CN115356941A - Intelligent home monitoring and control system based on artificial intelligence - Google Patents

Intelligent home monitoring and control system based on artificial intelligence Download PDF

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Publication number
CN115356941A
CN115356941A CN202211022068.0A CN202211022068A CN115356941A CN 115356941 A CN115356941 A CN 115356941A CN 202211022068 A CN202211022068 A CN 202211022068A CN 115356941 A CN115356941 A CN 115356941A
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time
conditioning equipment
air conditioning
real
monitoring
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禹春来
张具琴
李文方
付瑞玲
栗红霞
和非
张红丽
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Huanghe Science and Technology College
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Huanghe Science and Technology College
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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
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

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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)
  • Air Conditioning Control Device (AREA)

Abstract

The invention discloses an intelligent home monitoring and control system based on artificial intelligence, which belongs to the field of intelligent home and is used for solving the problems that air conditioning equipment in a use place needs to be controlled manually and intellectualization is not realized by combining factors such as a place environment and the like.

Description

Intelligent home monitoring and control system based on artificial intelligence
Technical Field
The invention belongs to the field of intelligent home furnishing, relates to a monitoring and control technology, and particularly relates to an intelligent home furnishing monitoring and control system based on artificial intelligence.
Background
The intelligent home is characterized in that a home is used as a platform, facilities related to home life are integrated by utilizing a comprehensive wiring technology, a network communication technology, a safety precaution technology, an automatic control technology and an audio and video technology, an efficient management system of home facilities and family schedule affairs is constructed, home safety, convenience, comfortableness and artistry are improved, and an environment-friendly and energy-saving living environment is realized. In other words, the smart home is not a single product, but all the products in the home are connected into an organic system through technical means, and the owner can control the system at any time and any place.
In an office place or a living place, air conditioning equipment in the place is usually required to be manually controlled to be opened or closed at will, for example, when the indoor temperature of the air conditioner is too low, the air conditioner is required to be manually closed, and intelligent home furnishing such as the air conditioning equipment is not combined with factors such as the place environment to achieve real intellectualization.
Disclosure of Invention
Aiming at the defects in the prior art, the invention aims to provide an intelligent home monitoring and control system based on artificial intelligence.
The technical problem to be solved by the invention is as follows:
how to realize intelligent control of the intelligent home based on multiple factors in the use place of the intelligent home.
The purpose of the invention can be realized by the following technical scheme:
an intelligent home monitoring and control system based on artificial intelligence comprises a data acquisition module, a real-time monitoring module, a storage module, a user terminal, an intelligent control module, an indoor environment analysis module and a server, wherein the user terminal is used for inputting a use request of air conditioning equipment and sending the use request to the server; the server sets an environment monitoring time period after receiving the use request, and the data acquisition module is used for acquiring environment data of a place where the air conditioning equipment is located in the environment monitoring time period and sending the environment data to the indoor environment analysis module; the indoor environment analysis module is used for analyzing the environment condition of the use place of the air conditioning equipment, generating an intelligent starting signal or a suspended use signal and feeding the intelligent starting signal or the suspended use signal back to the server, and if the server receives the suspended use signal, no operation is performed; if the server receives the intelligent opening signal, an opening instruction is generated and loaded to the intelligent control module; the intelligent control module is used for intelligently opening the air-conditioning equipment in the use place after receiving the opening instruction, simultaneously recording the opening time of the air-conditioning equipment by the intelligent control module, adding the use duration to the opening time to obtain the closing time of the air-conditioning equipment, and intelligently closing the air-conditioning equipment in the use place when the closing time is reached;
after the air conditioning equipment in the use place is started, the server sets the environment monitoring time period again, and the data acquisition module is used for acquiring the environment data of the use place where the air conditioning equipment is located in the environment monitoring time period and sending the environment data to the real-time monitoring module;
when the use time of the air conditioning equipment is not reached, the real-time monitoring module is used for monitoring the environment condition of the use place of the air conditioning equipment in real time, and generating a temperature up-regulation signal or a temperature down-regulation signal to be fed back to the server; if the server receives the temperature up-regulation signal, generating a temperature increase instruction and loading the temperature increase instruction to the intelligent control module; if the server receives the temperature drop signal, generating a temperature drop instruction and loading the temperature drop instruction to the intelligent control module; the intelligent control module is used for increasing the temperature of the air-conditioning equipment in the use place after receiving the temperature increase instruction, and the intelligent control module is used for reducing the temperature of the air-conditioning equipment in the use place after receiving the temperature reduction instruction.
Further, the use request comprises an opening temperature value, a temperature limit value and a use time length of the air conditioning equipment;
the environmental data includes real-time indoor temperature values of the usage site.
Further, the analysis process of the indoor environment analysis module is specifically as follows:
setting a plurality of time points in an environment monitoring time period according to the time sequence;
acquiring real-time indoor temperature values of the use places of the air conditioning equipment at a plurality of time points;
comparing the real-time indoor temperature value of the use place of the air conditioning equipment at a plurality of time points with the starting temperature value of the air conditioning equipment;
if the real-time indoor temperature value exceeds the opening temperature value, marking the corresponding time point as an overtemperature time point;
recording the time corresponding to a plurality of overtemperature time points, marking the overtemperature time point at which the real-time indoor temperature value exceeds the starting temperature value firstly as an overtemperature starting time point according to the time sequence, and recording the time of the overtemperature starting time point;
the time period from the time of the overtemperature starting time point to the ending time of the environment monitoring time period is marked as overtemperature duration;
then acquiring the time length of an environment monitoring time period and recording the time length as the environment monitoring time length, and comparing the overtemperature time length with the environment monitoring time length to obtain the overtemperature time length ratio of the use place of the air conditioning equipment;
if the overtemperature time length ratio exceeds a preset time length ratio threshold value, generating an intelligent starting signal; and if the overtemperature time length occupation ratio does not exceed the preset time length occupation ratio threshold, generating a suspended use signal.
Further, the monitoring process of the real-time monitoring module is specifically as follows:
acquiring a real-time indoor temperature value of a use place of the air-conditioning equipment in an environment monitoring period;
if the air conditioning equipment is used in summer, when the real-time indoor temperature value is lower than the temperature limit value, and recording the current time of the server;
if the air conditioning equipment is used in winter, the real-time indoor temperature value is higher than the temperature limit value, and the current time of the server is recorded;
if the air conditioning equipment is used in summer, when the duration that the real-time indoor temperature value is lower than the temperature limit value exceeds the duration threshold, generating a temperature up-regulation signal;
if the air conditioning equipment is used, when the duration that the real-time indoor temperature value is higher than the temperature limit value exceeds the duration threshold, a temperature drop signal is generated.
The system further comprises an operation monitoring module, wherein the user terminal is used for inputting standard operation data of the air conditioning equipment and sending the standard operation data to the server, and the server sends the standard operation data to the operation monitoring module;
the data acquisition module is used for acquiring real-time operation data of the air conditioning equipment in a use place and sending the real-time operation data to the server, and the server sends the real-time operation data to the operation monitoring module;
the operation monitoring module is used for monitoring the operation of the air conditioning equipment in a use place, and generating a normal operation signal or an abnormal operation signal to be fed back to the server;
if the server receives a normal operation signal, no operation is performed;
and if the server receives the abnormal operation signal, generating a maintenance instruction and sending the maintenance instruction to the user terminal, and informing a maintenance worker to maintain the air conditioning equipment after the user at the user terminal receives the maintenance instruction.
Further, the standard operation data is a standard operation decibel value and a standard operation amplitude value of the air conditioning equipment;
the real-time operation data is a real-time operation decibel value and a real-time operation amplitude value of the air conditioning equipment.
Further, the operation monitoring process of the operation monitoring module is specifically as follows:
acquiring real-time operation decibel values and real-time operation amplitude values of the air conditioning equipment at each time point in an operation period;
comparing the real-time operation decibel value with the standard operation decibel value to obtain the operation decibel difference value of the air conditioning equipment at each time point in the operation period; the real-time operation amplitude values of the air conditioning equipment at each time point in the operation period are obtained, and the operation amplitude difference value of the air conditioning equipment at each time point in the operation period is obtained;
adding the operating decibel difference values of the air-conditioning equipment at each time point in the operating period, and averaging to obtain an operating decibel deviation value of the air-conditioning equipment in the operating period; adding the operation amplitude difference values of the air conditioning equipment at each time point in the operation period, and averaging to obtain an operation amplitude deviation value of the air conditioning equipment in the operation period;
and calculating an operation deviation value of the air conditioning equipment during operation, and comparing the operation deviation value with an operation deviation threshold value to generate an operation normal signal or an operation abnormal signal.
Compared with the prior art, the invention has the beneficial effects that:
1. the intelligent household environment monitoring system analyzes the environment condition of the use place of the air conditioning equipment through the indoor environment analysis module to generate an intelligent opening signal or a temporary slow use signal, the intelligent control module intelligently opens the air conditioning equipment in the use place after receiving an opening instruction, adds the use duration to the opening time to intelligently close the air conditioning equipment, and simultaneously monitors the environment condition of the use place of the air conditioning equipment in real time through the real-time monitoring module after the air conditioning equipment in the use place is opened to generate a temperature increasing signal or a temperature decreasing signal and increases or decreases the temperature of the air conditioning equipment in the use place;
2. the intelligent home monitoring system monitors the operation of the air conditioning equipment in the use place through the operation monitoring module to generate a normal operation signal or an abnormal operation signal.
Drawings
In order to facilitate understanding for those skilled in the art, the present invention will be further described with reference to the accompanying drawings.
FIG. 1 is an overall system block diagram of the present invention.
Detailed Description
The technical solutions of the present invention will be described below clearly and completely in conjunction with the embodiments, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In an embodiment, please refer to fig. 1, which provides an intelligent home monitoring and controlling system based on artificial intelligence, the intelligent home monitoring and controlling system is suitable for use places such as office and home, and is mainly used for intelligent monitoring and controlling of air conditioning equipment in the places such as office and home;
the system comprises a data acquisition module, a real-time monitoring module, an operation monitoring module, a storage module, a user terminal, an intelligent control module, an indoor environment analysis module and a server;
the user terminal is used for registering a login system after a user inputs personal information and sending the personal information to the server for storage;
the personal information comprises the name, the mobile phone number and the like of a user;
in specific implementation, after the user terminal is successfully registered, a user logs in the system through the user terminal, the user terminal is used for inputting a use request of the air conditioning equipment and sending the use request to the server, and the server sends the use request to the indoor environment analysis module, the real-time monitoring module and the intelligent control module;
specifically, the use request includes an opening temperature value, a temperature limit value and a use duration of the air conditioning equipment;
the system comprises a data acquisition module, an indoor environment analysis module, a server and a data processing module, wherein the data acquisition module is used for acquiring environment data of a use place where the air conditioning equipment is located in an environment monitoring period and transmitting the environment data to the server after the server receives a use request;
specifically, the environmental data includes real-time indoor temperature values of the use places;
the indoor environment analysis module is used for analyzing the environment condition of the use place of the air conditioning equipment, and the analysis process is as follows:
step S101: setting a plurality of time points in an environment monitoring time period according to the time sequence;
step S102: acquiring real-time indoor temperature values of a using place of air conditioning equipment at a plurality of time points;
step S103: comparing the real-time indoor temperature value of the use place of the air conditioning equipment at a plurality of time points with the starting temperature value of the air conditioning equipment;
step S104: if the real-time indoor temperature value exceeds the starting temperature value, marking the corresponding time point as an overtemperature time point;
step S105: recording time corresponding to a plurality of overtemperature time points, marking the overtemperature time point at which the real-time indoor temperature value exceeds the starting temperature value firstly as an overtemperature starting time point according to the time sequence, and recording the time of the overtemperature starting time point;
step S106: the time period from the time of the overtemperature starting time point to the ending time of the environment monitoring time period is marked as overtemperature duration;
step S107: acquiring the time length of an environment monitoring time period and recording the time length as the environment monitoring time length, and comparing the overtemperature time length with the environment monitoring time length to obtain the overtemperature time length ratio of the use place of the air conditioning equipment;
step S108: if the overtemperature time length ratio exceeds a preset time length ratio threshold value, generating an intelligent starting signal;
if the overtemperature duration proportion does not exceed a preset duration proportion threshold, generating a suspended use signal;
the indoor environment analysis module feeds back an intelligent starting signal or a temporary buffering use signal to the server;
if the server receives the intelligent opening signal, an opening instruction is generated and loaded to the intelligent control module;
if the server receives the suspended use signal, no operation is carried out;
the intelligent control module is used for intelligently starting the air conditioning equipment in the use place after receiving the starting instruction, simultaneously recording the starting time of the air conditioning equipment by the intelligent control module, adding the using time length to the starting time to obtain the closing time of the air conditioning equipment, and intelligently closing the air conditioning equipment in the use place when the closing time is reached;
after the air conditioning equipment in the use place is started, the server also sets an environment monitoring time period, the data acquisition module is used for acquiring environment data of the use place where the air conditioning equipment is located in the environment monitoring time period and sending the environment data to the server, and the server sends the environment data to the real-time monitoring module;
when the use time of the air conditioning equipment is not reached, the real-time monitoring module is used for monitoring the environment condition of the use place of the air conditioning equipment in real time, and the monitoring process is as follows:
step S201: acquiring a real-time indoor temperature value of a use place of the air-conditioning equipment in an environment monitoring period;
step S202: if the air conditioning equipment is used in summer, when the real-time indoor temperature value is lower than the temperature limit value, recording the current time of the server;
if the air conditioning equipment is used in winter, the real-time indoor temperature value is higher than the temperature limit value, and the current time of the server is recorded;
step S203: if the air conditioning equipment is used in summer, when the duration that the real-time indoor temperature value is lower than the temperature limit value exceeds the duration threshold, generating a temperature up-regulation signal;
step S204: if the air conditioning equipment is used in an object, when the duration of the real-time indoor temperature value higher than the temperature limit value exceeds a duration threshold, generating a temperature drop signal;
the real-time monitoring module feeds back a temperature up-regulation signal or a temperature down-regulation signal to the server;
if the server receives the temperature up-regulation signal, a temperature increase instruction is generated and loaded to the intelligent control module;
if the server receives the temperature drop signal, generating a temperature drop instruction and loading the temperature drop instruction to the intelligent control module;
the intelligent control module is used for increasing the temperature of the air-conditioning equipment in the use place after receiving the temperature increase instruction, and the intelligent control module is used for reducing the temperature of the air-conditioning equipment in the use place after receiving the temperature reduction instruction;
in an embodiment, the system can also monitor the running state of the air-conditioning equipment, the user terminal is used for inputting the standard running data of the air-conditioning equipment and sending the standard running data to the server, and the server sends the standard running data to the running monitoring module; the data acquisition module is used for acquiring real-time operation data of the air conditioning equipment in a use place and sending the real-time operation data to the server, and the server sends the real-time operation data to the operation monitoring module;
it should be further noted that the standard operation data is a standard operation decibel value, a standard operation amplitude value, etc. of the air conditioning equipment; the real-time operation data is a real-time operation decibel value, a real-time operation amplitude value and the like of the air conditioning equipment;
in specific implementation, the data acquisition module can be various detection devices which are arranged in the air conditioning equipment, including a decibel detector, an amplitude detector, a sensor assembly and the like;
the operation monitoring module is used for monitoring the operation of the air conditioning equipment in the use place, and the operation monitoring process is as follows:
step S301: marking the air conditioning equipment in the use place as u, u =1,2, \8230;, z and z are positive integers;
step S302: acquiring real-time operation decibel values and real-time operation amplitude values of the air conditioning equipment at each time point in an operation period;
step S303: comparing the real-time operation decibel value with the standard operation decibel value to obtain operation decibel difference values of the air conditioning equipment at each time point in the operation period;
the real-time operation amplitude values of the air conditioning equipment at each time point in the operation period are obtained, and the operation amplitude difference value of the air conditioning equipment at each time point in the operation period is obtained;
step S304: adding the operating decibel difference values of the air-conditioning equipment at each time point in the operating period, and averaging to obtain an operating decibel deviation value YFPU of the air-conditioning equipment in the operating period;
adding the operation amplitude difference values of the air conditioning equipment at each time point in the operation period, and averaging to obtain an operation amplitude deviation value YZPu of the air conditioning equipment in the operation period;
step S305: calculating an operation deviation value YPu during the operation of the air-conditioning equipment by using a formula YPu = (YFPUx a1+ YNPUx a 2)/(a 1+ a 2); in the formula, a1 and a2 are both weight coefficients with fixed numerical values, and the values of a1 and a2 are both greater than zero;
step S306: if YPu is less than X1, generating a normal operation signal;
if X1 is less than or equal to YPu, generating an operation abnormal signal;
the operation monitoring module feeds back an operation normal signal or an operation abnormal signal to the server;
if the server receives a normal operation signal, no operation is performed;
and if the server receives the abnormal operation signal, generating a maintenance instruction and sending the maintenance instruction to the user terminal, and informing a maintenance worker to maintain the air conditioning equipment after the user at the user terminal receives the maintenance instruction.
In another embodiment, a working method of the intelligent home monitoring and control system based on artificial intelligence is provided, and the working method specifically includes:
step S100, a user terminal is used for inputting a use request of the air conditioning equipment and sending the use request to a server, the server sends the use request to an indoor environment analysis module, a real-time monitoring module and an intelligent control module, an environment monitoring time period is set after the server receives the use request, environment data of a use place where the air conditioning equipment is located are collected in the environment monitoring time period through a data collection module and sent to the server, and the server sends the environment data to the indoor environment analysis module;
step S200, analyzing the environment condition of the use place of the air conditioner through an indoor environment analysis module, setting a plurality of time points in an environment monitoring time period according to a time sequence, acquiring real-time indoor temperature values of the use place of the air conditioner at the time points, comparing the real-time indoor temperature values of the use place of the air conditioner at the time points with starting temperature values of the air conditioner, marking the corresponding time points as overtemperature time points if the real-time indoor temperature values exceed the starting temperature values, recording the time corresponding to the overtemperature time points, marking the overtemperature time points of which the real-time indoor temperature values exceed the starting temperature values firstly as overtemperature starting time points according to the time sequence, recording the time of the overtemperature starting time points, marking the time from the overtemperature starting time points to the ending time of the environment monitoring time periods as overtemperature temporary time, acquiring the time of the environment monitoring time periods and recording as environment monitoring time periods, obtaining the overtemperature time occupation ratio of the environment monitoring time durations to the environment monitoring time durations, if the overtemperature occupation ratio exceeds the preset occupation ratio, generating an intelligent duty ratio of the intelligent start signal, and feeding back an intelligent use server if the intelligent start signal is not received by the intelligent server, and if the intelligent start signal is received by the intelligent start server;
step S300, the intelligent control module is used for intelligently opening the air-conditioning equipment in the use place after receiving the opening instruction, meanwhile, the intelligent control module records the opening time of the air-conditioning equipment, the opening time and the use duration are added to obtain the closing time of the air-conditioning equipment, and the intelligent control module is used for intelligently closing the air-conditioning equipment in the use place when the closing time is reached;
step S400, after the air conditioner in the use place is started, the server also sets an environment monitoring time period, the data acquisition module acquires environment data of the use place where the air conditioner is located in the environment monitoring time period and sends the environment data to the server, the server sends the environment data to the real-time monitoring module, when the use time of the air conditioner is not reached, the real-time monitoring module monitors the environment condition of the use place of the air conditioner in real time, a real-time indoor temperature value of the use place of the air conditioner in the environment monitoring time period is obtained, when the air conditioner is used in summer, when the real-time indoor temperature value is lower than a temperature limit value and records the current time of the server, when the air conditioner is used in winter, the real-time indoor temperature value is higher than the temperature limit value and records the current time of the server, when the real-time indoor temperature value is lower than the temperature limit value and exceeds a time limit value, a temperature up-adjusting signal is generated, when the real-time indoor temperature value is lower than the temperature limit value and exceeds a time limit value, when the air conditioner is used in summer, when the air conditioner is used, when the real-time indoor temperature value is higher than the temperature limit value and exceeds a time, the temperature limit value exceeds a time-adjusting signal or feeds back to the temperature limit value to the intelligent server, the intelligent control module receives the intelligent temperature control module and controls the use place to load the intelligent equipment, and load the intelligent temperature control module, and the intelligent equipment, and the intelligent temperature control module controls the intelligent equipment to load the intelligent equipment, and load the intelligent equipment;
step S500, a user terminal inputs standard operation data of the air conditioning equipment and sends the standard operation data to a server, the server sends the standard operation data to an operation monitoring module, a data acquisition module acquires real-time operation data of the air conditioning equipment in a use place and sends the real-time operation data to the server, and the server sends the real-time operation data to the operation monitoring module;
step S600, monitoring the operation of the air conditioning equipment in the use place through an operation monitoring module, marking the air conditioning equipment in the use place as u, acquiring a real-time operation decibel value and a real-time operation amplitude value of the air conditioning equipment at each time point in the operation period, comparing the real-time operation decibel value with a standard operation decibel value to obtain an operation decibel difference value of the air conditioning equipment at each time point in the operation period, acquiring a real-time operation amplitude value of the air conditioning equipment at each time point in the operation period to obtain an operation amplitude difference value of the air conditioning equipment at each time point in the operation period, adding the operation decibel difference values of the air conditioning equipment at each time point in the operation period, averaging to obtain an operation deviation value YFPu of the air conditioning equipment during the operation period, adding and averaging the operation amplitude difference values of the air-conditioning equipment at each time point in the operation period to obtain an operation amplitude deviation value YZPu of the air-conditioning equipment in the operation period, calculating through a formula YPu = (YFP multiplied by a1+ YZPu multiplied by a 2)/(a 1+ a 2) to obtain an operation deviation value YPu of the air-conditioning equipment in the operation period, if the YPu is less than X1, generating a normal operation signal, if the X1 is less than or equal to the YPu, generating an abnormal operation signal, feeding back the normal operation signal or the abnormal operation signal to a server by an operation monitoring module, if the server receives the normal operation signal, not performing any operation, if the server receives the abnormal operation signal, generating a maintenance instruction and sending the maintenance instruction to a user terminal, and notifying a maintenance worker at the user terminal to maintain the air-conditioning equipment after receiving the maintenance instruction.
The above formulas are all calculated by taking the numerical value of the dimension, the formula is a formula of the latest real situation obtained by collecting a large amount of data and performing software simulation, the preset parameters in the formula are set by the technical personnel in the field according to the actual situation, the weight coefficient and the scale coefficient are specific numerical values obtained by quantizing each parameter, and the subsequent comparison is convenient.
The preferred embodiments of the invention disclosed above are intended to be illustrative only. The preferred embodiments are not intended to be exhaustive or to limit the invention to the precise forms disclosed. Obviously, many modifications and variations are possible in light of the above teaching. The embodiments were chosen and described in order to best explain the principles of the invention and the practical application, to thereby enable others skilled in the art to best utilize the invention. The invention is limited only by the claims and their full scope and equivalents.

Claims (7)

1. An intelligent home monitoring and control system based on artificial intelligence is characterized by comprising a data acquisition module, a real-time monitoring module, a storage module, a user terminal, an intelligent control module, an indoor environment analysis module and a server, wherein the user terminal is used for inputting a use request of air conditioning equipment and sending the use request to the server; the server sets an environment monitoring time period after receiving the use request, and the data acquisition module is used for acquiring environment data of a place where the air conditioning equipment is located in the environment monitoring time period and sending the environment data to the indoor environment analysis module; the indoor environment analysis module is used for analyzing the environment condition of the use place of the air conditioning equipment, generating an intelligent starting signal or a suspended use signal and feeding the intelligent starting signal or the suspended use signal back to the server, and if the server receives the suspended use signal, no operation is performed; if the server receives the intelligent opening signal, an opening instruction is generated and loaded to the intelligent control module; the intelligent control module is used for intelligently opening the air-conditioning equipment in the use place after receiving the opening instruction, simultaneously recording the opening time of the air-conditioning equipment by the intelligent control module, adding the use duration to the opening time to obtain the closing time of the air-conditioning equipment, and intelligently closing the air-conditioning equipment in the use place when the closing time is reached;
after the air conditioning equipment in the use place is started, the server sets an environment monitoring time period again, and the data acquisition module is used for acquiring the environment data of the use place where the air conditioning equipment is located in the environment monitoring time period and sending the environment data to the real-time monitoring module;
when the use time of the air conditioning equipment is not reached, the real-time monitoring module is used for monitoring the environment condition of the use place of the air conditioning equipment in real time, and generating a temperature up-regulation signal or a temperature down-regulation signal to be fed back to the server; if the server receives the temperature up-regulation signal, generating a temperature increase instruction and loading the temperature increase instruction to the intelligent control module; if the server receives the temperature drop signal, generating a temperature drop instruction and loading the temperature drop instruction to the intelligent control module; the intelligent control module is used for increasing the temperature of the air-conditioning equipment in the use place after receiving the temperature increase instruction, and the intelligent control module is used for reducing the temperature of the air-conditioning equipment in the use place after receiving the temperature reduction instruction.
2. The intelligent home monitoring and control system based on artificial intelligence as claimed in claim 1, wherein the usage request includes an opening temperature value, a temperature limit value and a usage duration of the air conditioning equipment;
the environmental data includes real-time indoor temperature values of the usage site.
3. The system according to claim 1, wherein the indoor environment analysis module comprises an analysis process as follows:
setting a plurality of time points in an environment monitoring time period according to the time sequence;
acquiring real-time indoor temperature values of the use places of the air conditioning equipment at a plurality of time points;
comparing the real-time indoor temperature value of the use place of the air conditioning equipment at a plurality of time points with the starting temperature value of the air conditioning equipment;
if the real-time indoor temperature value exceeds the starting temperature value, marking the corresponding time point as an overtemperature time point;
recording time corresponding to a plurality of overtemperature time points, marking the overtemperature time point at which the real-time indoor temperature value exceeds the starting temperature value firstly as an overtemperature starting time point according to the time sequence, and recording the time of the overtemperature starting time point;
the time period from the time of the overtemperature starting time point to the ending time of the environment monitoring time period is marked as overtemperature duration;
then acquiring the time length of an environment monitoring time period and recording the time length as the environment monitoring time length, and comparing the overtemperature time length with the environment monitoring time length to obtain the overtemperature time length ratio of the use place of the air conditioning equipment;
if the overtemperature time length ratio exceeds a preset time length ratio threshold value, generating an intelligent starting signal; and if the overtemperature time length occupation ratio does not exceed the preset time length occupation ratio threshold, generating a suspended use signal.
4. The system according to claim 1, wherein the real-time monitoring module is configured to perform a monitoring process specifically as follows:
acquiring a real-time indoor temperature value of a use place of air conditioning equipment in an environment monitoring period;
if the air conditioning equipment is used in summer, when the real-time indoor temperature value is lower than the temperature limit value, and recording the current time of the server;
if the air conditioning equipment is used in winter, the real-time indoor temperature value is higher than the temperature limit value, and the current time of the server is recorded;
if the air conditioning equipment is used in summer, when the duration that the real-time indoor temperature value is lower than the temperature limit value exceeds the duration threshold, generating a temperature up-regulation signal;
if the air conditioning equipment is used, when the duration that the real-time indoor temperature value is higher than the temperature limit value exceeds the duration threshold, a temperature drop signal is generated.
5. The intelligent home monitoring and control system based on artificial intelligence according to claim 1, wherein the system further comprises an operation monitoring module, the user terminal is used for inputting standard operation data of the air conditioning equipment and sending the standard operation data to the server, and the server sends the standard operation data to the operation monitoring module;
the data acquisition module is used for acquiring real-time operation data of the air conditioning equipment in a use place and sending the real-time operation data to the server, and the server sends the real-time operation data to the operation monitoring module;
the operation monitoring module is used for monitoring the operation of the air conditioning equipment in a use place, and generating a normal operation signal or an abnormal operation signal to be fed back to the server;
if the server receives a normal operation signal, no operation is performed;
and if the server receives the abnormal operation signal, generating a maintenance instruction and sending the maintenance instruction to the user terminal, and informing a maintenance worker to maintain the air conditioning equipment after the user at the user terminal receives the maintenance instruction.
6. The intelligent home monitoring and control system based on artificial intelligence of claim 5, wherein the standard operation data is a standard operation decibel value and a standard operation amplitude value of the air conditioning equipment;
the real-time operation data is a real-time operation decibel value and a real-time operation amplitude value of the air conditioning equipment.
7. The intelligent home monitoring and control system based on artificial intelligence according to claim 5, wherein the operation monitoring process of the operation monitoring module is as follows:
acquiring real-time operation decibel values and real-time operation amplitude values of the air conditioning equipment at each time point in an operation period;
comparing the real-time operation decibel value with the standard operation decibel value to obtain the operation decibel difference value of the air conditioning equipment at each time point in the operation period; the real-time operation amplitude values of the air conditioning equipment at each time point in the operation period are obtained, and the operation amplitude difference value of the air conditioning equipment at each time point in the operation period is obtained;
adding the operating decibel difference values of the air-conditioning equipment at each time point in the operating period to obtain an average value, and obtaining an operating decibel deviation value of the air-conditioning equipment in the operating period; adding the operation amplitude difference values of the air conditioning equipment at each time point in the operation period, and averaging to obtain an operation amplitude deviation value of the air conditioning equipment in the operation period;
and calculating an operation deviation value of the air conditioning equipment during operation, and comparing the operation deviation value with an operation deviation threshold value to generate an operation normal signal or an operation abnormal signal.
CN202211022068.0A 2022-08-25 2022-08-25 Intelligent home monitoring and control system based on artificial intelligence Withdrawn CN115356941A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116149199A (en) * 2023-04-17 2023-05-23 深圳市多美达数码科技有限公司 Intelligent household equipment control method, intelligent gateway and intelligent equipment

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116149199A (en) * 2023-04-17 2023-05-23 深圳市多美达数码科技有限公司 Intelligent household equipment control method, intelligent gateway and intelligent equipment

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Application publication date: 20221118