CN111578465B - Intelligent adjusting method and system for indoor environment - Google Patents

Intelligent adjusting method and system for indoor environment Download PDF

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Publication number
CN111578465B
CN111578465B CN202010345838.XA CN202010345838A CN111578465B CN 111578465 B CN111578465 B CN 111578465B CN 202010345838 A CN202010345838 A CN 202010345838A CN 111578465 B CN111578465 B CN 111578465B
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target
environment
user
set space
environment adjusting
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CN111578465A (en
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刘维兵
艾长滨
汤丹
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Qingdao Haier Air Conditioner Gen Corp Ltd
Haier Smart Home Co Ltd
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Qingdao Haier Air Conditioner Gen Corp Ltd
Haier Smart Home Co Ltd
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    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/62Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63Electronic processing
    • F24F11/64Electronic processing using pre-stored data
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/50Control or safety arrangements characterised by user interfaces or communication
    • F24F11/61Control or safety arrangements characterised by user interfaces or communication using timers
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00Control or safety arrangements
    • F24F11/62Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
    • F24F11/63Electronic processing
    • F24F11/65Electronic processing for selecting an operating mode
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2110/00Control inputs relating to air properties
    • F24F2110/10Temperature
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2110/00Control inputs relating to air properties
    • F24F2110/20Humidity
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2110/00Control inputs relating to air properties
    • F24F2110/50Air quality properties
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2110/00Control inputs relating to air properties
    • F24F2110/50Air quality properties
    • F24F2110/60Odour
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24HEATING; RANGES; VENTILATING
    • F24FAIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F2130/00Control inputs relating to environmental factors not covered by group F24F2110/00
    • F24F2130/30Artificial light

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  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Human Computer Interaction (AREA)
  • Air Conditioning Control Device (AREA)

Abstract

The invention provides an intelligent indoor environment adjusting method and system, wherein the method comprises the steps of obtaining a first scene trigger event of a set space for analysis, further determining a target scene mode of the set space, then selecting target environment adjusting equipment and setting an operation curve of the target environment adjusting equipment, finally starting the target scene mode, and controlling the target environment adjusting equipment to operate according to the set operation curve. Based on the method provided by the invention, the steps of setting the target scene mode of the space, selecting the target environment adjusting device and setting the operation curve of the target environment adjusting device can be automatically executed only based on the first scene trigger event of the set space, the environment adjustment of the set space can be realized without manual trigger of a user, the operation efficiency is improved, the environment is intelligently adjusted and controlled for the user, and the instant requirement of the user is met.

Description

Intelligent adjusting method and system for indoor environment
Technical Field
The invention relates to the technical field of intelligent control, in particular to an intelligent adjusting method and system for an indoor environment.
Background
With the increasing living standard of people, the demands of consumers on environment regulating devices in daily life or work are not limited to the traditional functions, and more hopefully, the demands can be adjusted to the real-time demands of users.
However, the existing environment adjusting devices such as an air conditioner, a humidifier, a fresh air fan and the like are manually triggered one by a user, and the user is required to manually adjust the environment adjusting devices again when the user has different requirements, so that the operation is complex and the use experience of the user is reduced. Especially, when the user is busy or absent for manual adjustment, the environment adjusting device can continue to operate according to the parameters adjusted in the previous time, and cannot meet the current use requirement of the user, so that the life or work quality of the user is indirectly influenced.
Disclosure of Invention
It is an object of the present invention to provide an intelligent adjustment method that reduces the indoor environment that is manually adjusted by the user.
A further object of the invention is to enable the immediate use requirements of the user to be met.
It is another further object of the present invention to address at least one of the problems of the prior art.
According to an aspect of the present invention, there is provided a method for intelligently adjusting an indoor environment, comprising:
acquiring a first scene trigger event of a set space;
analyzing the first scene trigger event to determine a target scene mode of a set space;
selecting at least one target environment adjusting device from a plurality of environment adjusting devices deployed in a set space according to a target scene mode, and setting an operation curve of the target environment adjusting device;
and starting a target scene mode, and controlling the target environment adjusting equipment to operate according to the operating curve.
Optionally, the first scenario trigger event is an event that the user behavior characteristics meet preset behavior conditions;
analyzing the first scene trigger event to determine a target scene mode of a set space, comprising:
analyzing the acquired user behavior characteristics to determine the user behavior type;
when the user behavior type is judged to accord with the preset scene trigger type, recognizing the behavior intention of the user based on the user behavior characteristics;
and determining a target scene mode of the set space according to the behavior intention of the user.
Optionally, the first scene trigger event is an event that a preset voice signal occurs in a set space;
analyzing the first scene trigger event to determine a target scene mode of a set space, comprising:
analyzing the acquired voice signal, and identifying the semantic intention of the user based on the voice signal when the voice signal is judged to contain a preset scene trigger instruction;
and determining a target scene mode of the set space according to the semantic intention of the user.
Optionally, setting the operation curve of the target environment adjusting apparatus includes:
setting the running time of target environment equipment;
and dividing the operation time into a plurality of operation stages, and setting the operation parameters of the target environment adjusting equipment in each operation stage.
Optionally, selecting at least one target environmental conditioning device from the plurality of environmental conditioning devices deployed in the setting space according to the target scene mode includes:
determining target environment parameters of a set space according to a target scene mode;
at least one target environment adjusting device influencing the target environment parameters is selected from a plurality of environment adjusting devices deployed in a set space.
Optionally, the target environmental parameter includes one or more of a target temperature, a target humidity, a target ambient air quality, a target ambient odor, a target ambient volume, a target ambient light.
Optionally, starting the target scene mode, and controlling the target environment adjusting device to operate according to the operation curve further includes:
acquiring behavior characteristic data of a user in a set space, and triggering environment change data of the set space by the behavior characteristic data;
the operation curve of the target environment adjusting device is corrected based on the environment change data.
Optionally, modifying the operating curve of the target climate adjustment device based on the environmental change data comprises:
identifying an influence factor causing a change in the environment of the set space based on the environmental change data;
inputting the influence factors into a pre-trained environment evaluation model, and outputting first environment adjusting equipment for regulating and controlling the influence factors and the weight thereof by the environment evaluation model;
selecting a first environment adjusting device with the weight larger than a preset value, and correcting an operation curve of a target environment adjusting device belonging to the same device type as the first environment adjusting device.
Optionally, after the target scene mode is started and the target environment adjusting device is controlled to operate according to the operation curve, the method further includes:
acquiring a second scene trigger event of a set space;
analyzing the second scene trigger event, and determining a new target scene mode of the set space when judging that the second scene trigger event meets the preset scene switching condition;
selecting at least one new target environment adjusting device from the plurality of environment adjusting devices according to the new target scene mode, and setting a new operation curve of the new target environment adjusting device;
and switching the scene mode of the set space to a new target scene mode, and controlling the new target environment adjusting equipment to operate according to a new operation curve.
According to another aspect of the present invention, there is also provided a system for intelligent regulation of an indoor environment, comprising:
one or more environment adjusting devices deployed in the set space, each environment adjusting device being configured to adjust one or more environmental parameters of the set space; and
an environmental conditioning controller, comprising: the intelligent adjusting device comprises a processor and a memory, wherein a control program is stored in the memory, and the control program is used for realizing the intelligent adjusting method of the indoor environment according to any one of the above items when being executed by the processor.
The invention provides an intelligent indoor environment adjusting method and system. Based on the method provided by the invention, the steps of setting the target scene mode of the space, selecting the target environment adjusting device and setting the operation curve of the target environment adjusting device can be automatically executed only based on the first scene trigger event of the set space, the environment adjustment of the set space can be realized without manual trigger of a user, the operation efficiency is improved, the environment is intelligently adjusted and controlled for the user, and the instant requirement of the user is met.
Further, the scheme provided by the invention can analyze the new semantic intention or behavior intention of the user in time according to the second scene trigger event, and determine a new target scene mode of the setting space and a new operation curve of each new target environment adjusting device in the new target scene mode based on the new semantic intention or behavior intention of the user. The new demand of user in time is known, need not user's manual regulation, can realize setting for the switching of space scene mode, and intelligent regulation sets for the indoor environment in space, effectively promotes user's comfortable experience.
The above and other objects, advantages and features of the present invention will become more apparent to those skilled in the art from the following detailed description of specific embodiments thereof, taken in conjunction with the accompanying drawings.
Drawings
Some specific embodiments of the invention will be described in detail hereinafter, by way of illustration and not limitation, with reference to the accompanying drawings. The same reference numbers in the drawings identify the same or similar elements or components. Those skilled in the art will appreciate that the drawings are not necessarily drawn to scale. In the drawings:
FIG. 1 is a flow diagram of a method for intelligent conditioning of an indoor environment, according to one embodiment of the present invention;
FIG. 2 is a flow chart of a method for intelligent conditioning of an indoor environment according to another embodiment of the present invention;
FIG. 3 is a schematic architectural diagram of an intelligent conditioning system for an indoor environment, according to an embodiment of the invention;
FIG. 4 is a schematic block diagram of an environmental conditioning controller according to an embodiment of the present invention.
Detailed Description
Fig. 1 is a flow chart of a method for intelligently adjusting an indoor environment according to an embodiment of the invention. Referring to fig. 1, the method for intelligently adjusting an indoor environment according to an embodiment of the present invention may include:
step S102, acquiring a first scene trigger event of a set space;
step S104, analyzing the first scene trigger event, and determining a target scene mode of a set space;
step S106, selecting at least one target environment adjusting device from a plurality of environment adjusting devices deployed in a set space according to a target scene mode, and setting an operation curve of the target environment adjusting device;
and step S108, starting a target scene mode, and controlling the target environment adjusting equipment to operate according to the operation curve.
The embodiment of the invention provides an intelligent indoor environment adjusting method, which comprises the steps of obtaining a first scene trigger event of a set space for analysis, further determining a target scene mode of the set space, then selecting target environment adjusting equipment and setting an operation curve of the target environment adjusting equipment, finally starting the target scene mode, and controlling the target environment adjusting equipment to operate according to the set operation curve. Based on the method provided by the embodiment of the invention, the steps of setting the target scene mode of the space, selecting the target environment adjusting device and setting the operation curve of the target environment adjusting device can be automatically executed only based on the first scene trigger event of the set space, the environment adjustment of the set space can be realized without manual trigger of a user, the operation efficiency is improved, the environment is intelligently adjusted and controlled for the user, and the instant requirement of the user is met. The operation curve mentioned in the embodiment of the present invention may include a plurality of continuous operation stages, each of which has a start time and an end time, and in each of which the operation parameters are set for each component in the environment adjusting apparatus.
The setting space mentioned in the embodiment of the present invention may be a space for a user to live or work. The acquired first scenario trigger event may be an event that the user behavior characteristics meet preset behavior conditions. For example, according to an event that a user enters a set space, which is detected by a human body sensing device at a door of the set space, the user behavior characteristics conform to a preset condition for entering the set space. The preset behavior condition may be set according to different scene types, which is not limited in the present invention. When the first scene trigger event is an event that the user behavior characteristics meet the preset behavior conditions, and when the target scene mode is determined in step S104, the obtained user behavior characteristics may be analyzed to determine the user behavior type; when the user behavior type is judged to accord with the preset scene trigger type, recognizing the behavior intention of the user based on the user behavior characteristics; and determining a target scene mode of the set space according to the behavior intention of the user. In practical application, the behavior may be various activities performed by the user, and the characteristic information refers to relevant information such as a position, a type, time and the like for completing the various activities. The preset scene trigger type can be variously set according to different scene modes, which is not limited in the present invention.
The user behavior characteristics mentioned in the embodiments of the present invention may include obtaining data detected by various types of sensors (e.g., a human sensor) disposed in a set space, or detecting user behavior characteristics by a home appliance (e.g., an intelligent pillow, an intelligent seat, etc.), and the like. The type of user behavior that may be determined based on the user behavior characteristics may include entering a bedroom, lying in bed, sitting at a desk, and so on. The behavior characteristics of the user in different time periods can analyze different behavior types of the user, and further determine the behavior intention of the user. The behavior types corresponding to different user behavior characteristics in each time period can be obtained by learning batch related data of historical behavior characteristics of the user behavior or behavior habit data in advance, which is not limited in the invention. And the target scene mode for the setting space may include a pre-sleep preparation, a pre-sleep reading, a healthy sleep, no worry at night, a wake-up and wake-up mode, and the like.
For example, assuming that a space is set as a bedroom of a user, if a human sensor at a bedroom door senses that the user enters the bedroom between nine to twelve points in the evening, the human sensor senses that the user behavior characteristics are that the user enters the bedroom from a living room, and an event meeting a preset behavior condition is met, the behavior type of the user can be determined as entering the bedroom according to the user behavior characteristics, the behavior type meets a preset scene trigger type, the behavior intention of the user is identified as being prepared before sleep, and at the moment, a target scene mode of the set space can be determined as a preparation mode before sleep.
Or, assuming that the intelligent pillow in the bedroom is triggered between ten and a half to twelve o' clock at night, and the behavior feature of the user is detected to be lying down through the intelligent pillow, the preset sleeping behavior event is met, at this time, the behavior type of the user can be determined to be falling asleep according to the behavior feature of the user, the behavior type is met with the preset scene trigger type, the sleep of the user is recognized, and at this time, the target scene mode of the set space can be determined to be the sleep mode.
In another optional embodiment of the present invention, the first scenario trigger event of the setting space may be an event that a preset voice signal occurs in the setting space. Further, when the target scene mode is determined in step S104, the obtained voice signal may be analyzed first, and when it is determined that the voice signal includes a preset scene trigger instruction, the semantic intention of the user is identified based on the voice signal; and determining a target scene mode of the set space according to the semantic intention of the user. In the embodiment of the invention, the semantic intention of the user can be effectively obtained by analyzing the voice signal, and the working or living state of the user is further determined based on the semantic intention of the user, so that the target scene mode of the set space can be accurately determined according to the current requirement of the user.
For example, when the acquired voice signal of the user is "little superior, i want to go to sleep", and it is determined that the voice signal contains a preset scene trigger instruction, the semantic meaning of the user is further analyzed to determine that the target scene mode in the set space is the pre-sleep preparation mode. In addition, assuming that the acquired voice signal of the user is "little excellent, i.e., i want to see a book at a meeting", the target scene mode corresponding to the set space is a reading before sleep mode, and the like, the modes of reading before sleep, healthy sleep, getting up without worry, waking up from bed, and the like can be respectively triggered by setting different voice signals in the space. In practical applications, the preset scene trigger command may be set in a diversified manner according to the voice signals that may be sent out in different scene modes, for example, the preset scene trigger command includes a set keyword, or the voice signal of the user conforms to a specific sentence pattern, and the present invention is not limited thereto.
Referring to step S106, after the target scene mode of the setting space is determined, at least one target environment adjusting device is selected from the plurality of environment adjusting devices deployed in the setting space according to the target scene mode, and then the operating curve of the target environment adjusting device is set.
In an optional embodiment of the present invention, when the environment adjusting device is selected, a target environment parameter of a set space may be determined according to a target scene mode; at least one target environment adjusting device influencing the target environment parameters is selected from a plurality of environment adjusting devices deployed in a set space. Optionally, the target environmental parameter includes one or more of a target temperature, a target humidity, a target ambient air quality, a target ambient odor, a target ambient volume, a target ambient light. That is, a target scene mode may be determined, and an environment adjusting apparatus that can regulate and control a target environment parameter may be determined as the target environment adjusting apparatus according to the target environment parameter in the target scene mode.
In the embodiment of the present invention, setting the target environment parameter of the space includes: temperature and humidity, and may further optionally include: wind speed, wind direction, air quality (particulate matter, carbon dioxide, ozone, formaldehyde, etc.), smell, volume, light, etc. The scheme of the embodiment can be used for realizing intelligent optimization of the space environment in multiple dimensions such as temperature, humidity, purity, oxygen, wind, silence and smell.
The environment adjusting device affecting the target environment parameter may include various devices installed in a set space (e.g., a bedroom) for adjusting one or more environmental conditions, including but not limited to household appliances (e.g., a television, an air conditioner, a humidifier, a fan, a fresh air device, an aromatherapy device, a video player, a mood light, a purifier, a heater, etc.) for adjusting the environment, bedding devices (e.g., a smart mat, a smart quilt, a smart bed, a smart chair, a smart pillow, etc.), and other devices (e.g., a smart curtain, a smart window) capable of being controlled and adjusted.
For example, when the target environment scene mode is the pre-sleep preparation mode, the determined target environment parameters respectively include a noise parameter, a temperature, a humidity, an odor, an air quality, and a light, and the target environment adjusting device identified according to the parameters may include a television, an air conditioner, a humidifier, an aroma device, a video player, a mood light, and other environment adjusting devices that may affect the parameters.
After the target environment adjusting equipment is determined, setting an operation curve for each target environment adjusting equipment, and when the operation curve of the target environment adjusting equipment is specifically set, firstly setting the operation time length of the target environment equipment; and dividing the operation time into a plurality of operation stages, and setting the operation parameters of the target environment adjusting equipment in each operation stage.
Continuing with step S102, a first scenario trigger event of the setting space is obtained, where the first scenario trigger event may include an event of changing environmental data of the setting space itself, such as temperature, humidity, air quality, odor, light, and so on in the environment, in addition to the event that a preset voice signal occurs in the setting space and the event that the user behavior feature meets the preset behavior condition mentioned in the above embodiment. Therefore, when the operation parameters of the target environment adjusting device in each operation stage are set, the setting can be performed by combining the first scene trigger event, so that the set operation curve of the target environment adjusting device can be adjusted in a personalized manner according to the current environment characteristics of the set space, and the environment atmosphere of the set space can better meet the use requirements of users.
In brief, in the modes of preparation before sleep, reading before sleep, healthy sleep, no worry when getting up at night and waking up, the environment adjusting device can be regulated and controlled as follows:
1. preparation mode before sleep: when the user enters a bedroom or the voice signal of the user is detected to be ' small, excellent, small and excellent ', i want to go to sleep ', at the moment, devices such as a living room television and an air conditioner are turned off, an atmosphere lamp in the bedroom is turned on, an aromatherapy machine is turned on, the air conditioner is turned on, and a curtain is automatically turned off.
2. Reading mode before sleep: when the voice signal of the user is detected to be 'small preferred' and i want to see a book at a meeting ', the reading lamp can be automatically turned on, and the light can be automatically adjusted to be bright (dark) or to be adjusted to a specific value between 5 and 100' and the brightness can be automatically adjusted by sending an instruction 'small preferred, small preferred' to the sound box according to the self requirement in the reading process.
3. A healthy sleep mode: when the voice signal of the user is detected to be ' little excellent, little excellent ', i want to sleep ', the light and the fragrance are closed, the pillow starts to monitor the sleep, the air conditioner automatically closes the screen display, the pillow enters a mute state, and the security protection enters a defense deployment state. The intelligent pillow monitors breath and heart rate constantly, so that the sleep state is judged, deep sleep and shallow sleep are analyzed according to monitoring data, the sleep temperature is dynamically adjusted, and in the sleeping process, the air conditioner detects that carbon dioxide is too high and automatically starts a fresh air exchange function. The healthy sleep mode can be triggered through the intelligent pillow, and when the intelligent pillow detects that the user enters a sleep state, a healthy sleep scene is automatically triggered.
4. Joyless standing mode: sense the people through the little night-light at night, then light slowly automatically, detect that the user can extinguish automatically after lying in bed, solved traditional turn on light and turn off light and too dazzling influence sleepiness's problem.
5. Waking up and waking up mode: when the voice signals of the user are detected to be ' small and excellent ', and the user calls me to get up ' seven points in the morning, the atmosphere lamp is slowly lightened, the intelligent sound box plays soft music in a soft sound mode, and sleepiness is gradually aroused; and awakening the user from sleeping at the time set by the user, and playing the audio set by the user or awakening in other modes.
6. Getting up scene mode: when the voice signal of the user is detected to be ' small-excellent-small-excellent ', the user gets up ' atmosphere lamp, music and air conditioner are turned off, the curtain is slowly pulled open, the window is automatically opened, the security protection is removed, the sleep report of the user is collected and arranged and sent to the mobile terminal of the user.
In an optional embodiment of the present invention, after the target environment adjusting device is controlled to operate according to the operation curve in step S108, behavior feature data of the user in the set space may also be obtained, and the behavior feature data triggers the environment change data of the set space; the operation curve of the target environment adjusting device is corrected based on the environment change data. In this embodiment, the behavior feature data of the user may include a triggering instruction of the user to each environment adjusting device, such as adjusting the temperature and humidity of the air conditioner, reducing the sound of the television, and so on. By means of the behavior characteristic data of the user and the environment change data in the set space triggered by the behavior characteristic data of the user, the feeling of the user on the current environment of the set space can be effectively sensed, and then the comfort level of the user in the current environment of the set space can be reasonably evaluated. Furthermore, by analyzing the environment change data, the change requirement of the user on the environment can be effectively sensed, and the operation curve of the target environment adjusting device is corrected based on the environment change data. For example, when the user adjusts the ambient temperature of the set space to be high, the temperature, the time length, and the like of each stage in the operation curve of the air conditioner may be adaptively adjusted. Meanwhile, due to the fact that the ambient temperature of the set space rises, the humidifier can be adjusted in an adaptive mode, and therefore the ambient humidity in the set space is guaranteed.
The above-described embodiments mention that the operation curve of the target environment adjustment device may also be corrected based on the environment change data. In an alternative embodiment of the present invention, the modifying the operation curve of the target environment adjusting apparatus may include:
s1, identifying influence factors causing the set space environment change based on the environment change data; the influence factors may include various dimensional factors such as temperature, humidity, noise, air quality, etc. which influence the indoor environment of the set space.
S2, inputting the influence factors into a pre-trained environment evaluation model, and outputting first environment adjusting equipment for regulating and controlling the influence factors and the weight thereof by the environment evaluation model; the environment evaluation model is a network model that can output the environment adjusting device and its weight by the influence factor. Before that, basic data (such as model, service life, type and the like) and operation data (such as sound during operation, temperature and humidity of a set space, influence of environmental quality and the like) of batch environmental conditioning equipment and the relationship between each equipment and the influence factor can be deeply learned, so that an environmental evaluation model of the influence factor, the environmental conditioning equipment and the weight of the environmental conditioning equipment is obtained. Optionally, the environment evaluation model may also be adjusted according to the indoor layout characteristics of the set space, so as to perform personalized customization for different set spaces. In addition, since the training method of the artificial intelligence classification model, the data labeling method, and the specific process and algorithm for data processing using the classification model are well known to those skilled in the art, they are not described in detail in this embodiment.
And S3, selecting the first environment adjusting equipment with the weight larger than the preset value, and correcting the operation curve of the target environment adjusting equipment which belongs to the same equipment type as the first environment adjusting equipment.
To identify an influence factor causing a change in the set spatial environment as noise, the influence factor of the noise is input into an environment evaluation model, and the environment evaluation model outputs a first environment adjusting device for adjusting and controlling the noise and a weight thereof, such as a television (0.3), an air conditioner (0.2), a video device (0.3), a humidifier (0.1) and the like. After determining the environmental conditioning equipment and the respective weight, selecting the environmental conditioning equipment with the weight larger than 0.1, wherein the environmental conditioning equipment comprises a television, an air conditioner and audio-visual equipment. And matching the target environment adjusting equipment with the target environment adjusting equipment to determine that the target environment adjusting equipment in the set space belongs to the same type and comprises a television, an air conditioner and audio-visual equipment. At this time, the operation curves of the television, the air conditioner and the audio-visual equipment can be corrected, for example, the volume of the television and the audio-visual equipment is reduced, the air conditioner is set to be in a mute mode, and the like, so that the environmental noise in the set space is reduced, and the environmental requirements of users are intelligently met.
Of course, in addition to the above description, it is assumed that the more selected first environment adjusting device further includes other devices of different device types from the target adjusting device, and at this time, the operation states of the other devices may also be obtained, and the operation curves of the other devices may be adjusted according to the current requirements of the user on the environment.
In an optional embodiment of the present invention, after the target environment adjusting device is controlled to operate according to the operation curve in step S108, a second scene trigger event of the set space may also be obtained; analyzing the second scene trigger event, and determining a new target scene mode of the set space when judging that the second scene trigger event meets the preset scene switching condition; selecting at least one new target environment adjusting device from the plurality of environment adjusting devices according to the new target scene mode, and setting a new operation curve of the new target environment adjusting device; and switching the scene mode of the set space to a new target scene mode, and controlling the new target environment adjusting equipment to operate according to a new operation curve.
That is, in the original target scene mode, the user may have a new semantic intention or behavior intention, and at this time, the scene mode may be switched. Therefore, by acquiring a second scenario trigger event of the setting space (which is similar to the first scenario trigger event mentioned in the above embodiment and may include an event that a preset voice signal occurs in the setting space, an event that a user behavior feature meets a preset behavior condition, or other events), a new semantic intention or behavior intention of the user may be analyzed in time according to the second scenario trigger event, and a new target scenario mode of the setting space and a new operation curve of each new target environment adjusting device in the new target scenario mode may be determined based on the new semantic intention or behavior intention of the user. For example, when the acquired trigger data that the intelligent pillow detects the head of the user and monitors that the user enters a sleep state, a healthy sleep scene can be automatically triggered, and the operation curve of the relevant environment adjusting device can be adjusted. Based on the scheme provided by the embodiment of the invention, the new requirements of the user can be known in time, the switching of the set space scene mode can be realized without manual adjustment of the user, the indoor environment of the set space is intelligently adjusted, and the comfortable experience of the user is effectively improved.
It should be noted that, in the above embodiment, the first scenario trigger event and the second scenario trigger event may be obtained in real time, or may be separated by a preset period (e.g., 30 seconds, 1 minute, etc.), which is not limited in this disclosure.
Fig. 2 is a schematic flow chart of an intelligent adjustment method for an indoor environment according to another embodiment of the present invention, and referring to fig. 2, the intelligent adjustment method for an indoor environment provided in this embodiment may include:
step S202, acquiring detection data of a human sensor arranged at a doorway of a bedroom;
step S204, analyzing the detection data, judging the behavior characteristics of the user to enter a bedroom, and identifying the behavior intention of the user to prepare for sleeping;
step S206, setting a target scene mode of a bedroom as a preparation mode before sleep according to the behavior intention of the user;
step S208, taking a living room television, a living room air conditioner, a bedroom atmosphere lamp, a bedroom aromatherapy machine, a bedroom air conditioner and a bedroom curtain as target environment adjusting equipment;
step S210, respectively setting operation curves of a living room television, a living room air conditioner, a bedroom atmosphere lamp, a bedroom aromatherapy machine, a bedroom air conditioner and a bedroom curtain, so that the living room television and the living room air conditioner are closed, the bedroom atmosphere lamp, the bedroom aromatherapy machine and the bedroom air conditioner are opened, and the bedroom curtain is automatically closed;
step S212, acquiring a voice signal from a user in a bedroom as ' Xiaoyou, call me to get up ' at seven points in the morning of tomorrow ';
step S214, analyzing the voice signals, judging whether the voice signals comprise a trigger instruction of 'small superior, small superior', identifying that the semantic intention of the user is to prepare for falling asleep, and determining that the target scene mode is a wake-up mode;
step S216, taking a bedroom atmosphere lamp, a bedroom aromatherapy machine, a bedroom air conditioner, a bedroom curtain and an intelligent sound box as new target environment adjusting mode equipment;
step S218, respectively setting operation curves of the bedroom atmosphere lamp, the bedroom fragrance machine, the bedroom air conditioner and the bedroom curtain, wherein the bedroom atmosphere lamp, the bedroom fragrance machine and the bedroom air conditioner operate at low parameters until the bedroom atmosphere lamp, the bedroom fragrance machine and the bedroom air conditioner are closed, the bedroom curtain is kept closed, the smart sound box plays soft music gently, and sleepiness is gradually awakened.
Based on the method provided by the embodiment of the invention, the steps of setting the target scene mode of the space, selecting the target environment adjusting device and setting the operation curve of the target environment adjusting device can be automatically executed only after judging that the voice signal of the current environment contains the preset scene trigger instruction or the event that the user behavior characteristics accord with the preset behavior conditions based on the scene trigger event of the set space, the environment adjustment of the set space can be realized without manual trigger of the user, the environment is intelligently adjusted and controlled by the user while the operation efficiency is improved, and the instant requirement of the user is met.
Furthermore, the new semantic intention or behavior intention of the user can be analyzed in time according to a further scene trigger event without manual adjustment of the user, switching of a set space scene mode can be achieved, the indoor environment of a set space is intelligently adjusted, and comfortable experience of the user is effectively improved.
Based on the same inventive concept, the embodiment of the present invention further provides an intelligent indoor environment adjusting system, as shown in fig. 3, which may include one or more environment adjusting devices 200 and an environment adjusting controller 100. Wherein, one or more environmental conditioning equipment 200 are disposed in the setting space, and each environmental conditioning equipment 200 is used for adjusting one or more environmental parameters of the setting space.
The environment adjusting device 200 may include various devices installed in a set space (e.g., a bedroom) for adjusting one or more environmental conditions, including but not limited to household appliances (e.g., an air conditioner, a humidifier, a fan, a fresh air device, an aromatherapy device, a video player, a mood light, a purifier, a heater, etc.) for adjusting the environment, bedding devices (e.g., a smart mat, a smart quilt, a smart bed, a smart chair, etc.), and other devices (e.g., a smart curtain, a smart window) capable of being controlled and adjusted. In this embodiment, the environmental parameters that can be adjusted include: temperature and humidity, and may further optionally include: wind speed, wind direction, air quality (particulate matter, carbon dioxide, ozone, formaldehyde, etc.), smell, volume, light, etc. The scheme of the embodiment can be used for realizing the optimization of the indoor environment in multiple dimensions of temperature, humidity, purity, oxygen, wind, silence and taste.
The environment adjusting controller 100 is in data connection with the environment adjusting device 200, and may be configured with network side devices such as a server and a cloud, acquire various items of data of a set space through a network, and implement adjustment of the environment of the set space by sending a remote instruction to the environment adjusting device 200. The environment conditioning controller 100 may also be various types of centralized control devices, be arranged in a set space, and control the environment conditioning device 200. The data connection between the environment adjusting controller 100 and the environment adjusting device 200 includes, but is not limited to, wireless transmission, infrared transmission, ultrasonic transmission, etc. In some embodiments, the environmental conditioning controller 100 may also be a part of the environmental conditioning apparatus 200, disposed in the environmental conditioning apparatus 200, and in data connection with the controller of the environmental conditioning apparatus 200, for example, the environmental conditioning apparatus 200 is internally provided with a dedicated environmental conditioning controller 100, and works with a controller dedicated to performing component control.
An environment conditioning controller 100, comprising: the intelligent adjusting device comprises a processor and a memory, wherein a control program is stored in the memory, and the control program is used for realizing the intelligent adjusting method of the indoor environment according to any one of the embodiments when being executed by the processor.
Fig. 4 is a schematic block diagram of the climate conditioning controller 100 according to one embodiment of the present invention, the climate conditioning controller 100 may include generally may include: a memory 120 and a processor 110, wherein the memory 120 stores a computer program 121, and the computer program 121 is used for implementing the intelligent adjusting method of the indoor environment of the embodiment when being executed by the processor 110. The processor 110 may be a Central Processing Unit (CPU), a digital processing unit, or the like. The processor 110 transceives data through the communication interface. The memory 120 is used to store programs executed by the processor 110. The memory 120 is any medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer, or a combination of multiple memories 120. The control program may be downloaded from a computer-readable storage medium to a corresponding computing/processing device or downloaded and installed to the environment conditioning controller 100 via a network (e.g., the internet, a local area network, a wide area network, and/or a wireless network).
Thus, it should be appreciated by those skilled in the art that while a number of exemplary embodiments of the invention have been illustrated and described in detail herein, many other variations or modifications consistent with the principles of the invention may be directly determined or derived from the disclosure of the present invention without departing from the spirit and scope of the invention. Accordingly, the scope of the invention should be understood and interpreted to cover all such other variations or modifications.

Claims (8)

1. A method of intelligent regulation of an indoor environment, comprising:
acquiring a first scene trigger event of a set space;
analyzing the first scene trigger event to determine a target scene mode of the set space;
selecting at least one target environment adjusting device from a plurality of environment adjusting devices deployed in the set space according to the target scene mode, and setting an operation curve of the target environment adjusting device;
starting the target scene mode, and controlling the target environment adjusting equipment to operate according to the operating curve;
wherein, after the starting the target scene mode and the controlling the target environment adjusting device to operate according to the operation curve, the method further comprises:
acquiring behavior characteristic data of a user in the set space, and triggering environment change data of the set space by the behavior characteristic data;
identifying an influence factor causing the set spatial environment change based on the environment change data;
inputting the influence factors into a pre-trained environment evaluation model, and outputting first environment adjusting equipment for regulating and controlling the influence factors and the weight thereof by the environment evaluation model;
selecting a first environment adjusting device with the weight larger than a preset value, and correcting an operation curve of a target environment adjusting device which belongs to the same device type as the first environment adjusting device.
2. The method according to claim 1, wherein the first scenario trigger event is an event that a user behavior feature meets a preset behavior condition;
the analyzing the first scene trigger event to determine the target scene mode of the set space includes:
analyzing the acquired user behavior characteristics to determine the user behavior type;
when the user behavior type is judged to accord with a preset scene trigger type, identifying the behavior intention of the user based on the user behavior characteristics;
and determining a target scene mode of the set space according to the behavior intention of the user.
3. The method according to claim 1, wherein the first scenario trigger event is an event that a preset voice signal occurs in the set space;
the analyzing the first scene trigger event to determine the target scene mode of the set space includes:
analyzing the acquired voice signal, and identifying the semantic intention of a user based on the voice signal when judging that the voice signal contains a preset scene trigger instruction;
and determining a target scene mode of the set space according to the semantic intention of the user.
4. The method of claim 1, wherein the setting an operating curve of the target environmental conditioning device comprises:
setting the running time of the target environment adjusting equipment;
dividing the runtime into a plurality of operating stages, and setting the operating parameters of the target environment adjusting equipment in each operating stage.
5. The method of claim 1, wherein the selecting at least one target climate control device among the plurality of climate control devices deployed in the defined space according to the target scene mode comprises:
determining a target environment parameter of the set space according to the target scene mode;
and selecting at least one target environment adjusting device influencing the target environment parameter from a plurality of environment adjusting devices deployed in the set space.
6. The method of claim 5, wherein the target environmental parameters include one or more of a target temperature, a target humidity, a target ambient air quality, a target ambient odor, a target ambient volume, a target ambient light.
7. The method of claim 1, wherein the turning on the target scene mode, after controlling the target environment adjusting device to operate according to the operation curve, further comprises:
acquiring a second scene trigger event of the set space;
analyzing the second scene trigger event, and determining a new target scene mode of the set space when judging that the second scene trigger event meets a preset scene switching condition;
selecting at least one new target environment adjusting device from the plurality of environment adjusting devices according to the new target scene mode, and setting a new operation curve of the new target environment adjusting device;
and switching the scene mode of the set space to the new target scene mode, and controlling the new target environment adjusting equipment to operate according to the new operation curve.
8. An intelligent regulation system of an indoor environment, comprising:
the environment adjusting device is arranged in a set space and used for adjusting one or more environment parameters of the set space; and
an environmental conditioning controller, comprising: processor and a memory, in which a control program is stored, which control program, when being executed by the processor, is adapted to carry out a method of intelligently adjusting an indoor environment according to any one of claims 1 to 7.
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