CN114348813A - Elevator intelligence management and control system based on artificial intelligence - Google Patents
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Abstract
The invention relates to the field of elevator control, and discloses an artificial intelligence-based elevator intelligent control system, which comprises an elevator information acquisition module, a people flow information acquisition module, a floor acquisition module, a data receiving module, a data processing module, a master control module and an information sending module; the elevator information acquisition module is used for acquiring elevator information, the elevator information comprises elevator quantity information, external elevator stop information received by an elevator, image information in the elevator and real-time bearing information of the elevator, the people flow information acquisition module is used for acquiring the quantity information of people waiting for the elevator, and the floor acquisition module is used for acquiring the quantity information of floors where the elevator is located; the data receiving module is used for receiving elevator information, waiting elevator personnel number information and floor number information and sending the elevator information, the waiting elevator personnel number information and the floor number information to the data processing module; the invention can carry out more intelligent elevator control.
Description
Technical Field
The invention relates to the field of elevator control, in particular to an intelligent elevator control system based on artificial intelligence.
Background
An elevator is a permanent transport device serving a number of specific floors in a building, the cars of which travel in at least two rigid tracks perpendicular to the horizontal or inclined at an angle of less than 15 ° to the vertical. In the running process of the elevator, an intelligent elevator management and control system is needed to regulate and control the elevator.
The existing elevator intelligent management and control system is used in the using process, when the elevator is used in a peak period, after the elevator rises, the elevator which is a single part returns to the first floor, part of the elevator still stops at the high floor, the transportation efficiency of the elevator is slowed down, and the situation that the elevator is stopped continuously easily occurs in the descending process of the elevator, so that physiological discomfort can be caused to passengers, certain influence is brought to the use of the elevator intelligent management and control system, and therefore, the elevator intelligent management and control system based on artificial intelligence is provided.
Disclosure of Invention
The embodiment of the application provides an elevator intelligence management and control system based on artificial intelligence, current elevator intelligence management and control system has been solved, in the use, when the elevator uses the peak period, there is the elevator to rise after, the elevator that all is single return to the first floor, some elevators still can stop at the high level, lead to elevator conveying efficiency to slow down, and the situation that continuous berthing appears in the elevator decline in-process easily takes place, can cause physiological discomfort for the passenger, the technical problem who has brought certain influence for elevator intelligence management and control system's use, the purpose of intelligent regulation and control has been realized, an elevator intelligence management and control system based on artificial intelligence is provided.
The invention solves the technical problems through the following technical scheme, and the elevator traffic information monitoring system comprises an elevator information acquisition module, a people flow information acquisition module, a floor acquisition module, a data receiving module, a data processing module, a master control module and an information sending module;
the elevator information acquisition module is used for acquiring elevator information, the elevator information comprises elevator quantity information, external elevator stop information received by an elevator, image information in the elevator and real-time bearing information of the elevator, the people flow information acquisition module is used for acquiring the quantity information of people waiting for the elevator, and the floor acquisition module is used for acquiring the quantity information of floors where the elevator is located;
the data receiving module is used for receiving elevator information, waiting elevator personnel number information and floor number information and sending the elevator information, the waiting elevator personnel number information and the floor number information to the data processing module, and the data processing module processes the elevator information, the waiting elevator personnel number information and the floor number information to generate elevator classification, first regulation and control information, second regulation and control information, third regulation and control information and elevator standby information;
after the elevator classification information, the first regulation and control information, the second regulation and control information, the third regulation and control information and the elevator standby information are generated, the master control information sending module sends the elevator classification information, the first regulation and control information, the second regulation and control information, the third regulation and control information and the elevator standby information to the corresponding elevators.
Further, the specific processing procedure of the elevator classification information is as follows:
the method comprises the following steps: extracting the collected elevator quantity information and floor quantity information, marking the elevator quantity as M, and marking the floor quantity information as G;
step two: when the floor number information G is larger than the preset floor number information and the elevator number M is larger than the preset number, first classification information is generated;
step three: when the floor number information G is in the range of the preset floor number information, the elevator number M is larger than the preset number or G is larger than the preset floor number information, and the elevator number M is smaller than the preset number, second classification information is generated;
step four: and when the floor number information G is smaller than the preset floor number information and the elevator number M is larger than the preset number, generating third classification information.
Further, the specific content of the first classification information is as follows: the elevators are divided into an A-type elevator, a B-type elevator and a C-type elevator, wherein the A-type elevator only runs on the 1/3G floor at the bottom, the B-type elevator only runs between one floor and the 1/3G floor in the middle, the C-type elevator only runs between one floor and the 1/3G floor at the top, and when the floor cannot be divided by 3, the floor is taken up by 1 floor or taken down by one floor;
the specific content of the second classification information is as follows: the elevators are divided into a C-type elevator and a D-type elevator, wherein the C-type elevator only runs on the 1/2G floor below, and the D-type elevator only runs between one floor and the 1/2G floor above;
the third classification information includes the following specific contents: all elevators are classified into class F, which operates on all floors.
The specific processing process of the first regulation and control information comprises the following steps of extracting collected personnel number information, marking the personnel number information as P, and generating the first regulation and control information when the personnel number information P is greater than a preset value;
the specific content of the first regulation and control information is as follows: all elevators rise to the highest floor of the elevator control command and automatically return to the first floor to wait.
Further, the specific processing procedure of the second regulation and control information is as follows: the method comprises the steps of extracting external elevator stop information received by an elevator in collected elevator information, extracting external control elevator stop information from the external elevator stop information received by the elevator, and when the elevator descends and the received external control elevator stop information has three or more continuous floor information, stopping only two floors in the three continuous floor information of the external control stop by the elevator, and moving another external elevator to the stop floor.
Further, the specific processing procedure of the third regulation and control information is as follows:
s1: extracting the image information in the elevator in the collected elevator information, wherein the image information in the elevator is the characteristic area image information of the bottom plate of the elevator shot downwards from the middle of the top in the elevator;
s2: acquiring the quantity information of the characteristic patterns in the elevator from the characteristic area image information, and marking the quantity information of the characteristic patterns in the elevator as Q;
s3: generating third regulation and control information when the quantity of the characteristic pattern quantity information Q is less than a preset quantity;
s4: extracting elevator real-time bearing information from the elevator information, and marking the elevator real-time bearing information as V1;
s5: an elevator load bearing threshold V2 is set, and the difference value between the elevator real-time load bearing information V1 and the elevator load bearing threshold V2 is calculated to obtain a weight difference VDifference (D)；
S6: when the weight difference VDifference (D)When the weight difference is larger than the preset value, the overweight alarm information of the elevator is generated, and when the weight difference V is larger than the preset valueDifference (D)When the preset value is within the range of the preset value, third regulation and control information is also generated.
Further characterized in that the characteristic region is: dividing an elevator bottom plate nine times into nine squares, wherein each square is provided with a preset pattern;
the specific content of the third regulation and control information is that the elevator does not receive external stop control any more and directly moves to the first floor;
after the elevator overweight alarm information is generated, the elevator door is opened and stops running until the weight in the elevator is reduced to be within the preset value range, and the elevator restarts running.
Further, the specific processing procedure of the elevator standby information is as follows: and extracting the collected information of the number of the persons waiting for the elevator, marking the information as U, and generating elevator standby information when the information U of the number of the persons waiting for the elevator is less than a preset value.
Further, the elevator standby information includes the following specific contents: extracting the classification information of the elevators, wherein when the classification information of the elevators is first classification information, at least one elevator in the class A elevators stops at one floor, at least one elevator stops at the middle-most floor of the class A elevators, at least one elevator in the class B elevators stops at one floor, at least one elevator stops at the middle-most floor of the class B elevators, at least one elevator in the class C elevators stops at one floor, and at least one elevator stops at the middle-most floor of the class C elevators;
when the elevator classification information is second classification information, at least one elevator in the D-type elevators stops at one floor, at least one elevator stops at the middle-most floor of the D-type elevators, at least one elevator in the E-type elevators stops at one floor, and at least one elevator stops at the middle-most floor of the E-type elevators;
when the elevator classification information is third classification information, at least one elevator in the F-type elevators stops at one floor, at least one elevator stops at the middle-most floor of the F-type elevators, and at least one elevator stops at the highest floor of the F-type elevators.
Compared with the prior art, the invention has the following advantages: the elevator intelligent management and control system based on artificial intelligence enables an elevator to run more reasonably among different floors by classifying the elevator according to the floor number information and the elevator number information, thereby effectively improving the elevator running efficiency, reducing the time for waiting for the elevator, and enabling the elevator to quickly return to one floor for personnel transportation when people flow at a high peak time through the set first regulation and control information, thereby reducing the waiting time of passengers, effectively reducing the occurrence of uncomfortable conditions of the passengers caused by continuous stopping of the elevator on a plurality of floors in the descending process through the set second regulation and control information, and avoiding the occurrence of the conditions of stopping when too many people cannot enter the elevator due to insufficient weight by directly operating one floor and not stopping every floor through the set third regulation and control information when too many people exist in the elevator, promote elevator operating efficiency to the elevator is carried out more reasonable floor through the elevator standby information that sets up and is carried out the standby operation, when letting different floors send regulation and control information, allotment elevator that can be quick reachs this floor, is worth using widely more from letting this system.
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Fig. 1 is a system block diagram in the present embodiment.
Detailed Description
The following examples are given for the detailed implementation and specific operation of the present invention, but the scope of the present invention is not limited to the following examples.
The embodiment of the application provides an elevator intelligence management and control system based on artificial intelligence, current elevator intelligence management and control system has been solved, in the use, when the elevator uses the peak period, there is the elevator to rise after, the elevator that all is single return to the first floor, some elevators still can stop at the high level, lead to elevator conveying efficiency to slow down, and the situation that continuous berthing appears easily in the elevator decline in-process takes place, can cause physiological discomfort for the passenger, the technical problem who has brought certain influence for elevator intelligence management and control system's use, the technological effect of intelligent regulation and control has been realized.
As shown in fig. 1, the present embodiment provides a technical solution: an elevator intelligent management and control system based on artificial intelligence comprises an elevator information acquisition module, a people flow information acquisition module, a floor acquisition module, a data receiving module, a data processing module, a master control module and an information sending module;
the elevator information acquisition module is used for acquiring elevator information, the elevator information comprises elevator quantity information, external elevator stop information received by an elevator, image information in the elevator and real-time bearing information of the elevator, the people flow information acquisition module is used for acquiring the quantity information of people waiting for the elevator, and the floor acquisition module is used for acquiring the quantity information of floors where the elevator is located;
the data receiving module is used for receiving elevator information, waiting elevator personnel number information and floor number information and sending the elevator information, the waiting elevator personnel number information and the floor number information to the data processing module, and the data processing module processes the elevator information, the waiting elevator personnel number information and the floor number information to generate elevator classification, first regulation and control information, second regulation and control information, third regulation and control information and elevator standby information;
after the elevator classification information, the first regulation and control information, the second regulation and control information, the third regulation and control information and the elevator standby information are generated, the master control information sending module sends the elevator classification information, the first regulation and control information, the second regulation and control information, the third regulation and control information and the elevator standby information to the corresponding elevators.
The specific processing process of the elevator classification information is as follows:
the method comprises the following steps: extracting the collected elevator quantity information and floor quantity information, marking the elevator quantity as M, and marking the floor quantity information as G;
step two: when the floor number information G is larger than the preset floor number information and the elevator number M is larger than the preset number, first classification information is generated;
step three: when the floor number information G is in the range of the preset floor number information, the elevator number M is larger than the preset number or G is larger than the preset floor number information, and the elevator number M is smaller than the preset number, second classification information is generated;
step four: and when the floor number information G is smaller than the preset floor number information and the elevator number M is larger than the preset number, generating third classification information.
The specific content of the first classification information is as follows: the elevators are divided into an A-type elevator, a B-type elevator and a C-type elevator, wherein the A-type elevator only runs on the 1/3G floor at the bottom, the B-type elevator only runs between one floor and the 1/3G floor in the middle, the C-type elevator only runs between one floor and the 1/3G floor at the top, and when the floor cannot be divided by 3, the floor is taken up by 1 floor or taken down by one floor;
the specific content of the second classification information is as follows: the elevators are divided into a C-type elevator and a D-type elevator, wherein the C-type elevator only runs on the 1/2G floor below, and the D-type elevator only runs between one floor and the 1/2G floor above;
the third classification information includes the following specific contents: all elevators are classified into F types, and the F type elevators operate on all floors;
through carrying out classification to the elevator according to floor quantity information and elevator quantity information, thereby let thereby the elevator more reasonable move effectual elevator operating efficiency that has promoted between the different floors, reduced the time of waiting for the elevator to can be when the people flows the peak period through the first regulation and control information that sets up, let the elevator can be quick get back to the one deck and carry out personnel's transport, thereby reduce passenger latency.
The specific processing process of the first regulation and control information comprises the following steps of extracting collected personnel number information, marking the personnel number information as P, and generating the first regulation and control information when the personnel number information P is larger than a preset value;
the specific content of the first regulation and control information is as follows: all elevators automatically return to the first floor for waiting after ascending to the highest floor of the elevator control command;
through the first regulation and control information that sets up, can let the elevator can be quick get back to the one deck and carry out personnel's transport when the stream of people peak period to reduce passenger latency.
The specific processing process of the second regulation and control information is as follows: the method comprises the steps of extracting external elevator stop information received by an elevator in collected elevator information, extracting external control elevator stop information from the external elevator stop information received by the elevator, and when the elevator descends and the received external control elevator stop information has three or more continuous floor information, stopping only two floors in the three continuous floor information of the external control stop by the elevator, and moving another external elevator to the stop floor.
Through the second regulation and control information, the situation that passengers are uncomfortable due to the fact that the elevator stops continuously on multiple floors in the descending process can be effectively reduced.
The specific processing procedure of the third regulation and control information is as follows:
s1: extracting the image information in the elevator in the collected elevator information, wherein the image information in the elevator is the characteristic area image information of the bottom plate of the elevator shot downwards from the middle of the top in the elevator;
s2: acquiring the quantity information of the characteristic patterns in the elevator from the characteristic area image information, and marking the quantity information of the characteristic patterns in the elevator as Q;
s3: generating third regulation and control information when the quantity of the characteristic pattern quantity information Q is less than a preset quantity;
s4: extracting elevator real-time bearing information from the elevator information, and marking the elevator real-time bearing information as V1;
s5: an elevator load bearing threshold V2 is set, and the difference value between the elevator real-time load bearing information V1 and the elevator load bearing threshold V2 is calculated to obtain a weight difference VDifference (D)；
S6: when the weight difference VDifference (D)When the weight difference is larger than the preset value, the overweight alarm information of the elevator is generated, and when the weight difference V is larger than the preset valueDifference (D)When the preset value is within the range of the preset value, third regulation and control information is also generated.
The characteristic region is as follows: dividing an elevator bottom plate nine times into nine squares, wherein each square is provided with a preset pattern;
the specific content of the third regulation and control information is that the elevator does not receive external stop control any more and directly moves to the first floor;
after the elevator overweight alarm information is generated, the elevator door is opened and stops running until the weight in the elevator is reduced to be within the preset value range, and the elevator restarts running.
Through the third regulation and control information, when too many people are in the elevator, the elevator can directly run by one floor without stopping by each floor, so that the situation that the elevator still stops when the weight is insufficient but the people are too much and cannot enter is avoided, and the running efficiency of the elevator is improved.
The specific processing process of the elevator standby information is as follows: and extracting the collected information of the number of the persons waiting for the elevator, marking the information as U, and generating elevator standby information when the information U of the number of the persons waiting for the elevator is less than a preset value.
The specific content of the elevator standby information is as follows: extracting the classification information of the elevators, wherein when the classification information of the elevators is first classification information, at least one elevator in the class A elevators stops at one floor, at least one elevator stops at the middle-most floor of the class A elevators, at least one elevator in the class B elevators stops at one floor, at least one elevator stops at the middle-most floor of the class B elevators, at least one elevator in the class C elevators stops at one floor, and at least one elevator stops at the middle-most floor of the class C elevators;
when the elevator classification information is second classification information, at least one elevator in the D-type elevators stops at one floor, at least one elevator stops at the middle-most floor of the D-type elevators, at least one elevator in the E-type elevators stops at one floor, and at least one elevator stops at the middle-most floor of the E-type elevators;
when the elevator classification information is third classification information, at least one elevator in the F-type elevators stops at one floor, at least one elevator stops at the middle-most floor of the F-type elevators, and at least one elevator stops at the highest floor of the F-type elevators.
The elevator is enabled to carry out more reasonable floor standby operation through the set elevator standby information, and when different floors send regulation and control information, the elevator can be rapidly allocated to reach the floors.
Furthermore, the terms "first", "second" and "first" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one such feature. In the description of the present invention, "a plurality" means at least two, e.g., two, three, etc., unless specifically limited otherwise.
In the description herein, references to the description of the term "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
Although embodiments of the present invention have been shown and described above, it is understood that the above embodiments are exemplary and should not be construed as limiting the present invention, and that variations, modifications, substitutions and alterations can be made to the above embodiments by those of ordinary skill in the art within the scope of the present invention.
Claims (9)
1. An elevator intelligent management and control system based on artificial intelligence is characterized by comprising an elevator information acquisition module, a people flow information acquisition module, a floor acquisition module, a data receiving module, a data processing module, a master control module and an information sending module;
the elevator information acquisition module is used for acquiring elevator information, the elevator information comprises elevator quantity information, external elevator stop information received by an elevator, image information in the elevator and real-time bearing information of the elevator, the people flow information acquisition module is used for acquiring the quantity information of people waiting for the elevator, and the floor acquisition module is used for acquiring the quantity information of floors where the elevator is located;
the data receiving module is used for receiving elevator information, waiting elevator personnel number information and floor number information and sending the elevator information, the waiting elevator personnel number information and the floor number information to the data processing module, and the data processing module processes the elevator information, the waiting elevator personnel number information and the floor number information to generate elevator classification, first regulation and control information, second regulation and control information, third regulation and control information and elevator standby information;
after the elevator classification information, the first regulation and control information, the second regulation and control information, the third regulation and control information and the elevator standby information are generated, the master control information sending module sends the elevator classification information, the first regulation and control information, the second regulation and control information, the third regulation and control information and the elevator standby information to the corresponding elevators.
2. The elevator intelligent management and control system based on artificial intelligence of claim 1, characterized in that: the specific processing process of the elevator classification information is as follows:
the method comprises the following steps: extracting the collected elevator quantity information and floor quantity information, marking the elevator quantity as M, and marking the floor quantity information as G;
step two: when the floor number information G is larger than the preset floor number information and the elevator number M is larger than the preset number, first classification information is generated;
step three: when the floor number information G is in the range of the preset floor number information, the elevator number M is larger than the preset number or G is larger than the preset floor number information, and the elevator number M is smaller than the preset number, second classification information is generated;
step four: and when the floor number information G is smaller than the preset floor number information and the elevator number M is larger than the preset number, generating third classification information.
3. The elevator intelligent management and control system based on artificial intelligence of claim 2, characterized in that: the specific content of the first classification information is as follows: the elevators are divided into an A-type elevator, a B-type elevator and a C-type elevator, wherein the A-type elevator only runs on the 1/3G floor at the bottom, the B-type elevator only runs between one floor and the 1/3G floor in the middle, the C-type elevator only runs between one floor and the 1/3G floor at the top, and when the floor cannot be divided by 3, the floor is taken up by 1 floor or taken down by one floor;
the specific content of the second classification information is as follows: the elevators are divided into a C-type elevator and a D-type elevator, wherein the C-type elevator only runs on the 1/2G floor below, and the D-type elevator only runs between one floor and the 1/2G floor above;
the third classification information includes the following specific contents: all elevators are classified into class F, which operates on all floors.
4. The elevator intelligent management and control system based on artificial intelligence of claim 1, characterized in that: the specific processing process of the first regulation and control information comprises the following steps of extracting collected personnel number information, marking the personnel number information as P, and generating the first regulation and control information when the personnel number information P is larger than a preset value;
the specific content of the first regulation and control information is as follows: all elevators rise to the highest floor of the elevator control command and automatically return to the first floor to wait.
5. The elevator intelligent management and control system based on artificial intelligence of claim 1, characterized in that: the specific processing process of the second regulation and control information is as follows: the method comprises the steps of extracting external elevator stop information received by an elevator in collected elevator information, extracting external control elevator stop information from the external elevator stop information received by the elevator, and when the elevator descends and the received external control elevator stop information has three or more continuous floor information, stopping only two floors in the three continuous floor information of the external control stop by the elevator, and moving another external elevator to the stop floor.
6. The elevator intelligent management and control system based on artificial intelligence of claim 1, characterized in that: the specific processing procedure of the third regulation and control information is as follows:
s1: extracting the image information in the elevator in the collected elevator information, wherein the image information in the elevator is the characteristic area image information of the bottom plate of the elevator shot downwards from the middle of the top in the elevator;
s2: acquiring the quantity information of the characteristic patterns in the elevator from the characteristic area image information, and marking the quantity information of the characteristic patterns in the elevator as Q;
s3: generating third regulation and control information when the quantity of the characteristic pattern quantity information Q is less than a preset quantity;
s4: extracting elevator real-time bearing information from the elevator information, and marking the elevator real-time bearing information as V1;
s5: an elevator load bearing threshold V2 is set, and the difference value between the elevator real-time load bearing information V1 and the elevator load bearing threshold V2 is calculated to obtain a weight difference VDifference (D)；
S6: when the weight difference VDifference (D)When the weight difference is larger than the preset value, the overweight alarm information of the elevator is generated, and when the weight difference V is larger than the preset valueDifference (D)When the preset value is within the range of the preset value, third regulation and control information is also generated.
7. The elevator intelligent management and control system based on artificial intelligence of claim 6, characterized in that: the characteristic region is as follows: dividing an elevator bottom plate nine times into nine squares, wherein each square is provided with a preset pattern;
the specific content of the third regulation and control information is that the elevator does not receive external stop control any more and directly moves to the first floor;
after the elevator overweight alarm information is generated, the elevator door is opened and stops running until the weight in the elevator is reduced to be within the preset value range, and the elevator restarts running.
8. The elevator intelligent management and control system based on artificial intelligence of claim 1, characterized in that: the specific processing process of the elevator standby information is as follows: and extracting the collected information of the number of the persons waiting for the elevator, marking the information as U, and generating elevator standby information when the information U of the number of the persons waiting for the elevator is less than a preset value.
9. The elevator intelligent management and control system based on artificial intelligence of claim 1 or 3, characterized in that: the specific content of the elevator standby information is as follows: extracting the classification information of the elevators, wherein when the classification information of the elevators is first classification information, at least one elevator in the class A elevators stops at one floor, at least one elevator stops at the middle-most floor of the class A elevators, at least one elevator in the class B elevators stops at one floor, at least one elevator stops at the middle-most floor of the class B elevators, at least one elevator in the class C elevators stops at one floor, and at least one elevator stops at the middle-most floor of the class C elevators;
when the elevator classification information is second classification information, at least one elevator in the D-type elevators stops at one floor, at least one elevator stops at the middle-most floor of the D-type elevators, at least one elevator in the E-type elevators stops at one floor, and at least one elevator stops at the middle-most floor of the E-type elevators;
when the elevator classification information is third classification information, at least one elevator in the F-type elevators stops at one floor, at least one elevator stops at the middle-most floor of the F-type elevators, and at least one elevator stops at the highest floor of the F-type elevators.
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