CN111736476A - Linkage control device, building management system and linkage control method thereof - Google Patents

Linkage control device, building management system and linkage control method thereof Download PDF

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Publication number
CN111736476A
CN111736476A CN202010467253.5A CN202010467253A CN111736476A CN 111736476 A CN111736476 A CN 111736476A CN 202010467253 A CN202010467253 A CN 202010467253A CN 111736476 A CN111736476 A CN 111736476A
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module
processing
analysis
user
target
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CN111736476B (en
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连雅倩
牟桂贤
张振宇
沈毅然
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Gree Electric Appliances Inc of Zhuhai
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Gree Electric Appliances Inc of Zhuhai
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B15/00Systems controlled by a computer
    • G05B15/02Systems controlled by a computer electric
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/418Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/20Pc systems
    • G05B2219/26Pc applications
    • G05B2219/2642Domotique, domestic, home control, automation, smart house

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  • Engineering & Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Manufacturing & Machinery (AREA)
  • Quality & Reliability (AREA)
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Abstract

The invention discloses a linkage control device, a building management system and a linkage control method thereof, wherein the device comprises: a receiving unit for receiving a target requirement of a user; the determining unit is used for performing modular division processing on the target requirements of the user by adopting a distributed processing mode based on the received target requirements of the user to obtain more than one sub-target requirements; simultaneously sending and parallel processing more than one sub-target requirement to obtain linkage control instructions of more than one subsystem; and the execution unit is used for sending a starting instruction to the subsystems based on the linkage control instruction of the subsystems so as to enable the subsystems to control the bottom equipment to start and operate based on the starting instruction. The scheme of the invention can solve the problem that the building management system has long processing time on the event, and achieves the effect of reducing the processing time of the building management system on the event.

Description

Linkage control device, building management system and linkage control method thereof
Technical Field
The invention belongs to the technical field of building control, particularly relates to a linkage control device, a building management system and a linkage control method thereof, and particularly relates to an intelligent linkage control device and method based on distribution and a building management system.
Background
Traditional building equipment needs special personnel to maintain and supervise, and is time-consuming and labor-consuming. Along with the continuous improvement of networking technology, remote control equipment receives people's favor, and building management system takes place to live, makes people's life more convenient. The building management system can monitor all equipment, personnel and the like of the whole building through mobile equipment such as a PC (personal computer) end, a mobile phone and the like. But the building management system has a longer processing time for the event.
The above is only for the purpose of assisting understanding of the technical aspects of the present invention, and does not represent an admission that the above is prior art.
Disclosure of Invention
The present invention is directed to solve the above-mentioned problems, and an object of the present invention is to provide a linkage control apparatus, a building management system, and a linkage control method thereof, so as to solve the problem that the event processing time of the building management system is long, and achieve the effect of reducing the event processing time of the building management system.
The present invention provides a linkage control device, including: the device comprises a receiving unit, a determining unit and an executing unit; the receiving unit is used for receiving the target requirement of a user; the determining unit is used for performing modular division processing on the target requirements of the user by adopting a distributed processing mode based on the received target requirements of the user to obtain more than one sub-target requirements; simultaneously sending and parallel processing more than one sub-target requirement to obtain linkage control instructions of more than one subsystem; and the execution unit is used for sending a starting instruction to the subsystems based on the linkage control instruction of the subsystems so as to enable the subsystems to control the bottom equipment to start and operate based on the starting instruction.
Optionally, the determining unit includes: the device comprises a matching module and a processing module; the determining unit performs modular division processing on the target requirements of the user in a distributed processing mode, and the modular division processing comprises the following steps: the matching module is used for sending the received target requirement of the user to the processing module under the condition of receiving the target requirement of the user; the processing module is used for performing modular division processing on the target requirements of the user under the condition of receiving the target requirements of the user to obtain a modular division result as sub-target requirements; modular division results are fed back to the matching module; and the determining unit simultaneously sends and processes the more than one sub-target requirements in parallel, and comprises the following steps: and the processing module is also used for simultaneously sending and parallel processing according to the modular division result to obtain the linkage control instruction of more than one subsystem.
Optionally, the processing module comprises: the system comprises an analysis module, a logic module and a processing module; wherein, processing module carries out the modularization division to user's target demand and handles, includes: the analysis module is used for analyzing the target requirement of the user under the condition of receiving the target requirement of the user to obtain an analysis result and feeding the obtained analysis result back to the matching module; the analysis result comprises more than one subsystem module in the building system, and the more than one subsystem module are correlated with each other; the matching module is also used for performing modular division processing on each subsystem module in the analysis result under the condition of receiving the analysis result to obtain a logic part and a processing part of each subsystem module as sub-target requirements; the logic part of each subsystem module is issued to the logic module, and the processing part of each subsystem module is issued to the processing part; and the processing module carries out simultaneous transmission and parallel processing according to the modular division result, and comprises: the logic module is used for carrying out logic processing on the logic part of each subsystem module under the condition of receiving the logic part of each subsystem module to obtain a logic processing result and transmitting the logic processing result to the processing module; the processing module is used for carrying out protocol conversion processing on the logic processing result of each subsystem module under the condition of receiving the processing part of each subsystem module and the logic processing result of each subsystem module to obtain a protocol conversion processing result; and generating the linkage control instruction of the processing part of each subsystem module according to the protocol conversion processing result.
Optionally, an analysis module comprising: more than one sub-analysis module, one sub-analysis module corresponding to one analysis model; one or more analytical models, comprising: a user profile analysis model, a user behavior path analysis model, a click analysis model, a behavior event analysis model, and/or a user motivation analysis model; the analysis module analyzes the target requirement of the user and comprises the following steps: calling more than one analysis model in the analysis module; and analyzing the target requirements of the user by using more than one analysis model to obtain an analysis result.
Optionally, the analysis module analyzes the target requirement of the user by using more than one analysis model, including: extracting target words of target demands and occurrence frequency of the target words by using a user behavior analysis model, and performing behavior prediction analysis based on the target words of the target demands and the occurrence frequency of the target words to realize behavior analysis of users to obtain behavior analysis results; and then, comprehensively analyzing the interest characteristics, the position characteristics, the equipment attributes, the behavior attributes and/or the population attributes of the user according to the behavior analysis result by using the user portrait analysis model to obtain an analysis result.
In accordance with another aspect of the present invention, there is provided a building management system, comprising: the linkage control device is described above.
In another aspect, the invention provides a linkage control method for a building management system, including: receiving a target requirement of a user through a receiving unit; the method comprises the steps that through a determining unit, based on received target requirements of users, the target requirements of the users are subjected to modularized division processing in a distributed processing mode, and more than one sub-target requirements are obtained; simultaneously sending and parallel processing more than one sub-target requirement to obtain linkage control instructions of more than one subsystem; and sending a starting instruction to the subsystems through the execution unit based on the linkage control instruction of the subsystems so as to enable the subsystems to control the bottom equipment of the subsystems to start and operate based on the starting instruction.
Optionally, the modular partitioning processing of the target requirement of the user by using a distributed processing manner through the determining unit includes: through the matching module, under the condition of receiving the target requirement of the user, the received target requirement of the user is sent to the processing module; through the processing module, under the condition that the target requirements of the user are received, the target requirements of the user are subjected to modular division processing to obtain a modular division result which is used as a sub-target requirement; modular division results are fed back to the matching module; and, the determining unit sends and processes more than one sub-target requirement simultaneously, including: and simultaneously sending and parallel processing are carried out according to the modularization division result through the processing module, so that the linkage control instruction of more than one subsystem is obtained.
Optionally, wherein the processing module performs modular division processing on the target requirement of the user, including: analyzing the target requirement of the user by the analysis module under the condition of receiving the target requirement of the user to obtain an analysis result, and feeding back the obtained analysis result to the matching module; the analysis result comprises more than one subsystem module in the building system, and the more than one subsystem module are correlated with each other; by the matching module, under the condition that the analysis result is received, each subsystem module in the analysis result is subjected to modular division processing to obtain a logic part and a processing part of each subsystem module, and the logic part and the processing part serve as sub-target requirements; the logic part of each subsystem module is issued to the logic module, and the processing part of each subsystem module is issued to the processing part; and, carry out simultaneous transmission and parallel processing according to modularization division result through processing module, include: through the logic module, under the condition of receiving the logic part of each subsystem module, performing logic processing on the logic part of each subsystem module to obtain a logic processing result, and transmitting the logic processing result to the processing module; through the processing module, under the condition of receiving the processing part of each subsystem module and the logic processing result of each subsystem module, performing protocol conversion processing on the logic processing result of each subsystem module to obtain a protocol conversion processing result; and generating the linkage control instruction of the processing part of each subsystem module according to the protocol conversion processing result.
Optionally, an analysis module comprising: more than one sub-analysis module, one sub-analysis module corresponding to one analysis model; one or more analytical models, comprising: a user profile analysis model, a user behavior path analysis model, a click analysis model, a behavior event analysis model, and/or a user motivation analysis model; analyzing the target requirement of the user through an analysis module, wherein the analysis module comprises the following steps: calling more than one analysis model in the analysis module; and analyzing the target requirements of the user by using more than one analysis model to obtain an analysis result.
Optionally, analyzing the target requirement of the user by using more than one analysis model through an analysis module, including: extracting target words of target demands and occurrence frequency of the target words by using a user behavior analysis model, and performing behavior prediction analysis based on the target words of the target demands and the occurrence frequency of the target words to realize behavior analysis of users to obtain behavior analysis results; and then, comprehensively analyzing the interest characteristics, the position characteristics, the equipment attributes, the behavior attributes and/or the population attributes of the user according to the behavior analysis result by using the user portrait analysis model to obtain an analysis result.
According to the scheme, the distributed and simultaneous sending and parallel processing modes are adopted based on the target requirements of the user, so that the processing time of linkage of a plurality of systems can be shortened, and the use experience of the user is improved.
Furthermore, according to the scheme of the invention, the target requirements of the user are divided into different analysis modules, corresponding logic modules and processing modules after being analyzed, and a modular processing mode is adopted, so that the complexity of logic processing can be reduced, and the processing efficiency is improved.
Furthermore, the scheme of the invention modularizes the target requirements of the user after receiving the target requirements of the user, and adopts a simultaneous transmission and parallel processing mode as a processing mode, thereby greatly shortening the background processing time.
Therefore, according to the scheme provided by the invention, after the target requirements of the user are received, the linkage control of more than one device corresponding to the target requirements of the user is realized by adopting a distributed mode, a simultaneous transmission mode and a parallel processing mode based on the target requirements, the problem that the building management system has long processing time on the events is solved, and the effect of reducing the processing time of the building management system on the events is achieved.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
The technical solution of the present invention is further described in detail by the accompanying drawings and embodiments.
Drawings
FIG. 1 is a schematic structural diagram of a linkage control device according to an embodiment of the present invention;
FIG. 2 is a block diagram of a building management system according to an embodiment of the present invention;
FIG. 3 is a schematic management flow diagram of one embodiment of a building management system of the present invention;
FIG. 4 is a flowchart illustrating a linkage control method according to an embodiment of the present invention;
FIG. 5 is a schematic flow chart illustrating an embodiment of the method for modularizing the target requirement of the user in a distributed processing manner;
FIG. 6 is a flowchart illustrating an embodiment of a modular partitioning process for the target requirement of the user in the method of the present invention;
FIG. 7 is a flow diagram illustrating one embodiment of concurrent transmission and parallel processing according to modular partitioning results in the method of the present invention;
FIG. 8 is a flowchart illustrating an embodiment of analyzing the target requirement of the user by using more than one analysis model according to the method of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the technical solutions of the present invention will be clearly and completely described below with reference to the specific embodiments of the present invention and the accompanying drawings. It is to be understood that the described embodiments are merely exemplary of the invention, and not restrictive of the full scope of the invention. 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.
According to an embodiment of the present invention, there is provided a linkage control apparatus. Referring to fig. 1, a schematic diagram of an embodiment of the apparatus of the present invention is shown. This coordinated control device can use the coordinated control between the equipment more than two in the building management system, and the coordinated control device during the coordinated control between the equipment more than two in the building management system can include: the device comprises a receiving unit, a determining unit and an executing unit. The receiving unit, the determining unit and the executing unit may be connected in sequence.
In an alternative example, the receiving unit may be configured to receive a target requirement of a user. For example: the target requirements of the user can be received through upper computer software on a control terminal such as a computer.
In an optional example, the determining unit may be configured to perform modular division processing on the target requirements of the user in a distributed processing manner based on the received target requirements of the user, so as to obtain more than one sub-target requirements; and simultaneously sending and parallelly processing more than one sub-target requirement to obtain the linkage control instruction of more than one subsystem so as to determine the linkage control instruction of more than one subsystem.
For example: the requirements are divided into modules, and the processing mode adopts a mode of simultaneous transmission and parallel processing, so that the background processing time is greatly shortened.
Optionally, the determining unit may include: the device comprises a matching module and a processing module. The matching module is connected with the processing module. The determining unit performs modular division processing on the target requirements of the user in a distributed processing manner based on the received target requirements of the user, and may include:
the matching module can be used for issuing the received target requirement of the user to the processing module under the condition of receiving the target requirement of the user, and specifically issuing the target requirement to the analysis module so as to call the analysis module.
For example: and after receiving the user target requirement, the upper computer software sends the user target requirement to the background. And after receiving the user target requirement sent by the upper computer software, the background sends the user target requirement to the intelligent matching module. If the user target requirement sent by the upper computer software is that when a special condition (fire) occurs, the power supply is turned off firstly, the alarm bell sounds, and people are notified to evacuate immediately; the systems involved in this need are video surveillance, fire protection systems, alarm systems, and the like.
The processing module can be used for performing modular division processing on the target requirements of the user under the condition of receiving the target requirements of the user to obtain a modular division result serving as a sub-target requirement; and feeding back the modularization division result to the matching module.
For example: and a modular processing mode is adopted. For example, the target requirement of the user is divided into different analysis modules through analysis, and corresponding logic modules and processing modules are also provided. The processing after the division is clearer and more obvious.
Accordingly, the determining unit may perform simultaneous transmission and parallel processing on more than one sub-target requirement, and may include: the processing module can also be used for simultaneously sending and parallel processing according to the modular division result to obtain the linkage control instruction of more than one subsystem so as to determine the linkage control instruction of more than one subsystem.
For example: a distributed arrangement is employed. For example, the analysis module, the logic module and the processing module are arranged in a distributed mode, and the principle of simultaneous transmission and parallel processing is utilized during processing, so that the processing is more efficient. And intelligent joint control is adopted. If the intelligent matching module is used, the background processes the logic between the systems clearly and mutually.
Therefore, the processing effect can be improved by distributing and processing the matching modules, modularly dividing the target requirements by the processing modules under the action of the matching modules, and simultaneously sending and parallel processing according to the modularly dividing results.
More optionally, the processing module may include: the device comprises an analysis module, a logic module and a processing module. And the matching module is respectively connected to the analysis module, the logic module and the processing module. The analysis module, the logic module and the processing module are connected in sequence.
Wherein, processing module carries out the modularization division to user's target demand under the condition that receives user's target demand and handles, can include:
the analysis module can be used for analyzing the target requirement of the user under the condition of receiving the target requirement of the user to obtain an analysis result and feeding the obtained analysis result back to the matching module. The analysis result includes more than one subsystem module in the building system, and the more than one subsystem module are related to each other. For example: and the intelligent matching module respectively sends the user target requirements to the analysis module, the logic module and the processing module. The analysis module analyzes the user target requirements to obtain a plurality of analysis results. In the analysis result, more than one subsystem module is associated with each other, such as a lighting system module, a fire protection system module, an elevator system module, and/or an alarm system module.
Further optionally, the analysis module may comprise: more than one sub-analysis module, one sub-analysis module corresponding to one analysis model. One or more analytical models may include: a user profile analysis model, a user behavioral path analysis model, a click analysis model, a behavioral event analysis model, and/or a user motivation analysis model.
For example: the upper computer software sends the target requirement of the user to the intelligent matching module, the intelligent matching module calls the analysis module firstly, and the analysis module comprises a user portrait analysis model, a user behavior path analysis model, a click analysis model, a behavior event analysis model and a Censydiam user motivation analysis model.
Accordingly, the logic module may include: more than one sub-logic module, one sub-logic module corresponding to one subsystem. A processing module, which may include: more than one sub-processing module, one sub-processing module corresponds to the equipment group of one subsystem.
The analyzing module analyzes the target requirement of the user when receiving the target requirement of the user, and may include: calling more than one analysis model in the analysis module; and analyzing the target requirements of the user by using more than one analysis model to obtain an analysis result.
For example: the analysis module is not only divided into subsystems, but also can be divided into different modules according to characteristics, so that more combinations are provided, and the method is suitable for various conditions.
Therefore, by calling more than one analysis model in the analysis module and analyzing the target requirements of the user by using more than one analysis model, the analysis accuracy is better; different analysis models can be selected according to different conditions, and the flexibility and the convenience of analysis are good.
The analyzing module analyzes the target requirement of the user by using more than one analysis model, and may include: extracting target words of target demands and occurrence frequency of the target words by using a user behavior analysis model, and performing behavior prediction analysis based on the target words of the target demands and the occurrence frequency of the target words to realize behavior analysis of users to obtain behavior analysis results; and then, comprehensively analyzing the interest characteristics, the position characteristics, the equipment attributes, the behavior attributes and/or the population attributes of the user according to the behavior analysis result by using the user portrait analysis model to obtain an analysis result.
For example: the user target requirement sent by the upper computer software is that when a special condition (fire) occurs, the power supply is turned off firstly, the alarm bell sounds, and personnel are notified to evacuate immediately. The systems involved in this need are video surveillance, fire protection systems, alarm systems, and the like. The analysis model firstly adopts the extraction of target words and frequency to carry out approximate estimation according to the information transmitted to the background, and then analyzes the behavior of the user. One or more combined modes are selected from the analysis model for analysis, for example, the user portrait analysis model combines the information of interest characteristics, location characteristics, equipment attributes, behavior attributes, population attributes and the like of the user for comprehensive analysis. After the analysis, an analysis result is obtained.
Therefore, the target requirements are analyzed by combining a plurality of analysis models, and the accuracy and the reliability of the analysis results can be improved.
The matching module can also be used for performing modular division processing on each subsystem module in the analysis result under the condition of receiving the analysis result to obtain a logic part and a processing part of each subsystem module as sub-target requirements; and the self logic part of each subsystem module is issued to the logic module, and the self processing part of each subsystem module is issued to the processing part. For example: and transmitting the analysis result to an intelligent matching system, and dividing respective logic modules and processing modules according to the corresponding modules.
Correspondingly, the processing module performs simultaneous transmission and parallel processing according to the modular division result, and may include:
the logic module may be configured to, in a case where the logic portion of each subsystem module is received, perform logic processing on the logic portion of each subsystem module to obtain a logic processing result, and transmit the logic processing result to the processing module. For example: the logic module is mainly used for processing logic and calculation of some command combinations in the analysis module. And after the logic module carries out logic processing on the plurality of analysis results, the obtained logic processing results are sent to the processing module.
The processing module can be used for performing protocol conversion processing on the logic processing result of each subsystem module under the condition of receiving the processing part of each subsystem module and the logic processing result of each subsystem module to obtain a protocol conversion processing result; and generating the linkage control instruction of the processing part of each subsystem module according to the protocol conversion processing result. For example: and after the processing module processes the logic processing result, the processing module sends the obtained processing result to the instruction issuing module. The processing module can also be an equipment module, and performs operations such as conversion between protocols and the like on the results of the logic module, for example, converting a language into a language which can be recognized by a machine, and has strong logicality and precedence.
For example: the upper computer software sends the requirements of the user to the background, and the background comprises analysis modules, logic modules and processing modules which are in one-to-one correspondence with one another through an intelligent matching module and are used for processing data in parallel, so that the corresponding speed is accelerated; the analysis module adopts five analysis theories, can intelligently analyze the target event of the user, processes the event efficiently, accurately and more humanized, solves the problems of complex control logic and difficult problem troubleshooting in some linkage configuration schemes of the building management system, shortens the processing time of the target demand event of the user and improves the user experience.
Therefore, by adopting the intelligent matching module, resources are intelligently matched, the processing idea is clearer, and the systems are intelligently linked, influenced and restricted; analysis, logic and processing, namely, the requirements are divided into modules, and the processing mode adopts a mode of simultaneous transmission and parallel processing, so that the background processing time is greatly shortened.
In an optional example, the execution unit may be configured to send a start instruction to the one or more subsystems based on the linkage control instruction of the one or more subsystems, so that the one or more subsystems control the underlying devices to start and operate based on the start instruction.
For example: and the instruction issuing module issues an instruction to the equipment layer according to the processing result, the equipment completes corresponding operation according to the issued instruction, and returns corresponding data to the upper computer software after the operation is completed. And after the processing module, issuing an instruction to the equipment layer, operating the equipment layer according to the command of the previous layer, finishing the operation and returning corresponding data to the foreground.
Therefore, under the condition of receiving the target requirement of the user, the target requirement is divided into modules and then is sent and processed in parallel, the background processing time can be greatly shortened, the processing time of the target requirement event of the user can be shortened, and the improvement of user experience is facilitated.
Through a large number of tests, the technical scheme of the invention can reduce the processing time of linkage of a plurality of systems and improve the user experience by adopting a distributed mode, a simultaneous sending mode and a parallel processing mode based on the target requirements of users.
According to the embodiment of the invention, a building management system corresponding to the linkage control device is also provided. The building management system may include: the linkage control device is described above.
The main working property of electrical equipment in buildings, such as elevators, water pumps, fans, air conditioners and the like, is strong electric drive; the building management system monitors the electrical equipment on line, detects the working state of the equipment by arranging corresponding sensors, travel switches, photoelectric control and the like, returns to a central computer of a control machine room through a circuit, obtains an analysis result by the computer and returns to the building control system of the equipment for mediation.
A plurality of subsystems can be included in a building management system, and monitoring management is carried out on the subsystems. The subsystems comprise a water group control system, a lighting system, a parking lot system and the like. Each subsystem contains different kinds of equipment. In some linkage configuration schemes of the building management system, when the devices of each subsystem are linked, corresponding commands are executed according to the satisfaction of specific conditions, and then the values of the devices are controlled. The linkage control method is troublesome in the processing process of background data and long in processing time.
In an optional embodiment, the invention provides an intelligent linkage auxiliary system based on distribution for linkage control among subsystems in a building management system.
Specifically, in the scheme of the invention, the upper computer software sends the requirements of the user to the background, and the background processes data in parallel through the intelligent matching module which comprises the analysis modules, the logic modules and the processing modules, wherein the analysis modules, the logic modules and the processing modules are in one-to-one correspondence with each other, so that the corresponding speed is accelerated. The analysis module adopts five analysis theories and can intelligently analyze the target events of the user. The event processing is efficient, accurate and more humanized. Therefore, after the background is processed in a distributed mode, the problems of complex control logic and difficulty in troubleshooting in some linkage configuration schemes of the building management system are solved, the processing time of target demand events of users is shortened, and the user experience is improved.
For example: the five analysis theories adopted by the analysis module can include: five major analytical theories: user portrait analysis model, user behavior path analysis model, click analysis model, behavior event analysis model, Censydiam user motivation analysis model. For example, when the user sets setting information of a scene in scene management, a save button is clicked, or submission is made. And then, analyzing the click time, the click frequency and the like of the user by using the click analysis model. And (4) transferring the user operation log by using the behavior event analysis model, and analyzing the behavior event of the user to obtain whether the user frequently operates the action or other events. Combined with the Censydiam user motivation analysis model, the predictions are analyzed to derive the likely, optimal processing commands (selected scenarios) for the user. The main responsible is the binding analysis of the last three, the first two are the adjuncts, and when the conclusion is reached, the supplementation is performed according to theory. The five analysis theories face different practices, the analysis of the emphasis points is different, and the final purpose is to enable the background to be optimally matched and quickly process events.
For example: when a scene command is selected to be sent to the background, the background analyzes one by one, the processing is complicated, and when the scene command is not executed, the problems need to be checked one by one to find out. Therefore, some linkage configuration schemes of the building management system have complex control logic and difficult problem troubleshooting.
Therefore, the scheme of the invention adopts a distributed method, a simultaneous transmission method and a parallel processing method, and solves the problem of long processing time when a plurality of systems are linked. The five analysis theories are adopted for analysis, and then the analysis results are divided into logic modules and processing modules which are in one-to-one correspondence, so that the problem of complex background processing logic is solved, and the effects of high efficiency and rapid processing are achieved.
Optionally, a modular processing manner is adopted in the scheme of the invention. For example, the target requirement of the user is divided into different analysis modules through analysis, and corresponding logic modules and processing modules are also provided. The processing after the division is clearer and more obvious.
Optionally, the solution of the invention employs a distributed arrangement. For example, the analysis module, the logic module and the processing module are arranged in a distributed mode, and the principle of simultaneous transmission and parallel processing is utilized during processing, so that the processing is more efficient.
For example: when the user sends a set of data to the background. Multiple subsystems are involved in the data. The analysis module performs analysis according to different subsystems. Logic modules and processing modules and so on. But these three are interrelated. The content designed under the three modules is distributed and is set according to different types (function division). The simultaneous transmission means that the analysis module can simultaneously transmit information to the corresponding logic modules, and different logic modules can also transmit information to the processing modules corresponding to one. Parallel processing (simultaneous processing) is performed during transmission.
Optionally, the scheme of the invention adopts intelligent joint control. If the intelligent matching module is used, the background processes the logic between the systems clearly and mutually.
In an alternative embodiment, reference may be made to the examples shown in fig. 2 and 3 to illustrate specific implementation procedures of the scheme of the present invention.
Fig. 2 is a schematic frame structure diagram of an embodiment of the building management system of the present invention. As shown in fig. 2, the building management system is provided with an intelligent matching module, an analysis module, a logic module, a processing module and an instruction issuing module, the analysis module may include two or more sub-modules, such as a first analysis sub-module and a second analysis sub-module, the logic module may include two or more sub-modules, such as a first matching sub-module and a second matching sub-module, and the processing module may include two or more device groups, such as a first device group and a second device group.
After receiving the target requirements of the user, the intelligent matching module issues the target requirements of the user to the analysis module, the logic module and the processing module. The analysis module, the logic module and the processing module are connected in sequence. The first analysis submodule, the second analysis submodule, the first matching submodule, the second matching submodule, the first equipment group and the second equipment group are respectively connected to the instruction issuing module, and the instruction issuing module is connected to the bottom layer equipment.
Fig. 3 is a schematic management flow diagram of an embodiment of the building management system of the present invention. As shown in fig. 3, the management process of the building management system may include:
step 1, after receiving a user target requirement, the upper computer software sends the user target requirement to a background.
And 2, after receiving the user target requirement sent by the upper computer software, the background sends the user target requirement to the intelligent matching module.
And 3, the intelligent matching module sends the user target requirements to the analysis module, the logic module and the processing module respectively. The analysis module analyzes the user target requirements to obtain a plurality of analysis results.
Specifically, the upper computer software sends the target requirement of the user to the intelligent matching module, the intelligent matching module calls the analysis module firstly, and the analysis module comprises a user portrait analysis model, a user behavior path analysis model, a click analysis model, a behavior event analysis model and a Censydiam user motivation analysis model.
For example: the user target requirement sent by the upper computer software is that when a special condition (fire) occurs, the power supply is turned off firstly, the alarm bell sounds, and personnel are notified to evacuate immediately. The systems involved in this need are video surveillance, fire protection systems, alarm systems, and the like. The analysis model firstly adopts the extraction of target words and frequency to carry out approximate estimation according to the information transmitted to the background, and then analyzes the behavior of the user. One or more combined modes are selected from the analysis model for analysis, for example, the user portrait analysis model combines the information of interest characteristics, location characteristics, equipment attributes, behavior attributes, population attributes and the like of the user for comprehensive analysis. After the analysis, an analysis result is obtained. The analysis result is provided with a plurality of corresponding modules which are analyzed into a lighting module, an intelligent fire-fighting module, an elevator system, an alarm system and the like according to the condition. The modules are mutually related.
For example: according to the situation analysis, the method can comprise the following steps: when a user sets a scene, a series of command combinations are selected, wherein the command combinations contain the information of the subsystem and the information pointing to the subsystem.
And 4, specifically, transmitting the analysis result to an intelligent matching system, and dividing respective logic modules and processing modules according to corresponding modules. The logic module is mainly used for processing logic and calculation of some command combinations in the analysis module. And after the logic module carries out logic processing on the plurality of analysis results, the obtained logic processing results are sent to the processing module. And after the processing module processes the logic processing result, the processing module sends the obtained processing result to the instruction issuing module. The processing module can also be an equipment module, and performs operations such as conversion between protocols and the like on the results of the logic module, for example, converting a language into a language which can be recognized by a machine, and has strong logicality and precedence.
For example: the intelligent matching system is a module combining a plurality of analysis results and analysis theories. According to the information transmitted by the user, the corresponding subsystem is found out first, then the logic module corresponding to the background is found out according to the related instruction of the subsystem, and so on. The first matching module and the second matching module in the logic module may be respectively corresponding to the analysis results.
And 5, issuing an instruction to the equipment layer by the instruction issuing module according to the processing result, finishing corresponding operation by the equipment according to the issued instruction, and returning corresponding data to the upper computer software after the operation is finished.
Specifically, after the processing module, the processing module issues an instruction to the device layer, the device layer operates according to the command of the previous layer, the operation execution is finished, and corresponding data is returned to the foreground.
Therefore, the building management system adopts the intelligent matching module to analyze, logically and process, the requirement is divided into modules, the processing mode adopts a mode of simultaneous transmission and parallel processing, and the background processing time is greatly shortened. Resources are intelligently matched, the processing idea is clearer, and the systems are intelligently linked, mutually influenced and restricted. The analysis module is not only divided into subsystems, but also divided into different modules according to characteristics, so that more combinations are provided, and the method is suitable for various conditions.
For example: and (5) scene configuration. The user's demand is to brush the face into the office in the morning, and turn on the light automatically. And 13.26, opening the background music to remind the office worker of finishing the lunch break and working. At the next shift, 5.30 turns on the background music reminder. When there is no person at 12 o 'clock-5 o' clock in the evening, according to the monitoring system, all lights are turned off. The scene setting relates to a system comprising an access control system, a lighting system, background music and video monitoring. When the user sends the instructions to the background, the analysis module is used for analyzing the related subsystems, and then the results of the five analysis theories are adopted. For example, if the lighting system is frequently operated by the current login user, the intelligent matching system is more biased toward the intelligent lighting system when the logic processing module is allocated. Then, if the user is the same, the probability of intelligent illumination in the analysis is high. And combining the two conditions and transmitting the two conditions to an intelligent matching system. The intelligent matching system knows the target requirement of the user, calls the related function of the subsystem in the background, analyzes the target requirement by the logic module, judges the state of the equipment and returns the processing result to the processing module (point location information). The processing module searches the corresponding point table information and changes the state value of the point table information. In the morning, whether the access control system is normal or not is judged, the access control passes through, the state of the lamp equipment is changed, and then the point position change state of the lamp corresponding to the processing module is informed. And 13.26 noon, judging the state of the loudspeaker, and if the loudspeaker is in an off state, transmitting the point location information to the corresponding processing module. And the target requirements of all users are processed by analogy.
Since the processing and functions implemented by the building management system of this embodiment substantially correspond to the embodiments, principles and examples of the device shown in fig. 1, reference may be made to the related descriptions in the foregoing embodiments without being detailed in the description of this embodiment.
Through a large number of tests, the technical scheme of the invention is adopted, the target requirements of the user are analyzed and then divided into different analysis modules, corresponding logic modules and processing modules, and a modularized processing mode is adopted, so that the complexity of logic processing can be reduced, and the processing efficiency is improved.
According to an embodiment of the present invention, there is also provided a linkage control method for a building management system corresponding to the building management system, as shown in fig. 4, which is a schematic flow chart of an embodiment of the method of the present invention. The linkage control method of the building management system can be applied to linkage control between more than two devices in the building management system, and the linkage control method during linkage control between more than two devices in the building management system can comprise the following steps: step S110 to step S130.
At step S110, a target requirement of a user is received through a receiving unit. For example: the target requirements of the user can be received through upper computer software on a control terminal such as a computer.
In step S120, based on the received target requirement of the user, the determining unit performs modular division processing on the target requirement of the user in a distributed processing manner to obtain more than one sub-target requirements; and simultaneously sending and parallelly processing more than one sub-target requirement to obtain the linkage control instruction of more than one subsystem so as to determine the linkage control instruction of more than one subsystem.
For example: the requirements are divided into modules, and the processing mode adopts a mode of simultaneous transmission and parallel processing, so that the background processing time is greatly shortened.
Optionally, in step S120, the specific situation that the determining unit performs modular processing on the target requirement of the user in a distributed processing manner based on the received target requirement of the user may be referred to in the following exemplary description.
Referring to the flowchart of fig. 5, a specific process of performing modular processing on the target requirement of the user in the step S120 by using a distributed processing manner is further described, where the specific process includes: step S210 and step S220.
Step S210, through the matching module, under the condition that the target requirement of the user is received, the received target requirement of the user is issued to the processing module, specifically to the analysis module, so as to invoke the analysis module.
For example: and after receiving the user target requirement, the upper computer software sends the user target requirement to the background. And after receiving the user target requirement sent by the upper computer software, the background sends the user target requirement to the intelligent matching module. If the user target requirement sent by the upper computer software is that when a special condition (fire) occurs, the power supply is turned off firstly, the alarm bell sounds, and people are notified to evacuate immediately; the systems involved in this need are video surveillance, fire protection systems, alarm systems, and the like.
Step S220, performing modular division processing on the target requirements of the user through a processing module under the condition of receiving the target requirements of the user to obtain a modular division result serving as a sub-target requirement; and feeding back the modularization division result to the matching module.
For example: and a modular processing mode is adopted. For example, the target requirement of the user is divided into different analysis modules through analysis, and corresponding logic modules and processing modules are also provided. The processing after the division is clearer and more obvious.
More optionally, in step S220, when the processing module receives the target requirement of the user, a specific process of performing modular division processing on the target requirement of the user may be referred to as the following exemplary description.
Referring to fig. 6, a flowchart of an embodiment of the method for performing modular partition processing on the target requirement of the user in the present invention is further described, where the specific process of performing modular partition processing on the target requirement of the user in step S220 may include: step S310 and step S320.
Step S310, analyzing the target requirement of the user through the analysis module under the condition of receiving the target requirement of the user to obtain an analysis result, and feeding back the obtained analysis result to the matching module. The analysis result includes more than one subsystem module in the building system, and the more than one subsystem module are related to each other. For example: and the intelligent matching module respectively sends the user target requirements to the analysis module, the logic module and the processing module. The analysis module analyzes the user target requirements to obtain a plurality of analysis results. In the analysis result, more than one subsystem module is associated with each other, such as a lighting system module, a fire protection system module, an elevator system module, and/or an alarm system module.
Still further optionally, the analysis module may comprise: more than one sub-analysis module, one sub-analysis module corresponding to one analysis model. One or more analytical models may include: a user profile analysis model, a user behavioral path analysis model, a click analysis model, a behavioral event analysis model, and/or a user motivation analysis model.
For example: the upper computer software sends the target requirement of the user to the intelligent matching module, the intelligent matching module calls the analysis module firstly, and the analysis module comprises a user portrait analysis model, a user behavior path analysis model, a click analysis model, a behavior event analysis model and a Censydiam user motivation analysis model.
Accordingly, the logic module may include: more than one sub-logic module, one sub-logic module corresponding to one subsystem. A processing module, which may include: more than one sub-processing module, one sub-processing module corresponds to the equipment group of one subsystem.
Analyzing the target requirement of the user by the analysis module under the condition of receiving the target requirement of the user, which may include: calling more than one analysis model in the analysis module; and analyzing the target requirements of the user by using more than one analysis model to obtain an analysis result.
For example: the analysis module is not only divided into subsystems, but also can be divided into different modules according to characteristics, so that more combinations are provided, and the method is suitable for various conditions.
Therefore, by calling more than one analysis model in the analysis module and analyzing the target requirements of the user by using more than one analysis model, the analysis accuracy is better; different analysis models can be selected according to different conditions, and the flexibility and the convenience of analysis are good.
The specific process of analyzing the target requirement of the user by the analysis module using more than one analysis model can be seen in the following exemplary description.
Referring to fig. 8, a flowchart of an embodiment of analyzing the target requirement of the user by using more than one analysis model in the method of the present invention will be further described, where the specific process of analyzing the target requirement of the user by using more than one analysis model may include: step S510 and step S520.
Step S510, extracting the target word of the target requirement and the occurrence frequency of the target word by using the user behavior analysis model, and performing behavior estimation analysis based on the target word of the target requirement and the occurrence frequency of the target word to realize behavior analysis of the user, so as to obtain a behavior analysis result.
Step S520, the user portrait analysis model is used to perform comprehensive analysis on the interest characteristics, the location characteristics, the equipment attributes, the behavior attributes and/or the population attributes of the user according to the behavior analysis result to obtain an analysis result.
For example: the user target requirement sent by the upper computer software is that when a special condition (fire) occurs, the power supply is turned off firstly, the alarm bell sounds, and personnel are notified to evacuate immediately. The systems involved in this need are video surveillance, fire protection systems, alarm systems, and the like. The analysis model firstly adopts the extraction of target words and frequency to carry out approximate estimation according to the information transmitted to the background, and then analyzes the behavior of the user. One or more combined modes are selected from the analysis model for analysis, for example, the user portrait analysis model combines the information of interest characteristics, location characteristics, equipment attributes, behavior attributes, population attributes and the like of the user for comprehensive analysis. After the analysis, an analysis result is obtained.
Therefore, the target requirements are analyzed by combining a plurality of analysis models, and the accuracy and the reliability of the analysis results can be improved.
Step S320, through the matching module, under the condition that the analysis result is received, each subsystem module in the analysis result is subjected to modular division processing to obtain a logic part and a processing part of each subsystem module, and the logic part and the processing part serve as sub-target requirements; and the self logic part of each subsystem module is issued to the logic module, and the self processing part of each subsystem module is issued to the processing part. For example: and transmitting the analysis result to an intelligent matching system, and dividing respective logic modules and processing modules according to the corresponding modules.
Accordingly, the step S120 of sending and processing more than one sub-target requirement simultaneously by the determining unit may include: and simultaneously sending and parallel processing are carried out according to the modularization division result through the processing module to obtain the linkage control instruction of more than one subsystem so as to determine the linkage control instruction of more than one subsystem.
For example: a distributed arrangement is employed. For example, the analysis module, the logic module and the processing module are arranged in a distributed mode, and the principle of simultaneous transmission and parallel processing is utilized during processing, so that the processing is more efficient. And intelligent joint control is adopted. If the intelligent matching module is used, the background processes the logic between the systems clearly and mutually.
Therefore, the processing effect can be improved by distributing and processing the matching modules, modularly dividing the target requirements by the processing modules under the action of the matching modules, and simultaneously sending and parallel processing according to the modularly dividing results.
More optionally, with reference to a flowchart of an embodiment of performing simultaneous transmission and parallel processing according to the modular division result in the method of the present invention shown in fig. 7, a specific process of performing simultaneous transmission and parallel processing according to the modular division result is further described, which may include: step S410 and step S420.
Step S410, performing logic processing on the logic part of each subsystem module by the logic module under the condition that the logic part of each subsystem module is received, obtaining a logic processing result, and transmitting the logic processing result to the processing module. For example: the logic module is mainly used for processing logic and calculation of some command combinations in the analysis module. And after the logic module carries out logic processing on the plurality of analysis results, the obtained logic processing results are sent to the processing module.
Step S420, through the processing module, under the condition of receiving the self processing part of each subsystem module and the self logic processing result of each subsystem module, performing protocol conversion processing on the self logic processing result of each subsystem module to obtain a protocol conversion processing result; and generating the linkage control instruction of the processing part of each subsystem module according to the protocol conversion processing result. For example: and after the processing module processes the logic processing result, the processing module sends the obtained processing result to the instruction issuing module. The processing module can also be an equipment module, and performs operations such as conversion between protocols and the like on the results of the logic module, for example, converting a language into a language which can be recognized by a machine, and has strong logicality and precedence.
For example: the upper computer software sends the requirements of the user to the background, and the background comprises analysis modules, logic modules and processing modules which are in one-to-one correspondence with one another through the intelligent matching module, processes data in parallel and accelerates the corresponding speed. The analysis module adopts five analysis theories, can intelligently analyze the target event of the user, processes the event efficiently, accurately and more humanized, solves the problems of complex control logic and difficult problem troubleshooting in some linkage configuration schemes of the building management system, shortens the processing time of the target demand event of the user and improves the user experience.
Therefore, by adopting the intelligent matching module, resources are intelligently matched, the processing idea is clearer, and the systems are intelligently linked, influenced and restricted; analysis, logic and processing, namely, the requirements are divided into modules, and the processing mode adopts a mode of simultaneous transmission and parallel processing, so that the background processing time is greatly shortened.
In step S130, a start instruction is sent to the one or more subsystems through the execution unit based on the linkage control instruction of the one or more subsystems, so that the one or more subsystems control the bottom layer devices to start and operate based on the start instruction.
For example: and the instruction issuing module issues an instruction to the equipment layer according to the processing result, the equipment completes corresponding operation according to the issued instruction, and returns corresponding data to the upper computer software after the operation is completed. And after the processing module, issuing an instruction to the equipment layer, operating the equipment layer according to the command of the previous layer, finishing the operation and returning corresponding data to the foreground.
Therefore, under the condition of receiving the target requirement of the user, the target requirement is divided into modules and then is sent and processed in parallel, the background processing time can be greatly shortened, the processing time of the target requirement event of the user can be shortened, and the improvement of user experience is facilitated.
Since the processing and functions implemented by the method of the present embodiment substantially correspond to the embodiments, principles and examples of the building management system, reference may be made to the related descriptions in the foregoing embodiments without being detailed in the description of the present embodiment.
After a large number of tests verify that the technical scheme of the embodiment is adopted, the target requirements of the user are modularized after the target requirements of the user are received, and the background processing time can be greatly shortened by adopting a mode of simultaneous transmission and parallel processing.
In summary, it is readily understood by those skilled in the art that the advantageous modes described above can be freely combined and superimposed without conflict.
The above description is only an example of the present invention, and is not intended to limit the present invention, and it is obvious to those skilled in the art that various modifications and variations can be made in the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the scope of the claims of the present invention.

Claims (11)

1. A linkage control apparatus, characterized by comprising: the device comprises a receiving unit, a determining unit and an executing unit;
wherein the content of the first and second substances,
a receiving unit for receiving a target requirement of a user;
the determining unit is used for performing modular division processing on the target requirements of the user by adopting a distributed processing mode based on the received target requirements of the user to obtain more than one sub-target requirements; simultaneously sending and parallel processing more than one sub-target requirement to obtain linkage control instructions of more than one subsystem;
and the execution unit is used for sending a starting instruction to the subsystems based on the linkage control instruction of the subsystems so as to enable the subsystems to control the bottom equipment to start and operate based on the starting instruction.
2. The linkage control device according to claim 1, wherein the determination unit includes: the device comprises a matching module and a processing module; wherein the content of the first and second substances,
the determining unit adopts a distributed processing mode to perform modular division processing on the target requirements of the user, and the modular division processing comprises the following steps:
the matching module is used for sending the received target requirement of the user to the processing module under the condition of receiving the target requirement of the user;
the processing module is used for performing modular division processing on the target requirements of the user under the condition of receiving the target requirements of the user to obtain a modular division result as sub-target requirements; modular division results are fed back to the matching module;
and the number of the first and second groups,
the determining unit simultaneously sends and processes more than one sub-target requirement in parallel, and comprises the following steps:
and the processing module is also used for simultaneously sending and parallel processing according to the modular division result to obtain the linkage control instruction of more than one subsystem.
3. The coordinated control device according to claim 2, wherein the processing module comprises: the system comprises an analysis module, a logic module and a processing module;
wherein the content of the first and second substances,
the processing module carries out modularization division processing to user's target demand, includes:
the analysis module is used for analyzing the target requirement of the user under the condition of receiving the target requirement of the user to obtain an analysis result and feeding the obtained analysis result back to the matching module; the analysis result comprises more than one subsystem module in the building system, and the more than one subsystem module are correlated with each other;
the matching module is also used for performing modular division processing on each subsystem module in the analysis result under the condition of receiving the analysis result to obtain a logic part and a processing part of each subsystem module as sub-target requirements; the logic part of each subsystem module is issued to the logic module, and the processing part of each subsystem module is issued to the processing part;
and the number of the first and second groups,
the processing module sends and parallel processing simultaneously according to modularization division result, includes:
the logic module is used for carrying out logic processing on the logic part of each subsystem module under the condition of receiving the logic part of each subsystem module to obtain a logic processing result and transmitting the logic processing result to the processing module;
the processing module is used for carrying out protocol conversion processing on the logic processing result of each subsystem module under the condition of receiving the processing part of each subsystem module and the logic processing result of each subsystem module to obtain a protocol conversion processing result; and generating the linkage control instruction of the processing part of each subsystem module according to the protocol conversion processing result.
4. The coordinated control device according to claim 3, wherein the analysis module comprises: more than one sub-analysis module, one sub-analysis module corresponding to one analysis model; one or more analytical models, comprising: a user profile analysis model, a user behavior path analysis model, a click analysis model, a behavior event analysis model, and/or a user motivation analysis model;
the analysis module analyzes the target requirement of the user and comprises the following steps:
calling more than one analysis model in the analysis module; and analyzing the target requirements of the user by using more than one analysis model to obtain an analysis result.
5. The linkage control device according to claim 4, wherein the analysis module analyzes the user's target requirements using one or more analysis models, comprising:
extracting target words of target demands and occurrence frequency of the target words by using a user behavior analysis model, and performing behavior prediction analysis based on the target words of the target demands and the occurrence frequency of the target words to realize behavior analysis of users to obtain behavior analysis results;
and then, comprehensively analyzing the interest characteristics, the position characteristics, the equipment attributes, the behavior attributes and/or the population attributes of the user according to the behavior analysis result by using the user portrait analysis model to obtain an analysis result.
6. A building management system, comprising: a linkage control device according to any one of claims 1 to 5.
7. A method of coordinated control of a building management system according to claim 6, comprising:
receiving a target requirement of a user through a receiving unit;
the method comprises the steps that through a determining unit, based on received target requirements of users, the target requirements of the users are subjected to modularized division processing in a distributed processing mode, and more than one sub-target requirements are obtained; simultaneously sending and parallel processing more than one sub-target requirement to obtain linkage control instructions of more than one subsystem;
and sending a starting instruction to the subsystems through the execution unit based on the linkage control instruction of the subsystems so as to enable the subsystems to control the bottom equipment of the subsystems to start and operate based on the starting instruction.
8. The building management system linkage control method according to claim 7, wherein,
the target requirements of the users are subjected to modularized division processing in a distributed processing mode through the determining unit, and the modularized division processing method comprises the following steps:
through the matching module, under the condition of receiving the target requirement of the user, the received target requirement of the user is sent to the processing module;
through the processing module, under the condition that the target requirements of the user are received, the target requirements of the user are subjected to modular division processing to obtain a modular division result which is used as a sub-target requirement; modular division results are fed back to the matching module;
and the number of the first and second groups,
the method for simultaneously sending and processing more than one sub-target requirement in parallel through the determining unit comprises the following steps:
and simultaneously sending and parallel processing are carried out according to the modularization division result through the processing module, so that the linkage control instruction of more than one subsystem is obtained.
9. The building management system linkage control method according to claim 8, wherein,
the target requirement of the user is divided into a plurality of modules through the processing module, and the method comprises the following steps:
analyzing the target requirement of the user by the analysis module under the condition of receiving the target requirement of the user to obtain an analysis result, and feeding back the obtained analysis result to the matching module; the analysis result comprises more than one subsystem module in the building system, and the more than one subsystem module are correlated with each other;
by the matching module, under the condition that the analysis result is received, each subsystem module in the analysis result is subjected to modular division processing to obtain a logic part and a processing part of each subsystem module, and the logic part and the processing part serve as sub-target requirements; the logic part of each subsystem module is issued to the logic module, and the processing part of each subsystem module is issued to the processing part;
and the number of the first and second groups,
carry out simultaneous transmission and parallel processing according to modularization division result through processing module, include:
through the logic module, under the condition of receiving the logic part of each subsystem module, performing logic processing on the logic part of each subsystem module to obtain a logic processing result, and transmitting the logic processing result to the processing module;
through the processing module, under the condition of receiving the processing part of each subsystem module and the logic processing result of each subsystem module, performing protocol conversion processing on the logic processing result of each subsystem module to obtain a protocol conversion processing result; and generating the linkage control instruction of the processing part of each subsystem module according to the protocol conversion processing result.
10. The method of claim 9, wherein the analysis module comprises: more than one sub-analysis module, one sub-analysis module corresponding to one analysis model; one or more analytical models, comprising: a user profile analysis model, a user behavior path analysis model, a click analysis model, a behavior event analysis model, and/or a user motivation analysis model;
analyzing the target requirement of the user through an analysis module, wherein the analysis module comprises the following steps:
calling more than one analysis model in the analysis module; and analyzing the target requirements of the user by using more than one analysis model to obtain an analysis result.
11. The method of claim 10, wherein analyzing the user's target requirements using one or more analysis models via an analysis module comprises:
extracting target words of target demands and occurrence frequency of the target words by using a user behavior analysis model, and performing behavior prediction analysis based on the target words of the target demands and the occurrence frequency of the target words to realize behavior analysis of users to obtain behavior analysis results;
and then, comprehensively analyzing the interest characteristics, the position characteristics, the equipment attributes, the behavior attributes and/or the population attributes of the user according to the behavior analysis result by using the user portrait analysis model to obtain an analysis result.
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