CN116148585A - Electric power monitoring system and method for caravan based on artificial intelligence - Google Patents

Electric power monitoring system and method for caravan based on artificial intelligence Download PDF

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Publication number
CN116148585A
CN116148585A CN202310430428.9A CN202310430428A CN116148585A CN 116148585 A CN116148585 A CN 116148585A CN 202310430428 A CN202310430428 A CN 202310430428A CN 116148585 A CN116148585 A CN 116148585A
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electric equipment
motor home
electric
module
power
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CN116148585B (en
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姜万强
邱英杰
赵宗刚
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Shandong Shituo Caravan Group Co ltd
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Shandong Shituo Caravan Group Co ltd
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R16/00Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for
    • B60R16/02Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric constitutive elements
    • B60R16/023Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric constitutive elements for transmission of signals between vehicle parts or subsystems
    • B60R16/0231Circuits relating to the driving or the functioning of the vehicle
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/005Testing of electric installations on transport means
    • G01R31/006Testing of electric installations on transport means on road vehicles, e.g. automobiles or trucks
    • G01R31/007Testing of electric installations on transport means on road vehicles, e.g. automobiles or trucks using microprocessors or computers
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/36Arrangements for testing, measuring or monitoring the electrical condition of accumulators or electric batteries, e.g. capacity or state of charge [SoC]
    • G01R31/382Arrangements for monitoring battery or accumulator variables, e.g. SoC

Abstract

The invention relates to the technical field of electric digital data processing, in particular to a motor home electric power monitoring system and method based on artificial intelligence, comprising the following steps: the control terminal is a main control terminal of the system and is used for sending out an execution command; the acquisition module is used for acquiring real-time electricity utilization data of electric equipment on the motor home; the storage module is used for receiving the real-time electricity utilization data of the electric equipment on the motor home acquired by the acquisition module and storing the electricity utilization data of the electric equipment; this through the collection to the power consumption data and the monitoring of state of the last consumer of car as a house, the consumer on the car as a house has been analyzed to further solved the actual power consumption rate of the consumer on the car as a house, manage the electric power system of car as a house with the actual power consumption rate of consumer, can make car as a house user can more convenient and fast and real-time understanding electric power system's on the car as a house real-time power condition, so that car as a house user better carries out more suitable planning to the electric power of storing in the electric power system and uses.

Description

Electric power monitoring system and method for caravan based on artificial intelligence
Technical Field
The invention relates to the technical field of electric digital data processing, in particular to a motor home electric power monitoring system and method based on artificial intelligence.
Background
The motor home is a fashion facility vehicle type introduced from abroad, and the household facilities on the motor home are as follows: furniture and electrical appliances such as bedding, stoves, refrigerators, cabinets, sofas, dining chairs, washing facilities, air conditioners, televisions, sounds and the like can be divided into driving areas, living areas, bedroom areas, sanitary areas, kitchen areas and the like, and the caravan is a product integrating clothes, food, living and traveling into a whole, and realizing traveling in life and living in traveling.
However, at present, most of electric equipment on a motor home is powered by a vehicle-mounted storage battery to realize operation, and due to the power supply mode, when the electric equipment on the motor home is used, reasonable planning is needed, so that electricity is saved as much as possible, and the energy consumption of the vehicle-mounted storage battery is avoided.
Disclosure of Invention
Aiming at the defects in the prior art, the invention provides a motor home power monitoring system and method based on artificial intelligence, which solve the technical problems in the background art.
In order to achieve the above purpose, the invention is realized by the following technical scheme:
in a first aspect, an artificial intelligence based electric power monitoring system for a recreational vehicle includes:
the control terminal is a main control terminal of the system and is used for sending out an execution command;
the acquisition module is used for acquiring real-time electricity utilization data of electric equipment on the motor home;
the storage module is used for receiving the real-time electricity utilization data of the electric equipment on the motor home acquired by the acquisition module and storing the electricity utilization data of the electric equipment;
the calculation module is used for traversing the electricity utilization data of the electric equipment stored in the storage module, calling the electricity utilization data of the electric equipment stored in the storage module, and calculating the electricity utilization rate of each electric equipment by using the called electricity utilization data of the electric equipment;
the analysis module is used for acquiring electric equipment running on the current motor home from a monitoring unit arranged at the lower level of the acquisition module, acquiring real-time electricity storage balance data of a storage battery arranged on the motor home from the storage module, and analyzing the residual sustainable running time of the electric equipment running on the current motor home by applying the electric equipment power utilization rate obtained by the calculation module;
the feedback module is used for receiving the residual sustainable operation time of the electric equipment operated on the motor home, which is obtained by the analysis of the analysis module, and sending the received data to the control terminal;
and the system end user reads the residual sustainable operation time of the electric equipment operated on the motor home on the control terminal.
Still further, the acquisition module is provided with the submodule in the lower level, includes:
the monitoring unit is used for monitoring the open-close state of the electric equipment on the motor home;
the marking unit is used for distinguishing and marking a connecting circuit of electric equipment on the motor home;
the solar energy panel is electrically connected with the storage battery through a medium, the storage battery is electrically connected with each electric device through the medium, the monitoring unit is arranged on a circuit which is connected with the electric devices and the storage battery, and the detecting unit monitors the opening and closing state of the electric devices on the caravan, namely monitors disconnection of the circuit which is connected with the electric devices and the storage battery.
Still further, the electric equipment power consumption data stored by the storage module includes: the electric equipment opening and closing state and the corresponding timestamp of the opening and closing state, the distinguishing mark of the electric equipment for switching the opening and closing, and the real-time storage power level of a storage battery arranged on the motor home.
Still further, the computing module is internally provided with a sub-module, including:
the identification unit is used for identifying the electricity utilization data of the electric equipment with the same distinguishing mark in the storage module;
when the calculation module operates, each distinguishing mark is used as a processing target of the identification unit, electric equipment power consumption data containing the same distinguishing mark or two distinguishing marks is obtained, and further, two groups of electric equipment power consumption data containing the least distinguishing mark are selected from the obtained electric equipment power consumption data containing the same distinguishing mark or two distinguishing marks as calculation targets to calculate the power consumption rate of the electric equipment.
Further, when the identification unit performs calculation target selection, the difference value of the distinguishing marks contained in the power consumption data of the two groups of selected power consumption equipment is 1;
the calculation formula of the electricity utilization rate of the electric equipment is as follows:
Figure SMS_1
(1)
Figure SMS_2
(2)
in the method, in the process of the invention,
Figure SMS_3
the storage battery power is the storage battery power of the electric equipment x, y and z when being started; />
Figure SMS_5
The storage battery power is the storage battery power of the electric equipment x, y and z after being closed; />
Figure SMS_7
Starting a time stamp for the electric equipment x, y and z; />
Figure SMS_9
Closing the time stamp for the electric equipment x, y and z;
Figure SMS_10
the power utilization rate total value of the power utilization equipment x, y and z; />
Figure SMS_12
For accumulators when powered device x, y is turned onThe electric power storage allowance; />
Figure SMS_14
The storage battery power is the storage battery power of the electric equipment x and y after being closed; />
Figure SMS_4
Starting a time stamp for the electric equipment x and y; />
Figure SMS_6
Closing a time stamp for the electric equipment x and y; />
Figure SMS_8
The total value of the power utilization rate of the power utilization equipment x and y; the power utilization rate of the electric equipment z obtained by the method is +.>
Figure SMS_11
And->
Figure SMS_13
Is a difference in (2); the values of the letters in the formula (1) and the formula (2) are respectively derived from the electricity utilization data of the two groups of electric equipment selected by the identification unit (41).
Further, the calculation module continues to operate until the electricity utilization rate of all the electric equipment on the motor home is obtained.
Furthermore, the analysis module manually edits and sets the operation refreshing frequency by a system end user, and the operation refreshing frequency is initially set to be 1 min/time.
Further, the feedback module synchronously sends the electric equipment which is recommended to be closed and runs on the motor home to the control terminal when sending the residual sustainable running time of the electric equipment which runs on the motor home to the control terminal;
when the feedback module sends the electric equipment which is recommended to be closed and runs on the motor home to the control terminal, the opening and closing states of the electric equipment and corresponding time stamps of the opening and closing states of the electric equipment are read in the storage module, the electric equipment which runs on the motor home at present is used as a searching target, the running time total value of the electric equipment which corresponds to each searching target is obtained according to the opening and closing states of the electric equipment which corresponds to the searching target and is stored in the storage module, and the electric equipment with the smallest running time total value in the electric equipment is used as a recommended closing target.
Furthermore, the control terminal is electrically connected with an acquisition module through a medium, the lower level of the acquisition module is electrically connected with a monitoring unit and a marking unit through the medium, the acquisition module is electrically connected with a storage module through the medium, the storage module is electrically connected with the monitoring unit and the marking unit through the medium, the storage module is electrically connected with a calculation module through the medium, the inside of the calculation module is electrically connected with an identification unit through the medium, and the calculation module is electrically connected with an analysis module and a feedback module through the medium.
In a second aspect, an artificial intelligence-based electric power monitoring method for a motor home includes the steps of:
step 1: monitoring the running state of electric equipment on the motor home and the storage battery power level of a storage battery on the motor home in real time;
step 2: storing the data monitored in the step 1, and calculating the actual running electricity utilization rate of each electric equipment on the motor home by using the stored data;
step 3: acquiring electric equipment operated on the current motor home, and obtaining the residual operable time of the electric equipment operated on the current motor home according to the actual operation electricity utilization rate of the electric equipment;
step 4: and (3) receiving the residual operable time of the electric equipment operated on the current motor home, which is obtained in the step (3), feeding back to the user, and synchronously feeding back the electric equipment recommended to be closed to the user side.
Compared with the known public technology, the technical scheme provided by the invention has the following beneficial effects:
1. the invention provides an artificial intelligence-based electric power monitoring system for a motor home, which is used for analyzing electric equipment on the motor home through acquisition of electric data and monitoring of state of the electric equipment on the motor home, further solving actual electric rate of the electric equipment on the motor home, and managing an electric power system of the motor home according to the actual electric rate of the electric equipment, so that a motor home user can know real-time electric power conditions of the electric power system on the motor home more conveniently, rapidly and in real time, and the motor home user can plan electric power stored in the electric power system more conveniently.
2. When the system is operated, the operation state of each electric equipment on the motor home can be monitored and recorded in real time through the electric power system (namely the vehicle-mounted storage battery) arranged in the motor home, and when the energy storage in the electric power system of the motor home is insufficient, the system can autonomously provide the electric equipment recommended to be closed to be sent to the motor home user so as to be referred by the motor home user, and the operation tasks of each electric equipment on the motor home can be ensured to be ensured as safe as possible under the state of the insufficient energy storage of the electric power system.
3. The invention provides an artificial intelligence-based electric power monitoring method for a motor home, which is implemented through steps in the method, can further maintain the stability of system operation, and can further improve the accuracy of data provided by the system to a motor home user through real-time refreshing correction under the system operation state, so that the motor home user can manage electric equipment on the motor home according to the read data more effectively and reliably.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below. It is evident that the drawings in the following description are only some embodiments of the present invention and that other drawings may be obtained from these drawings without inventive effort for a person of ordinary skill in the art.
FIG. 1 is a schematic diagram of a motor home power monitoring system based on artificial intelligence;
FIG. 2 is a schematic flow chart of an artificial intelligence based method for monitoring electric power of a motor home;
reference numerals in the drawings represent respectively: 1. a control terminal; 2. an acquisition module; 21. a monitoring unit; 22. a marking unit; 3. a storage module; 4. a computing module; 41. an identification unit; 5. an analysis module; 6. and a feedback module.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention more clear, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. It will be apparent that the described embodiments are some, but not all, embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
The invention is further described below with reference to examples.
Example 1: an artificial intelligence-based electric power monitoring system and method for a motor home in this embodiment, as shown in fig. 1, includes:
the control terminal 1 is a main control end of the system and is used for sending out an execution command;
the acquisition module 2 is used for acquiring real-time electricity utilization data of electric equipment on the motor home;
the storage module 3 is used for receiving the real-time electricity utilization data of the electric equipment on the motor home acquired by the acquisition module 2 and storing the electricity utilization data of the electric equipment;
the calculation module 4 is used for traversing the electricity consumption data of the electric equipment stored in the storage module 3, calling the electricity consumption data of the electric equipment stored in the storage module 3, and calculating the electricity consumption rate of each electric equipment by using the called electricity consumption data of the electric equipment;
the analysis module 5 is used for acquiring electric equipment running on the current motor home in a monitoring unit 21 arranged at the lower stage of the acquisition module 2, acquiring real-time electricity storage residual data of a storage battery arranged on the motor home in the storage module 3, and analyzing the residual sustainable running time of the electric equipment running on the current motor home by applying the electric equipment electricity utilization rate obtained by the calculation module 4;
the feedback module 6 is used for receiving the residual sustainable operation time of the electric equipment operated on the motor home obtained by the analysis of the analysis module 5 and sending the received data to the control terminal 1;
the system end user reads the residual sustainable operation time of the electric equipment operated on the motor home on the control terminal 1;
the acquisition module 2 is provided with the submodule in the next stage, includes:
a monitoring unit 21 for monitoring an open/close state of electric equipment on the motor home;
a marking unit 22, configured to distinguish and mark a connection circuit of electric equipment on the caravan;
wherein, solar panel, battery and consumer have been disposed to the electrical property on the car as a house, solar panel passes through medium electric connection with the battery, and the battery passes through the medium electrical property and is connected with each consumer, and on monitoring unit 21 disposed and consumer and battery interconnect's the circuit, the detection unit 21 monitors the open and close state of consumer on the car as a house, monitors consumer and battery interconnect circuit's disconnection.
In this embodiment, the control terminal 1 controls the acquisition module 2 to acquire real-time electricity consumption data of the electric equipment on the electric car, the storage module 3 synchronously receives the real-time electricity consumption data of the electric equipment on the electric car acquired by the acquisition module 2, stores the electricity consumption data of the electric equipment, the calculation module 4 is arranged in a rear-mounted mode to traverse the electricity consumption data of the electric equipment stored in the storage module 3, the electricity consumption data of the electric equipment stored in the storage module 3 is used for acquiring the electricity consumption rate of each electric equipment, the analysis module 5 acquires the electric equipment operated on the current electric car in the monitoring unit 21 arranged at the lower stage of the acquisition module 2, acquires the real-time electricity storage balance data of the storage battery arranged on the electric car in the storage module 3, the electricity consumption rate of the electric equipment calculated by the calculation module 4 is used for analyzing the residual sustainable operation time of the electric equipment operated on the current electric car, and finally the feedback module 6 is used for receiving the residual sustainable operation time of the electric equipment operated on the electric car obtained by analysis, and the analysis module 5 is used for transmitting the received data to the control terminal 1;
in addition, the configuration and deployment of the system can be further assisted by the sub-module arranged at the lower stage of the acquisition module 2, so that necessary data support is provided for the operation of the system.
Example 2: on the aspect of implementation, on the basis of embodiment 1, this embodiment further specifically describes, with reference to fig. 1, an artificial intelligence-based electric power monitoring system for a motor home in embodiment 1:
the electricity consumption data of the electric equipment stored in the storage module 3 comprises: the electric equipment opening and closing state and the corresponding timestamp of the opening and closing state, the distinguishing mark of the electric equipment for switching the opening and closing, and the real-time storage power level of a storage battery arranged on the motor home.
As shown in fig. 1, the computing module 4 is internally provided with a sub-module, including:
the identifying unit 41 is configured to identify electricity consumption data of the electric equipment that contains the same distinguishing mark in the storage module 3;
when the computing module 4 operates, each distinguishing mark is used as a processing target of the identifying unit 41, the electricity consumption data of the electric equipment containing the same distinguishing mark or two distinguishing marks is obtained, and further, two groups of electricity consumption data of the electric equipment containing the least distinguishing mark are selected from the obtained electricity consumption data of the electric equipment containing the same distinguishing mark or two distinguishing marks as computing targets to compute the electricity consumption rate of the electric equipment.
As shown in fig. 1, when the identification unit 41 performs calculation target selection, the difference value of the distinguishing marks included in the power consumption data of the two selected groups of electric equipment is 1;
the calculation formula of the electricity utilization rate of the electric equipment is as follows:
Figure SMS_15
(1)
Figure SMS_16
(2)
in the method, in the process of the invention,
Figure SMS_18
the storage battery power is the storage battery power of the electric equipment x, y and z when being started; />
Figure SMS_20
The storage battery power is the storage battery power of the electric equipment x, y and z after being closed; />
Figure SMS_22
Starting a time stamp for the electric equipment x, y and z; />
Figure SMS_23
Closing the time stamp for the electric equipment x, y and z;
Figure SMS_25
the power utilization rate total value of the power utilization equipment x, y and z; />
Figure SMS_26
The storage battery power is the storage battery power of the electric equipment x and y when being started; />
Figure SMS_27
The storage battery power is the storage battery power of the electric equipment x and y after being closed; />
Figure SMS_17
Starting a time stamp for the electric equipment x and y; />
Figure SMS_19
Closing a time stamp for the electric equipment x and y; />
Figure SMS_21
The total value of the power utilization rate of the power utilization equipment x and y; the power utilization rate of the electric equipment z obtained by the method is +.>
Figure SMS_24
And->
Figure SMS_28
Is a difference in (2); the values of the letters in the formula (1) and the formula (2) are respectively derived from the electricity utilization data of the two groups of electric equipment selected by the identification unit (41).
Through the arrangement, the actual electricity utilization rate of the electric equipment deployed on the motor home can be obtained, so that necessary data support is provided for system operation, and meanwhile, data reference is provided for motor home users, so that the motor home users can conveniently and subsequently improve the configuration of the motor home.
As shown in fig. 1, the calculation module 4 continues to run until the electricity utilization rate of all the consumers on the motor home is determined.
As shown in fig. 1, the analysis module 5 manually edits and sets an operation refresh frequency by a system end user, and the operation refresh frequency is initially set to 1 min/time.
As shown in fig. 1, when sending the remaining sustainable operation time of the electric equipment operated on the caravan to the control terminal 1, the feedback module 6 synchronously sends the electric equipment operated on the caravan recommended to be closed to the control terminal 1;
when sending the electric equipment running on the electric car recommended to be closed to the control terminal 1, the feedback module 6 reads the opening and closing states of the electric equipment and the corresponding time stamps of the opening and closing states in the storage module 3, uses the electric equipment running on the electric car as a searching target, obtains the running time total value of the electric equipment corresponding to each searching target according to the opening and closing states of the electric equipment corresponding to the searching target stored in the storage module 3, and uses the electric equipment with the smallest running time total value as the recommended closing target.
Through the arrangement, the storage battery on the motor home can be used in the process of storing electric energy, and when the electric energy is insufficient, the electric equipment is recommended to be closed by providing references for the motor home user, so that the motor home user can perform adaptive security operation on the running task of the electric equipment currently running in the state that the storage battery on the motor home is insufficient.
As shown in fig. 1, a control terminal 1 is electrically connected with an acquisition module 2 through a medium, a monitoring unit 21 and a marking unit 22 are electrically connected with the lower stage of the acquisition module 2 through the medium, the acquisition module 2 is electrically connected with a storage module 3 through the medium, the storage module 3 is electrically connected with the monitoring unit 21 and the marking unit 22 through the medium, the storage module 3 is electrically connected with a calculation module 4 through the medium, an identification unit 41 is electrically connected with the inside of the calculation module 4 through the medium, and the calculation module 4 is electrically connected with an analysis module 5 and a feedback module 6 through the medium.
Example 3: on the aspect of implementation, on the basis of embodiment 1, this embodiment further specifically describes an artificial intelligence-based electric power monitoring system for a recreational vehicle in embodiment 1 with reference to fig. 2:
an electric power monitoring method of a motor home based on artificial intelligence comprises the following steps:
step 1: monitoring the running state of electric equipment on the motor home and the storage battery power level of a storage battery on the motor home in real time;
step 2: storing the data monitored in the step 1, and calculating the actual running electricity utilization rate of each electric equipment on the motor home by using the stored data;
step 3: acquiring electric equipment operated on the current motor home, and obtaining the residual operable time of the electric equipment operated on the current motor home according to the actual operation electricity utilization rate of the electric equipment;
step 4: and (3) receiving the residual operable time of the electric equipment operated on the current motor home, which is obtained in the step (3), feeding back to the user, and synchronously feeding back the electric equipment recommended to be closed to the user side.
In summary, the system in the above embodiment analyzes the electricity consumption data of the electric equipment on the electric car, further obtains the actual electricity consumption rate of the electric equipment on the electric car, and manages the electric power system of the electric car with the actual electricity consumption rate of the electric equipment, so that the electric car user can know the real-time electric power condition of the electric power system on the electric car more conveniently, rapidly and in real time, and the electric power stored in the electric power system can be planned and used more conveniently by the electric car user; in addition, when the system is operated, the operation state of each electric equipment on the motor home can be monitored and recorded in real time through the electric power system (namely the vehicle-mounted storage battery) arranged in the motor home, and when the energy storage in the electric power system of the motor home is insufficient, the system can autonomously provide the electric equipment recommended to be closed to be sent to the motor home user so as to be referred by the motor home user, and the operation tasks of each electric equipment on the motor home can be ensured to be as safe as possible under the state of insufficient energy storage in the electric power system; on the other hand, by executing the steps of the method provided in the embodiment, the running stability of the system can be further maintained, and meanwhile, in the running state of the system, the accuracy of the data provided by the system to the motor home user can be further improved through real-time refreshing correction, so that the operation of the motor home user for managing the electric equipment on the motor home according to the read data is more effective and reliable.
The above embodiments are only for illustrating the technical solution of the present invention, and are not limiting; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims (10)

1. An artificial intelligence-based electric power monitoring system for a motor home, comprising:
the control terminal (1) is a main control end of the system and is used for sending out an execution command;
the acquisition module (2) is used for acquiring real-time electricity utilization data of electric equipment on the motor home;
the storage module (3) is used for receiving the real-time electricity utilization data of the electric equipment on the motor home acquired by the acquisition module (2) and storing the electricity utilization data of the electric equipment;
the calculation module (4) is used for traversing the electricity utilization data of the electric equipment stored in the storage module (3), calling the electricity utilization data of the electric equipment stored in the storage module (3), and calculating the electricity utilization rate of each electric equipment by using the called electricity utilization data of the electric equipment;
the analysis module (5) is used for acquiring electric equipment running on the current motor home in a monitoring unit (21) arranged at the lower stage of the acquisition module (2), acquiring real-time electricity storage residual data of a storage battery arranged on the motor home in the storage module (3), and analyzing the residual sustainable running time of the electric equipment running on the current motor home by applying the electric equipment power utilization rate obtained by the calculation module (4);
the feedback module (6) is used for receiving the residual sustainable running time of the electric equipment running on the motor home obtained by the analysis of the analysis module (5), and sending the received data to the control terminal (1);
the system end user reads the residual sustainable running time of the electric equipment running on the motor home on the control terminal (1).
2. The electric power monitoring system for a motor home based on artificial intelligence according to claim 1, wherein the acquisition module (2) is provided with a sub-module at a lower stage, comprising:
the monitoring unit (21) is used for monitoring the open-close state of electric equipment on the motor home;
the marking unit (22) is used for distinguishing and marking a connecting circuit of electric equipment on the motor home;
the solar energy panel is electrically connected with the storage battery through a medium, the storage battery is electrically connected with each electric device through the medium, the monitoring unit (21) is arranged on a circuit which is connected with the electric devices and the storage battery, and the detecting unit (21) monitors the opening and closing state of the electric devices on the caravan, namely monitors disconnection of the circuit which is connected with the electric devices and the storage battery.
3. The electric power monitoring system for a motor home based on artificial intelligence according to claim 1, wherein the electric power consumption data of the electric equipment stored in the storage module (3) comprises: the electric equipment opening and closing state and the corresponding timestamp of the opening and closing state, the distinguishing mark of the electric equipment for switching the opening and closing, and the real-time storage power level of a storage battery arranged on the motor home.
4. An artificial intelligence based electric power monitoring system for a motor home according to claim 1, characterized in that the computing module (4) is internally provided with sub-modules comprising:
the identification unit (41) is used for identifying the electricity utilization data of the electric equipment with the same distinguishing mark in the storage module (3);
when the calculation module (4) operates, each distinguishing mark is used as a processing target of the identification unit (41), electric equipment power utilization data containing the same distinguishing mark or two distinguishing marks is obtained, and further, two groups of electric equipment power utilization data containing the least distinguishing mark are selected from the obtained electric equipment power utilization data containing the same distinguishing mark or two distinguishing marks as calculation targets to calculate the power utilization rate of the electric equipment.
5. The electric power monitoring system for motor home based on artificial intelligence according to claim 4, wherein the identification unit (41) performs the calculation target selection, and the difference value of the distinguishing marks contained in the two groups of electric power consumption data of the selected electric power consumption device is 1;
the calculation formula of the electricity utilization rate of the electric equipment is as follows:
Figure QLYQS_1
(1)/>
Figure QLYQS_2
(2)
in the method, in the process of the invention,
Figure QLYQS_4
the storage battery power is the storage battery power of the electric equipment x, y and z when being started; />
Figure QLYQS_6
The storage battery power is the storage battery power of the electric equipment x, y and z after being closed; />
Figure QLYQS_8
Starting a time stamp for the electric equipment x, y and z; />
Figure QLYQS_10
Closing the time stamp for the electric equipment x, y and z; />
Figure QLYQS_11
The power utilization rate total value of the power utilization equipment x, y and z; />
Figure QLYQS_13
The storage battery power is the storage battery power of the electric equipment x and y when being started; />
Figure QLYQS_14
The storage battery power is the storage battery power of the electric equipment x and y after being closed; />
Figure QLYQS_3
Starting a time stamp for the electric equipment x and y; />
Figure QLYQS_5
Closing a time stamp for the electric equipment x and y; />
Figure QLYQS_7
The total value of the power utilization rate of the power utilization equipment x and y; the power utilization rate of the electric equipment z obtained by the method is +.>
Figure QLYQS_9
And->
Figure QLYQS_12
Is a difference in (2); the values of the letters in the formula (1) and the formula (2) are respectively derived from the electricity utilization data of the two groups of electric equipment selected by the identification unit (41).
6. An artificial intelligence based electric power monitoring system for a motor home according to claim 1, characterized in that the calculation module (4) continues to run until the power utilization rate of all the electric devices on the motor home is found.
7. The electric power monitoring system of the motor home based on the artificial intelligence according to claim 1, wherein the analysis module (5) manually edits and sets an operation refreshing frequency by a system end user, and the operation refreshing frequency is initially set to be 1 min/time.
8. The electric power monitoring system of the motor home based on the artificial intelligence according to claim 1, wherein the feedback module (6) synchronously sends the electric equipment which recommends to be closed and runs on the motor home to the control terminal (1) when sending the residual sustainable running time of the electric equipment which runs on the motor home to the control terminal (1);
when the feedback module (6) sends the electric equipment which is recommended to be closed and runs on the motor home to the control terminal (1), the opening and closing states of the electric equipment and corresponding time stamps of the opening and closing states are read in the storage module (3), the electric equipment which runs on the motor home at present is used as a searching target, the running time total value of the electric equipment which corresponds to each searching target is obtained according to the opening and closing state corresponding time stamps of the electric equipment which corresponds to the searching target and is stored in the storage module (3), and the electric equipment with the smallest running time total value in the electric equipment is used as a recommended closing target.
9. The electric power monitoring system for the motor home based on the artificial intelligence according to claim 1, wherein the control terminal (1) is electrically connected with the acquisition module (2) through a medium, the lower stage of the acquisition module (2) is electrically connected with the monitoring unit (21) and the marking unit (22) through the medium, the acquisition module (2) is electrically connected with the storage module (3) through the medium, the storage module (3) is electrically connected with the monitoring unit (21) and the marking unit (22) through the medium, the storage module (3) is electrically connected with the calculation module (4) through the medium, the inside of the calculation module (4) is electrically connected with the identification unit (41) through the medium, and the calculation module (4) is electrically connected with the analysis module (5) and the feedback module (6) through the medium.
10. An artificial intelligence-based method for monitoring electric power of a motor home, the method being implemented by the artificial intelligence-based motor home electric power monitoring system according to any one of claims 1 to 9, and comprising the steps of:
step 1: monitoring the running state of electric equipment on the motor home and the storage battery power level of a storage battery on the motor home in real time;
step 2: storing the data monitored in the step 1, and calculating the actual running electricity utilization rate of each electric equipment on the motor home by using the stored data;
step 3: acquiring electric equipment operated on the current motor home, and obtaining the residual operable time of the electric equipment operated on the current motor home according to the actual operation electricity utilization rate of the electric equipment;
step 4: and (3) receiving the residual operable time of the electric equipment operated on the current motor home, which is obtained in the step (3), feeding back to the user, and synchronously feeding back the electric equipment recommended to be closed to the user side.
CN202310430428.9A 2023-04-21 2023-04-21 Electric power monitoring system and method for caravan based on artificial intelligence Active CN116148585B (en)

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CN102024999A (en) * 2010-11-16 2011-04-20 上海交通大学 Electric car running power management system
CN106413053A (en) * 2016-06-02 2017-02-15 周奇 Mobile terminal and power-saving method thereof
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