building interior design module 23, and an agricultural building interior design module 24. When each module is classified, the modules are classified according to the following rules according to the indoor plan, the house type diagram and the individual requirements of the client. When mainly relating to the indoor design of houses, apartments and dormitories, specifically including the design of front rooms, living rooms, dining rooms, study rooms, working rooms, bedrooms, kitchens and bathrooms, it is judged that the project task belongs to the indoor design module 21 of the residential building. When mainly relating to indoor design of cultural and educational buildings, indoor design of medical buildings, indoor design of office buildings, indoor design of commercial buildings, indoor design of exhibition buildings, indoor design of entertainment buildings, indoor design of sports buildings and indoor design of traffic buildings, project tasks belonging to the public building indoor design module 22 are judged. When the indoor design of workshops, living rooms and auxiliary rooms of various plants is mainly involved, the project task belonging to the industrial building indoor design module 23 is judged. When the method mainly relates to various rooms for agricultural production, such as indoor timing of planting greenhouses and feeding rooms, the method is judged to belong to the project task of the indoor design module 24 of the agricultural building. After classification, the project tasks are sent to the design subsystem by respective modules.
Further, in the present embodiment, the design subsystem 30 is configured to receive the project task dispatched by the order dispatching subsystem 20, process, analyze, and design the project task to obtain a design solution, and output the design solution. Preferably, as shown in fig. 3, the design system 30 includes at least an element module 31, a storage module 32, and a decision module 33.
Further preferably, the element module 31 is configured to analyze the customer indoor design requirement information, extract a customer requirement element, and send the extracted design element to the decision module 33. Further preferably, as shown in fig. 4, the element module 31 includes at least a space element unit 310, a light and shadow element unit 311, a color element unit 312, a decoration requirement unit 313, and a display element unit 314. Each unit may extract elements from the registered customer demand information based on the keyword when extracting the elements, and for example, the spatial element unit 310 may extract the elements by recognizing the elements based on the words such as "space" and "clear". The light and shadow element unit 311 can be extracted by recognizing the words such as "natural light", "sunlight", and "soft scattered light". The color element unit 312 can be directly extracted according to the color requirement information. The decoration element unit 313 can be extracted according to the indispensable building components in the whole indoor space, such as pillars, wall surfaces, etc. The display element unit 314 may be extracted according to names of living necessities such as indoor furniture, carpets, curtains, and the like.
Further preferably, the storage module 32 is configured to store data information of the system, the standard design solution model and the design solution. The storage module 32 may be optionally implemented with a server suitable for indoor design.
Further preferably, the decision module 33 is used for generating the design solution, storing the design solution in the storage module 32, and outputting the design solution to the customer order subsystem 10 for customer confirmation, evaluation and settlement. In this embodiment, the decision module 33 includes an element analysis unit 331, a personality analysis unit 332, a standard solution unit 333, a synthesis unit 334, and a design solution unit 335. The element analysis unit 331 analyzes the design elements extracted and classified by the element module 31, generates a design element preliminary scheme, and sends the scheme to the synthesis unit 334; the personality analysis unit 332 generates a personality design preliminary scheme according to the personality demand information (personality elements) of the customer and sends the personality design preliminary scheme to the synthesis unit 334; after receiving the preliminary design element schemes and the preliminary personalized design schemes, the synthesizing unit 334 obtains the standard schemes from the storage module 32 through the standard scheme unit 333 and loads the standard schemes, generates design schemes, and outputs the design schemes to the design scheme unit. The more specific data processing process can be realized according to the following method, specifically:
the design function that is sent to the customer is defined as:
Figure BDA0003045474690000061
at the same time order
Figure BDA0003045474690000062
Wherein
x represents design element information, t represents individual element information, w (x) represents a standard scheme, and u (t) represents the weight of customer individual requirement information.
At the time of output, the design solution conformity degree delta is measured by adopting a relative error percentage delta:
δ=|y(x)-w(x)|/|w(x)|×100%
and when the conformity delta is larger than or equal to 90%, allowing output, otherwise, not allowing output, returning to the order allocation subsystem 20 again, and performing classification processing and extraction on the customer demand information again until the conformity delta is larger than or equal to 90% and outputting.
Further, in this embodiment, the settlement subsystem 40 is configured to, after the service is designed, the customer needs to settle the service money into the user's settlement account or directly pay the payment to the merchant's bank account according to the agreement.
Further, in the present embodiment, the evaluation subsystem 50 is used to help the customer evaluate the service quality and design scheme of the service staff after the business transaction.
The invention relates to a processing method of an intelligent data processing system for indoor design, which comprises the following steps:
s010, a user inputs customer information and demand information through a customer order subsystem, generates project information for the demand information, assigns a unique ID to the project, and registers the unique ID in an order allocation subsystem and a settlement subsystem;
s020, generating a design project task by the order assignment subsystem according to the project information and based on the order assignment criterion and the ID, and sending the design project task to the design subsystem;
s030, analyzing project tasks by a design subsystem, processing design, generating design scheme output, and feeding back the design scheme output to a customer order subsystem;
and S040, the user completes settlement of the design project through the settlement subsystem, and the design project can be evaluated through the evaluation subsystem after settlement.
In conclusion, the system of the invention can intelligently process and quickly generate an indoor design scheme according to the complex and diversified characteristics of the room, and is a complex continuous decision making process which can be adjusted, continuously revised, continuously improved and perfected for a long time according to the subjective consciousness and various objective conditions of the client.
The component structures, connection relationships, operation principles, and the like, which are not described in the present embodiment, are realized by using the prior art, and a description thereof will not be repeated.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (10)

1. An intelligent data processing system for indoor design is characterized by comprising a customer order subsystem, an order dispatching subsystem, a design subsystem, a settlement subsystem and an evaluation subsystem;
the design subsystem analyzes and processes project tasks to generate a design scheme, and sends the design scheme to the customer order subsystem for customer confirmation, so that a customer can settle design service cost through the settlement subsystem, or evaluate design service through the evaluation subsystem.
2. The intelligent data processing system for indoor design according to claim 1, wherein after registering information of a customer and information of a customer indoor design requirement, the customer order subsystem assigns a corresponding ID and registers the ID to the order assigning subsystem and the settlement subsystem.
3. The intelligent data processing system for indoor design according to claim 1, wherein the order dispatch subsystem comprises a residential building indoor design module, a public building indoor design module, an industrial building indoor design module, and an agricultural building indoor design module; the indoor design module of the residential building, the indoor design module of the public building, the indoor design module of the industrial building and the indoor design module of the agricultural building are classified according to appointed rules according to the indoor plane graph, the house type graph and the individual requirements of customers when being classified.
4. The intelligent data processing system for indoor design according to claim 1, wherein the design subsystem is configured to receive the project task assigned by the order assignment subsystem, and output the project task after processing, analyzing and designing the project task to obtain a design solution.
5. The intelligent data processing system for indoor design according to claim 4, wherein the design system comprises at least a factor module, a storage module and a decision module;
the element module 3 is used for analyzing the indoor design requirement information of the client, extracting the elements required by the client and sending the extracted design elements to the decision module;
the storage module is used for storing data information, standard design scheme models and design schemes of the system.
6. The intelligent data processing system for indoor design according to claim 5, wherein the element module comprises at least a space element unit, a light and shadow element unit, a color element unit, a decoration requirement unit and a furnishing element unit;
the space element unit, the light and shadow element unit, the color element unit, the decoration requirement unit and the display element unit extract elements from the registered customer requirement information according to keywords when extracting the elements.
7. The intelligent data processing system for indoor design according to claim 4, wherein the decision module is used to generate design solution and store the design solution in the storage module, and output the design solution to the customer order subsystem for customer confirmation, evaluation and settlement.
8. The intelligent data processing system for indoor design according to claim 7, wherein the decision module comprises an element analysis unit, a personality analysis unit, a standard scheme unit, a synthesis unit and a design scheme unit; the element analysis unit analyzes the design elements extracted and classified by the element module, generates a design element preliminary scheme and sends the design element preliminary scheme to the synthesis unit; the personality analysis unit generates a personality design preliminary scheme according to the personality demand information of the client and sends the personality design preliminary scheme to the synthesis unit; and after receiving the preliminary design element scheme and the preliminary personalized design scheme, the synthesis unit loads the design element scheme and the preliminary personalized design scheme by acquiring the standard scheme from the storage module through the standard scheme unit to generate a design scheme and outputs the design scheme to the design scheme unit.
9. The intelligent data processing system for indoor design according to claim 1, wherein the settlement subsystem is used for settling service money into a user's settlement account or directly paying a merchant bank account according to agreement after the design service is completed.
10. The intelligent data processing system for indoor design according to claim 1, wherein the evaluation subsystem is used for helping customers to evaluate the service quality and design scheme of service personnel after the business is transacted.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116862454A (en) * 2023-08-31 2023-10-10 北京华邑建设集团有限公司 Indoor building design management method and system

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105303382A (en) * 2014-06-28 2016-02-03 青岛海尔模具有限公司 Personalized pattern home appliance on-line customized sale and production system and method
CN106897922A (en) * 2017-03-01 2017-06-27 苏州蓝王机床工具科技有限公司 A kind of personalized pattern household electrical appliances custom-built system
CN108876267A (en) * 2018-09-05 2018-11-23 南通诚品软件科技有限公司 Household building materials shops quick order management system
CN109345352A (en) * 2018-10-12 2019-02-15 安徽品小院建筑科技有限公司 Self-service modular architectural design method and its system
CN110046411A (en) * 2019-03-30 2019-07-23 方端霞 A kind of Intelligent indoor Art Design system based on computer development
CN110232512A (en) * 2019-06-04 2019-09-13 张斌峰 A kind of new design's teacher resource allocation system

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105303382A (en) * 2014-06-28 2016-02-03 青岛海尔模具有限公司 Personalized pattern home appliance on-line customized sale and production system and method
CN106897922A (en) * 2017-03-01 2017-06-27 苏州蓝王机床工具科技有限公司 A kind of personalized pattern household electrical appliances custom-built system
CN108876267A (en) * 2018-09-05 2018-11-23 南通诚品软件科技有限公司 Household building materials shops quick order management system
CN109345352A (en) * 2018-10-12 2019-02-15 安徽品小院建筑科技有限公司 Self-service modular architectural design method and its system
CN110046411A (en) * 2019-03-30 2019-07-23 方端霞 A kind of Intelligent indoor Art Design system based on computer development
CN110232512A (en) * 2019-06-04 2019-09-13 张斌峰 A kind of new design's teacher resource allocation system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116862454A (en) * 2023-08-31 2023-10-10 北京华邑建设集团有限公司 Indoor building design management method and system
CN116862454B (en) * 2023-08-31 2023-12-19 北京华邑建设集团有限公司 Indoor building design management method and system

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