WO2015192807A1 - Intelligent environment controlling engine, intelligent environment controlling system and device - Google Patents

Abstract

An intelligent environment controlling engine, an intelligent environment controlling system and device are disclosed. The intelligent environment controlling engine is used for intelligently controlling the interior environment of at least one room, and comprises: an environment parameter acquiring unit (1110) set to acquire the environment parameters of the interior environment of each room and generate an environment parameter set; a controlling regulation generating unit (1140) set to generate the controlling regulations for acquiring the corresponding environment controlling instructions on the basis of one or more environment parameters, and generate a controlling regulation set; a controlling instruction generating unit (1150) set to generate the environment controlling instructions for the interior environment of each room on the basis of the environment parameter set and the controlling regulation set. The intelligent environment controlling engine can intelligently and dynamically control the environment in the room without the manipulation of the user, and supply a comfortable environment in the room.

Description

Intelligent environment control engine, intelligent environment regulation system and equipment Technical field

The present application relates to indoor environment monitoring and regulation, and particularly relates to indoor environment dynamic monitoring and intelligent regulation based on a cloud computing platform.

Background technique

Statistics show that modern people live, work or play in an indoor environment 80 to 90% of the time per day. Therefore, indoor environmental conditions directly affect people's health. For example, a person needs about 1 kg of food and 2 liters of drinking water per day, but the required air is 10 kg. Indoor air quality (IAQ) is especially important for people's health, comfort and work-learning efficiency.

In order to improve the indoor environment in which people live, work or play, various indoor environmental conditioning devices have been used, such as air conditioners for adjusting indoor temperature, humidifiers for humidifying indoor air, and indoors for improving indoors. Air purifiers (air purifiers that remove odors, particulate matter such as PM10, PM2.5, etc.) and the like. These devices can be operated by a remote control or an operation panel to adjust the indoor temperature, humidity or air quality to predetermined parameter values, thereby improving the comfort of the indoor environment. For example, on a hot summer day, indoors can use the remote control or the operation panel to set the target temperature of the air conditioner to, for example, 24 ° C; in dry autumn and winter, the humidifier can be turned on to increase the indoor humidity; Air cleaners can be turned on to improve the cleanliness of indoor air when someone smokes indoors or when newly purchased furniture emits an odor that causes poor indoor air quality.

Although these environmental conditioning devices have been able to improve the comfort of the indoor environment to a certain extent, they often fail to achieve satisfactory results because they require manual operation/setting by the indoor personnel according to their subjective feelings. The comfort of the indoor environment is the result of a combination of multiple environmental parameters (temperature, humidity, air freshness, etc.) and human health status or traits (eg, allergies). Indoor personnel only set up various environmental adjustment devices based on their own subjective feelings. Even if they are repeatedly set, it is sometimes difficult to achieve an objectively better comprehensive indoor environment comfort.

Moreover, the state of activity of the person in the room is changed, and the demand for the indoor environment is different under different activities. The existing indoor environment regulating devices are unable to adaptively provide indoor personnel with indoor environmental conditions in accordance with their current active state as the state of the personnel changes.

In addition, it takes a while for various devices to start from setting up to achieve the set target value. Therefore, existing environmental conditioning devices have a certain lag in providing indoor environmental conditions desired by indoor personnel.

Therefore, it is desirable to propose an intelligent indoor environment monitoring and control system that can automatically and dynamically adjust one or more indoor environment adjustment devices according to parameters such as multi-parameter monitoring results of the indoor environment and personnel health conditions and activity patterns. Control to provide an indoor environment with better overall comfort.

Summary of the invention

To solve the above problems and other problems of the prior art, the present application provides an intelligent environment regulation engine, an intelligent environment adjustment system, and a device, so as to realize intelligent and dynamic regulation of an indoor environment without user operation. Comfortable indoor environment.

The first aspect of the present invention provides an intelligent environment control engine, which is used for intelligently regulating an environment of at least one indoor space, and may include: an environment parameter obtaining device configured to acquire each indoor space. An environmental parameter to generate a set of environmental parameters; a regulation rule generating device configured to generate a regulation rule for acquiring a corresponding environmental regulation instruction based on the one or more environmental parameters to form a regulation rule set; and a regulation instruction generation device It is set to generate environmental control instructions for each indoor space based on the set of environmental parameters and the set of control rules.

For example, the environment parameter acquisition unit may acquire the environment parameter according to a predetermined period or according to an instruction of the user to update the environment parameter set.

For example, environmental parameters may include one or more of temperature, humidity, PM 2.5 index, PM 10 index, CO content, noise, gas, benzene, formaldehyde, air organic matter (TVOC).

For example, the regulation rules can be initially set and updated continuously during subsequent runs.

The intelligent environment control engine of the first aspect of the present invention can automatically generate an environmental control instruction according to the acquired environmental parameters, so that the environment adjustment device performs the corresponding operation without the user means operating the environment adjustment device.

A second aspect of the present invention provides an intelligent environment control engine based on the first aspect, the smart environment control engine further includes: a device parameter obtaining device configured to acquire one or more devices disposed in each indoor space The device parameter of the environment conditioning device to generate a device parameter set; and/or a user data obtaining device configured to acquire user data of a user associated with each indoor space to generate a user data set, wherein the regulation rule generating device It is further configured to generate a regulation rule with reference to a device parameter set and/or a user data set.

For example, device parameters can include device configuration parameters and/or device health data. The device configuration parameters may include one or more of the power of the environmental conditioning device, the combination of function switches, the display mode, the length of operation, or the lifetime. The equipment health data may include one or more of equipment component life status, equipment cumulative operation time, equipment noise status, equipment operation efficiency status, and equipment failure real-time detection result.

For example, the user data may include one or more of user health data, user lifestyle data, user consumption habit data, user travel habit data, user location data, user customization data, and user sensing data. The user sensing data may include one or more of the sensed user's voice, image, gesture action.

Since the control rules are generated by referring to the device parameters and the user data, the environmental control instructions generated by the intelligent environment control engine are more targeted.

A third aspect of the present invention provides a smart environment regulation engine based on the first or second aspect, the smart environment regulation engine further comprising: user feedback acquisition means configured to send an environmental regulation instruction to the corresponding After the indoor space, feedback from the user associated with the indoor space is obtained.

For example, the feedback of the user may include: the user's evaluation of the environmental regulation result of the indoor space; or the operation result of the user's environmental regulation device.

A fourth aspect of the present invention provides an intelligent environment regulation engine based on the third aspect, wherein the regulation rule generation device may be further configured to dynamically update the regulation rule set based on the feedback obtained by the user feedback acquisition device. In this way, the intelligent environment control engine can be “learned” during operation and continuously optimized, so that environmental control instructions that are more in line with the user's feelings can be generated.

A fifth aspect of the present invention provides an intelligent environment regulation engine based on the fourth aspect, the intelligent environment regulation engine further comprising: a cluster analysis device configured to set an environment parameter set associated with a plurality of users And/or a device parameter set and/or a user data set, performing cluster analysis according to one or more parameter types in the sets to generate a cluster group associated with the one or more parameter types, wherein the control rule The generating device is further configured to form a clustering rule set for the cluster group, and wherein the control instruction generating device is further configured to generate the cluster group based on the environment parameter set and the cluster control rule set Clustering environment control instructions.

In this way, the intelligent control engine can provide environmental control instructions that conform to specific clustering characteristics.

The above intelligent environment control engine may be a cloud computing platform deployed on the Internet.

A sixth aspect of the present invention provides an intelligent environment adjustment system including: an indoor environment monitor and one or more indoor environment adjustment devices disposed in each indoor space in at least one indoor space; first to fifth aspects The intelligent environment control engine of any one of the aspects, wherein the intelligent environment control engine obtains environmental parameters of each indoor space through an indoor environment monitor installed in each indoor space, generates and sends an environmental control instruction to the indoor environment adjustment device, Make the indoor environment adjustment equipment operate accordingly.

The intelligent environment control engine can communicate with the smart terminal device held by the user to receive user instructions or user feedback, or other data.

A seventh aspect of the present invention provides an intelligent environment adjustment device that establishes a communication connection with the intelligent environment regulation engine of any one of the first to fifth aspects to adjust the environment generated by the intelligent environment control engine The instruction performs an environment adjustment operation, comprising: a communication unit, configured to establish a communication connection with the intelligent environment regulation engine to send data to or receive an instruction from the intelligent environment regulation engine; and a device monitoring unit, configured to monitor the intelligent environment adjustment device The operating status, collecting various operating parameters to provide to the intelligent environment regulating engine; the operating interface unit for interpreting the environmental control instructions received from the intelligent environment regulating engine, and converting to the operating instructions of the intelligent environment adjusting device And driving the intelligent environment adjustment device to perform a regulation operation corresponding to the operation instruction.

For example, the smart environment conditioning device may include one or more of an air conditioner, a humidifier, an air cleaner, an electric heater, a dehumidifier, a cleaning robot, and a vacuuming robot.

An eighth aspect of the present invention provides an intelligent environment control engine for intelligently regulating an environment of at least one indoor space, including: a data acquisition device configured to acquire environmental parameters of each indoor space to generate an environment A set of parameters; a regulation rule generation device configured to generate and maintain a set of environmental regulation rules for one or more environmental parameters to form a set of regulatory rules.

A ninth aspect of the present invention provides an environment control apparatus including: an environment monitor configured to acquire an environmental parameter of an indoor space associated with the environmental control device; and a regulation rule receiving device configured to be external Receiving an environmental regulation rule; the regulation instruction generating device is configured to generate an environmental regulation instruction for the environmental regulation device disposed in the indoor space based on the environmental parameter and the received environmental regulation rule.

According to the intelligent environment regulation engine, the intelligent environment adjustment system and the device of the above aspect of the invention, the user does not need to manually operate the environment adjustment device, but can automatically generate an environmental regulation instruction based on the monitored environmental parameters, so that the environment adjustment device performs The corresponding operation provides users with a comfortable, safe and environmentally friendly indoor environment.

Moreover, the intelligent environment control engine can “learn” through user feedback or through cluster analysis, and continuously optimize engine functions to generate and provide environmental control instructions that are more in line with user experience.

DRAWINGS

In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the embodiments or the prior art description will be briefly described below. It is to be understood that the drawings in the following description are only a few embodiments of the present invention, and other figures may be obtained from those skilled in the art without departing from the invention. In the drawing:

1 is a schematic block diagram of an intelligent environment control system in accordance with one embodiment of the present invention;

2 is a schematic block diagram of an indoor environment monitor in accordance with one embodiment of the present invention;

3 is a schematic block diagram of an environment conditioning device in accordance with one embodiment of the present invention;

4 is a schematic block diagram of an intelligent environment regulation engine according to an embodiment of the present invention;

FIG. 5 is a schematic block diagram of an intelligent environment regulation engine according to another embodiment of the present invention; FIG.

6 is a schematic block diagram of an intelligent environment control system according to another embodiment of the present invention;

FIG. 7 is a schematic block diagram of an environment control device according to another embodiment of the present invention; FIG.

FIG. 8 is a schematic block diagram of an intelligent environment regulation engine according to still another embodiment of the present invention.

detailed description

The embodiments of the present application will be further described in detail below with reference to the accompanying drawings. The illustrative embodiments of the present application and the description thereof are for explaining the principles of the invention, but are not intended to limit the invention.

Features described and/or exemplified for one embodiment may be used in the same manner or in a similar manner in one or more other embodiments, and/or in combination with or in place of features of other embodiments. .

It should be emphasized that the term "comprising", when used in the specification, is used to refer to the <RTI ID=0.0> </ RTI> </ RTI> </ RTI> <RTIgt; Or the presence or addition of a combination thereof.

FIG. 1 illustrates an intelligent environment control system 1000 in accordance with one embodiment of the present invention.

As shown in FIG. 1 , the smart environment control system 1000 may include: an intelligent environment regulation engine 1100 , an environment monitor 1220 disposed in the indoor space 1200 , and one or more environment adjustment devices 1230 and a smart terminal 1310 carried by the user 1300 (for example, , a laptop or a smartphone such as an iPhone, etc.).

The environment conditioning device 1230 may include, for example, an air conditioner, a humidifier, an air cleaner, an electric heater, a dehumidifier, a cleaning robot, a vacuuming robot, and the like.

For example, the user 1300 can be a family member residing in the indoor space 1200 or a person having other specific types of associations or management relationships with the indoor space 1200. The user 1300 can register on the smart environment control engine 1100, obtain an account, and register the smart terminal 1310 owned/used by him/her and the environment monitor 1220 and various environments installed in the indoor space 1200 under the account. Conditioning device 1230. Preferably, the user 1300 can also be between the smart terminal 1310 and the environment monitor 1220 and the environment adjustment device 1230. The relationship is established to view the indoor environment monitored by the environment monitor 1220 and/or send an operation instruction to the environment monitor 1220 and the environment adjustment device 1230 through the smart terminal 1310.

It should be noted that although only one indoor space 1200 and one user 1300 are shown in FIG. 1, this is for illustrative purposes only, and is not intended to limit the number of indoor spaces 1200 and users 1300. In fact, the present application is applicable to a plurality of indoor spaces 1200 and associated users 1300 distributed over a wide range of locations, as long as a communication-enabled environmental monitor 1220 (or sensor) is deployed within the indoor spaces 1200 and Various environmental conditioning devices 1230 are sufficient.

For example, the environmental monitor 1220 can be integrated with a variety of sensors to detect temperature, humidity, respirable particulate matter (eg, PM 2.5, PM 10) index, CO content index, or other air pollutant content index within the indoor space 1200. In addition, the environment monitor 1220 can establish a communication link 1225 with the router 1210 disposed in the indoor space 1200 through an embedded communication module (not shown in FIG. 1), and further between the router 1210 and the intelligent environment control engine 1100. The communication link 1215 establishes a communication connection with the intelligent environment regulation engine 1100 to receive instructions from the intelligent environment regulation engine 1100 and/or to transmit the monitored various indoor environment data to the intelligent environment regulation engine 1100. Although the environmental monitor 1220 may be an integrated instrument integrated with various sensors, it is not limited thereto. For example, a plurality of sensors each having a communication function may be separately disposed within the indoor space 1200. In addition, although the environment monitor 1220 is shown to establish a communication connection with the smart environment regulation engine 1100 via the router 1210, it is not limited thereto. The environment monitor 1220 can also establish a communication connection directly with the intelligent environment regulation engine 1100.

Similarly, the environment conditioning device 1230 can establish a communication link 1235 with the router 1210 disposed in the indoor space 1200 through a respective embedded communication module (not shown in FIG. 1), and then through the router 1210 and the intelligent environment control engine. Communication link 1215 between 1100, establishing a communication connection with intelligent environment regulation engine 1100 to receive instructions from intelligent environment regulation engine 100, and/or transmitting respective device parameters (power consumption, operation) to intelligent environment regulation engine 1100 Length, life, etc.) and/or instructions that the user manually manipulates the device. In addition, the environment adjustment device 1230 may also establish a communication connection with the smart environment regulation engine 1100 directly, without being limited to the illustrated case.

It should be understood that although both communication link 1225 and communication link 1235 described above are established by router 1210 disposed within indoor space 1200, this is merely illustrative. In fact, communication link 1225 and communication link 1235, as well as other communication links, may also be established by base stations (not shown in FIG. 1) for mobile communications, either indoors or outdoors. Mobile communications can use any of a variety of communication standards, protocols, and technologies including, but not limited to, Global System for Mobile Communications (GSM), Enhanced Data GSM Environment (EDGE), Wideband Code Division Multiple Access (W-CDMA). ,code Divisional Multiple Access (CDMA), Time Division Multiple Access (TDMA), Wi-MAX, or any other suitable communication protocol, including communication protocols that have not been developed at the filing date of this document.

The intelligent terminal 1310 can be communicatively coupled to the intelligent environment regulation engine 1100 via the communication link 1315. In this way, the user 1300 can use the smart terminal 1310 to send an operation instruction to the environment monitor 1220 and the environment adjustment device 1230 in the indoor space 1200 via the smart environment regulation engine 1100, or view the environmental monitoring transmitted via the smart environment regulation engine 1100. The various indoor environmental parameters of the indoor space 1200 monitored by the device 1220, and/or the operational status data of the environmental conditioning device 1230, and the like.

It should be noted that although FIG. 1 shows that the user 1300 is in a different position from the indoor space 1200, this is merely illustrative. In fact, the user 1300 carrying the smart terminal 1310 may be located in the indoor space 1200 (at home), or may be located in other geographical locations (away from the home) other than the indoor space 1200, for example, on the upper/off work road, in the office, in the entertainment venue. . For example, when the user 1300 is located within the indoor space 1200 (at home), preferably, the smart terminal 1310 can establish a communication connection with the router 1210 and in turn communicate with the intelligent environment regulation engine 1100 via the communication link 1215.

The user 1300 can use the smart terminal 1310 or other networked device to register various user data with the smart environment regulation engine 1100, including but not limited to the personal information of the user 1300 (eg, age, gender, occupation, etc.), family member status, health status. (for example, asthma patients, arthritis patients, allergic rhinitis patients, susceptibility to colds, pollen allergy, dry skin, etc.), behavioral data (for example, schedule, entry time, sleep habits, etc.) and so on. In addition, in a case where the user 1300 maintains a communication connection with the smart environment regulation engine 1100 through the smart terminal 1310 or other networking device, the smart environment regulation engine 1100 may also automatically collect some data of the user and classify it intelligently. analysis. For example, the user 1300 installs a "smart environment regulation" application on the smart terminal 1310, and authorizes the smart environment regulation engine 1100 to access an application installed on the smart terminal 1310 or other networked device (eg, a geographical location application, a health monitoring application, etc.), thereby The data of the user 1300 is automatically collected, such as geographic location data or motion data, health status data, etc., so that the intelligent environment regulation engine 1100 can perform intelligent analysis based on the automatically collected geographic data or motion data of the user 1300, health status data, and the like. The user 1300's behavior data and health status data, etc., based on the analysis results, provide the user with an appropriate indoor environmental control strategy in time without user intervention.

The intelligent environment regulation engine 1100 may generate the indoor space 1200 based on the indoor environment data obtained from the environmental monitor 1220, the device parameters and operational status data obtained from the environmental conditioning device 1230, and various user data obtained from the user 1300. Environmental regulation strategy. For example, the smart environment regulation engine 1100 can be located The server or cloud computing platform on the Internet, but not limited thereto, may also be a computing device set on a local network (metropolitan area network, local area network).

2 is a schematic block diagram of one embodiment of the environmental monitor 1220 shown in FIG.

As shown in FIG. 2, the environment monitor 1220 may include a control unit 1221, a communication unit 1222, an A/D conversion unit 1223, a storage unit 1224, and various sensors 1225 _i (i is a natural number greater than 1). Specifically, temperature sensor 1225 ₁ , humidity sensor 1225 ₂ , PM 10 sensor 1225 ₃ , PM 2.5 sensor 1225 ₄ , CO/gas sensor 1225 ₅ , air organic pollutant (TVOC) sensor 1225 ₆ , noise are shown in FIG. 2 . The decibel sensor 1225 _{7 is} , but not limited to, these. Additionally, although shown herein, the environmental monitor 1220 is integrated with a variety of sensors, as previously described, each environmental monitor 1220 may also have only one or a portion of the sensors.

Control unit 1221 is a central processing unit (e.g., a microprocessor) that provides overall control over the operation of the various components of environmental monitor 1220.

A communication unit 1222 (eg, a WiFi communication module) is used for the environment monitor 1220 to communicate with the surrounding environment, such as establishing a wireless communication connection with the router 1210 to receive instructions from the intelligent environment regulation engine 1100 and/or to transmit data to the intelligent environment regulation engine 1100. .

The A/D conversion unit 1223 is for converting environmental data detected by the various sensors 1225 _i from analog signals to digital signals.

The storage unit 1224 can store various digital environmental data signals converted by the A/D conversion unit 1223, as well as other data (eg, device configuration parameters, device health data, instructions received from the smart environment control engine 1100, etc.).

FIG. 3 is a schematic block diagram of one embodiment of the environmental conditioning device 1230 shown in FIG. 1.

As shown in FIG. 3, the environment adjustment device 1230 may include a control unit 1231, a communication unit 1232, a storage unit 1233, a device monitoring unit 1234, and an operation interface unit 1235.

The control unit 1231 is a central processing unit (e.g., a microprocessor) that performs overall control of the operation of the various components of the environmental conditioning device 1230.

A communication unit 1232 (eg, a WiFi communication module) is used for the environment conditioning device 1230 to communicate with the surrounding environment, such as to establish a wireless communication connection with the router 1210 to receive instructions from the intelligent environment conditioning engine 1100 and/or to communicate data to the intelligent environment control engine.

The storage unit 1233 may store, for example, a manipulation program of the environment adjustment device 1230 and various data such as device parameters of the environment adjustment device 1230, or instructions received from the smart environment regulation engine 1100, and the like.

The device monitoring unit 1234 is configured to monitor the operating conditions of the environment conditioning device 1230, collect various operating parameters for storage in the storage unit 1233, and/or transmit to the intelligent environment regulation engine 1100. For example, the device monitoring unit 1234 may collect various operating parameters according to a predetermined cycle or program mode, or may collect various operating parameters according to instructions sent by the smart environment regulating engine 1100, or may also pass the smart terminal according to the user 1300. The 1310 sends instructions to collect various health parameters.

The operation interface unit 1235 is configured to interpret the control instructions received from the smart environment control engine 1100 and convert them into operation instructions of the environment adjustment device 1230 to drive the environment adjustment device 1230 to perform corresponding environmental adjustment operations.

4 is a schematic block diagram of one embodiment of the intelligent environment regulation engine 1100 shown in FIG.

As shown in FIG. 4, the intelligent environment regulation engine 1100 may include an environment parameter acquisition unit 1110, a device parameter acquisition unit 1120, a user data acquisition unit 1130, a regulation rule generation unit 1140, a regulation instruction generation unit 1150, and a user feedback acquisition unit 1160.

The environment parameter obtaining unit 1110 may be configured to acquire an environmental parameter of the indoor space to generate an environmental parameter set.

As previously described, the environmental monitor 1220 can establish a communication connection with the intelligent environment regulation engine 1100 such that the environmental parameter acquisition unit 1110 can obtain the environmental monitor 1220 from the environmental monitor 1220 for a predetermined period (eg, every 6 seconds). Various indoor environmental parameters, including temperature, humidity, PM2.5 index, PM10 index, CO content index, CO ₂ content index or other air pollutant content index.

Alternatively, the environment parameter obtaining unit 1110 may obtain various indoor environment parameters or specified indoor environment parameters from the environment monitor 1220 in real time according to the instructions sent by the user 1300 through the held smart terminal 1310.

The device parameter obtaining unit 1120 may be configured to acquire device parameters of one or more environmental conditioning devices disposed in the indoor space to generate a device parameter set. For example, the environmental conditioning device may include, but is not limited to, one or more of an air conditioner, a humidifier, an air cleaner, an electric heater, a dehumidifier, a cleaning robot, a vacuuming robot.

As previously mentioned, the environment conditioning device 1230 can establish a communication connection with the intelligent environment regulation engine 1100 such that the device parameter acquisition unit 1110 can obtain its device parameters from the environment conditioning device 1230. For example, the device parameters may include device configuration parameters, such as power of the environment conditioning device 1230, function switch combination, display mode, runtime, and/or lifetime, etc., and may also include device health data, such as device component life status, device accumulation. Operating time, equipment noise status, equipment operating efficiency status, real-time detection results of equipment failures, etc.

User data acquisition unit 1130 can be configured to retrieve various user data associated with user 1300 to generate a set of user data. User data may include, but is not limited to, user health data, user lifestyle data, Household consumption habit data, user travel habit data, user positioning data, user customization data, and/or user sensing data (eg, user's voice, image, gesture action, etc., may obtain user instructions or determine user's based on the data One or more of the states).

Although the environment parameter obtaining unit 1110, the device parameter obtaining unit 1120, and the user data acquiring unit 1130 are shown as three separate units, they may alternatively be implemented as one data acquiring unit.

Tables 1-3 below are a specific example of the environmental parameter set P ₁ , the device parameter set P ₂ , and the user data set P ₃ , respectively.

Table 1: Examples of environmental parameter sets P ₁

element	content
		P 1,1	temperature
P 1,2	humidity
		P 1,3	Airborne particles (eg PM2.5, PM10)
P 1,4	brightness
		P 1,5	TVOC organic pollutants
P 1,6	noise
		P 1,7	Gas
P 1,8	Oxygen content
		P 1,9	Carbon dioxide content
...

Table 2: Example of device parameter set P ₂

element	content
		P 2,1	Equipment working time
P 2,2	Air cleaning efficiency
		P 2,3	The noise decibel produced by the purifier itself
P 2,4	User manual instruction record received by the device
		P 2,5	Longitude and latitude of the equipment

...

TABLE 3: P ₃ a exemplary set of user data

The above is only an example, and the element composition of each set can be adjusted, increased or decreased according to actual conditions.

In addition, each set may also include an identifier associated with/corresponding to the user account or ID to distinguish between different users.

The regulation rule generation unit 1140 is a core part of the intelligent environment regulation engine 1100 for setting/generating/maintaining a control rule set (also referred to as a control function set, which is hereinafter referred to as "F" for convenience of description). Each regulation rule may define environmental control instructions/operations for environmental parameters and/or device parameters and/or user data, for example, may be expressions or relationships relating to environmental parameters and/or device parameters and/or user data, or An operational description of environmental parameters and/or device parameters and/or user data. Can be described as the following form:

F=F(P ₁ , P ₂ , P ₃ )

In this way, the regulation instruction generation unit 1150 can be configured to generate an environmental regulation instruction for the indoor space based on the environment parameter set P ₁ generated by the environment parameter acquisition unit 1110 and the regulation rule set R generated by the regulation rule generation unit 1140.

Table 4 below is an example of the set of regulation rules F.

Table 4: Example of the regulation rule set F

The above is only an example, and the element composition of the regulation rule set F can be dynamically adjusted, increased or decreased according to actual conditions.

The set of control rules F may be initially set and dynamically updated/adjusted during the operation of the smart environment control engine 1100, for example, may be manually updated or adjusted periodically or irregularly, or as described below, based on the smart environment control engine 1100 itself. Statistical updates/adjustments to user feedback.

For example, the smart environment regulation engine 1100 can also include a user feedback acquisition unit 1160. In this way, after the environment adjustment device 1230 of the indoor space 1200 where the user 1300 is located receives the environment control command sent by the smart environment control engine 1100 and performs the corresponding operation, the user 1300 may, for example, according to his or her own feeling, The evaluation of the environmental regulation result of the indoor space 1200 is fed back to the user feedback acquisition unit 1160 of the intelligent environment regulation engine 1100 through the smart terminal 1310. Optionally, the user 1300 can operate the environment adjustment device 1230 through the smart terminal 1310. The operations can be memorized by the smart terminal 1310 and fed back to the user feedback acquisition unit 1160 of the smart environment regulation engine 1100. Alternatively, the user 1300 may directly operate the environment conditioning device 1230, which may be memorized by the environment conditioning device 1230 and fed back to the user feedback acquisition unit 1160 of the smart environment regulation engine 1100.

In this way, the regulation rule generation unit 1140 can dynamically update/adjust the regulation rule set F based on the statistical algorithm based on the numerous user feedbacks obtained by the user feedback acquisition unit 1160, for example, adding or modifying the control instruction associated with a certain expression/relationship. / Control operations. In this way, during the running process, the intelligent environment regulation engine 1100 can continuously learn and optimize according to the feedback of the user, so that the user can provide more appropriate control instructions.

As an example, if the rule in the regulation rule set F is "the indoor temperature is greater than 28 degrees Celsius, the air conditioner is turned on and the adjustment temperature is set to 24 degrees Celsius", and the user feedback obtained by the user feedback acquisition unit 1160 indicates: regulation in the intelligent environment After the engine 1100 adjusts the temperature of the air conditioner to 24 degrees Celsius, a plurality of users 1300 (eg, 90% of users) set the air conditioner temperature to 20 degrees Celsius (eg, at least once). Based on this, the regulation rule generation unit 1140 can adjust the above rule in F to "when the indoor temperature is greater than 28 degrees Celsius, the air conditioner is turned on and the adjustment temperature is set to 20 degrees Celsius for cooling".

As another example, if the rule in the regulation rule set F is "the indoor temperature is lower than 24 degrees Celsius, the air conditioner is turned on and the temperature is set to be heating 26 degrees Celsius", and the user feedback obtained by the user feedback acquisition unit 1160 indicates that: After the environmental regulation engine 1100 adjusts the temperature of the air conditioner to 26 degrees Celsius, a plurality of users 1300 (eg, 90% of users) turn on the humidifier (eg, at least once). Based on this, the regulation rule generation unit 1140 can adjust the above rule in F to "when the indoor temperature is greater than 24 degrees Celsius, the air conditioner is turned on and the adjustment temperature is set to 26 degrees Celsius, and the humidifier is turned on".

In this way, the intelligent environment regulation engine 1100 can continuously optimize/iterate the regulation rules based on the statistics of the actual feedback of the plurality of users 1300, so as to achieve environmental regulation that is more suitable for the user's actual experience.

The above is only an example. In a specific implementation, the statistical algorithm for user feedback may be specifically set or updated/adjusted according to actual conditions, and then the corresponding control rule is dynamically updated/adjusted based on the statistical calculation result of the user feedback.

It should be noted that, in the smart environment regulation engine 1100 shown in FIG. 4, not all of the illustrated functional modules are required. For example, even if any one, two or all three of the device parameter acquisition unit 1120, the user data acquisition unit 1130, and the user feedback acquisition unit are missing, the core functions of the smart environment regulation engine 1100 are not affected (ie, according to the collected Indoor environmental parameters generate corresponding indoor environmental control instructions to achieve intelligent indoor environment control without user intervention.

FIG. 5 is a schematic block diagram of a variation 2100 of the intelligent environment regulation engine 1100.

Compared to FIG. 4, the smart environment regulation engine 2100 further includes a cluster analysis unit 2170.

For example, in the foregoing embodiment, the intelligent environment regulation engine 1100 can dynamically update/adjust the control rule set F based on statistics fed back to all users, and the generated control rule set F will be applied to all users.

However, different users, for example, according to their age group, schedule, health status (eg, asthma patients, skin allergies, etc.), geographic location, indoor space characteristics (eg, area, size, etc.), characteristics of the environment conditioning device used (eg Life, power, etc.) may require different indoor environmental control operations to achieve a better indoor environment.

The cluster analysis unit 2170 may be configured to be related to the user 1300 of the entire network for the specified cluster feature (the environment parameter set, the device parameter set, and one or more parameters or all parameters of the user data set) The associated set of environmental parameters, device parameter sets, and/or user data sets are clustered to generate clustering groups associated with the specified clustering features.

In this way, the regulation rule generation unit 2140 may further generate a corresponding cluster regulation rule set for the cluster group generated by the cluster analysis unit 2170.

In other words, the regulation rule generation unit 2140 generates and maintains a cluster regulation rule set for different cluster groups.

In this way, when the specific user 1300 requests the smart environment regulation engine 2100 to provide customized indoor environment control instructions (clustering services) for a certain type or types of parameters during the initial registration or post-use, the smart environment control engine 2100 can The clustering control rule set corresponding to the parameter types is selected in the set of various clustering control rules held by the control rule generating unit 2140, so that the control instruction generating unit 1150 can adjust the received environment parameters and the selected clusters. A set of rules to generate clustering control instructions for more targeted, user-adjusted environmental regulation.

When the user feedback is received by the user feedback obtaining unit 1160, only the clustering control rule set of the cluster group associated with the parameter types involved in the user feedback may be statistically updated/adjusted without affecting other aggregations. Class group.

For example, for the user data set, clustering can be grouped for age group, schedule, health status, etc., as shown in Table 5 below:

Table 5: Example of user clustering group

For the above user cluster group, the regulation rule generation unit 2140 generates a corresponding cluster regulation rule set. In this way, the intelligent environment regulation engine 2100 can apply different cluster control rule sets according to the cluster group to which the user 1300 belongs to generate and provide appropriate environmental control instructions.

Cluster analysis can also be performed according to other parameter types, and corresponding clustering services are provided.

For example, the clustering group of the adjacent area (for example, the same living cell and the office area) may be determined according to the geographic location where the indoor space 1200 is located, thereby providing a corresponding cluster environment control service. For example, the geographic location of the indoor space 1200 may be specified by the user 1300 during initial registration or later use, or automatically learned by the smart environment control engine 2100 based on communication by accessing the geographic location application installed on the mobile terminal 1310, the present invention is This is not a limitation.

For example, a corresponding cluster environment regulation service may be provided based on the weather conditions (eg, haze) of the area in which the indoor space 1200 is located, based on the same or similar weather conditions. Thus, even if the indoor spaces 1200 located in different areas (for example, different cities), as long as the weather conditions are the same or similar, the cluster environment regulation service corresponding to the weather conditions can be received. For example, the weather condition can be known from the smart environment control engine 2100 according to the geographic location where the indoor space 1200 is located, and the Internet application that provides the weather service is not limited by the present invention.

For example, a corresponding cluster environment regulation service may be provided according to geometric features (eg, area, floor plan, etc.) of the indoor space 1200. For example, the geometric features of the indoor space 1200 can be set/designated by the user during initial registration or later use.

The above is only an example for cluster analysis. In the specific implementation process, according to the needs, from the existing clustering algorithm, select the appropriate clustering algorithm and make corresponding settings. For example, regarding the "feature selection" of the cluster analysis, one or more parameter types may be selected from the environmental parameters, the device parameters, and the user data as needed to generate a corresponding cluster group. For the “similarity measure” of each parameter type, you can select the appropriate metric (eg, Euler distance of one or more parameters, etc.) or other classification criteria (eg, age group, work habits, physique) as needed. Standards, etc.) for grouping. In addition, clustering can be based on a single parameter type or on multiple parameter types. The present invention does not limit these, and the focus is on clustering analysis of these parameters, generating cluster groups and corresponding clustering control rule sets (cluster service functions), and then users belonging to the same cluster group. (Indoor space) provides the same indoor environmental control services. In addition, the settings of specific clustering algorithms can be dynamically updated/adjusted.

The above describes providing a corresponding cluster environment regulation service based on the request of the user 1300. Alternatively, the intelligent environment regulation engine 2100 can automatically determine and select a suitable cluster control rule set according to various parameters (environment parameters, device parameters, and user data) associated with the specific user 1300. Provide corresponding cluster environment control services. For example, for different types of clustering groups, the smart environment regulation engine 2100 can pre-set the applicable priorities. For example, when it is determined that a specific user 1300 belongs to both an "environmentally sensitive group" and a "specifically" When the regional group is used, the clustering control rules corresponding to the “environmentally sensitive group” can be preferentially applied. These can be set or dynamically updated/adjusted according to needs or actual conditions in the specific implementation process, and are not limited to those described herein. situation.

Other embodiments of the present invention are described below with reference to FIGS. 6 through 8.

FIG. 6 is a schematic block diagram of an intelligent environment control system 6000 according to another embodiment of the present invention.

As shown in FIG. 6, the intelligent environment control system 6000 may include: an intelligent environment control engine 6100, an environment control device 6220 disposed in the indoor space 6200, and one or more environment adjustment devices 6230, and a smart terminal 6310 carried by the user 6300 (for example, , a laptop or a smartphone such as an iPhone, etc.).

Similar to the embodiment shown in FIG. 1, the environment control device 6220, the environment conditioning device 6230 can communicate via the communication link 6225, 6235 with the router 6210, and then the communication link between the intelligent environment control engine 6100 via the router 6210. 6215. Establish a communication connection with the intelligent environment regulation engine 6100 to transmit data/instructions. The intelligent terminal 6310 can establish a communication connection with the intelligent environment regulation engine 6100 via the communication link 6315.

The above description of the communication connection is merely an example. As described above with reference to Figure 1, various variations are possible. In addition, the environment control device 6220 and the environment conditioning device 6230 can also establish a communication connection via the router 6210.

Thus, as previously described with reference to FIG. 1, the user 6300 can associate, view, or instruct the environment control device 6220, the environment conditioning device 6230.

The main difference between this embodiment and the embodiment shown in FIG. 1 is that the environment control device 6220 combines the environment monitor 1220 of FIG. 1 with a part of the functions of the smart environment control engine 1100, which can be used for the indoor space 6200. Monitoring, obtaining various indoor environmental data, establishing communication with the intelligent environment regulation engine 6100 and the environment adjustment device 6230, obtaining the regulation rule/regulation function from the intelligent environment regulation engine 6100, generating and transmitting corresponding to the environment adjustment device 6230 The instructions are adjusted such that the environmental conditioning device 6230 performs the corresponding environmental conditioning operation.

The following description will mainly be made around this difference, and the same details as those of the embodiment shown in Fig. 1 will not be described again.

FIG. 7 is a schematic block diagram of one embodiment of an environmental control device 6220.

Compared with the environmental monitor 1220 shown in FIG. 1, the environmental control device 6220 shown in FIG. 7 includes a control unit 6221, a communication unit 6222, an A/D conversion unit 6223, a storage unit 6224, and various sensors 6225 _i ( i is a natural number greater than 1) (these units are substantially identical to the functions of the correspondingly labeled unit in FIG. 2), and may further include: a regulation rule receiving unit 6226 and a regulation instruction generation unit 6227. Additionally, optionally, the environment control device 6220 can also include a user feedback unit 6228.

The control unit 6221 can perform overall control on various components including the regulation rule receiving unit 6226, the regulation instruction generation unit 6227, and the user feedback unit 6228.

The regulation rule receiving unit 6226 can be configured to receive an environmental regulation rule/function set from the smart environment regulation engine 6100.

The control command generation unit 6227 can be configured to generate corresponding environmental control commands based on the various sensors 6225 _i and the received environmental control rules/functions and send them to the environment adjustment device 6230. In this way, the environment adjustment device 6230 can perform an environmental regulation operation according to the corresponding environmental regulation instruction.

The user feedback unit 6228 can be configured to receive a user's assessment of the environmental conditioning results of the indoor space. For example, the user feedback unit 6228 can be implemented in the form of a touch screen, but is not limited thereto. In addition, the user feedback unit 6228 can also receive the user's operation of the environment adjustment device 6230 fed back by the environment adjustment device 6230. The user feedback unit 6228 can feed back the received user evaluation or operation to the smart environment regulation engine 6100 to dynamically update/adjust the regulation rules based on the statistics of the user feedback.

FIG. 8 is a schematic block diagram of one embodiment of a smart environment regulation engine 6100.

As shown in FIG. 8 , the smart environment regulation engine 6100 may include: a data acquisition unit 6110 and a regulation rule generation unit 6120. Optionally, the intelligent environment regulation engine 6100 may further include a user feedback receiving unit 6130 and/or a cluster analysis unit 6140.

The data acquisition unit 6110 can be configured to receive environmental parameters from the environmental control device 6120. In addition, the data acquisition unit 6110 can also receive device parameters from the environment adjustment device 6230 and/or receive various types of user data from the smart terminal 6300.

The user feedback receiving unit 6130 may be configured to receive various types of user feedback (user evaluation of environmental regulation results and/or user operation of the environment adjustment device 6230) from the environmental control device 6120 and/or the smart terminal 6300.

The regulation rule generation unit 6120 and the cluster analysis unit 6140 are similar to the functions of the regulation rule generation unit 1140/2140 and the cluster analysis unit 2170 in the previous embodiments, and are not described in detail herein. For specific regulation rule setting/updating operations and clustering analysis operations, reference may be made to the previous embodiments.

The configuration and function of the environmental conditioning device 6230 are substantially the same as those of the environmental conditioning device 1230 in the previous embodiment, and are not described herein again.

According to the above intelligent environment regulation engine, intelligent environment adjustment system and device of the present invention, the user does not need to manually operate the environment adjustment device, but can automatically generate an environmental regulation instruction based on the monitored environmental parameters, so that the environment adjustment device performs the corresponding Operation, providing users with a comfortable, safe and environmentally friendly indoor environment.

Moreover, the intelligent environment control engine can “learn” through user feedback or through cluster analysis, and continuously optimize engine functions to generate and provide environmental control instructions that are more in line with user experience.

Additionally, for example, the user 1300/6300 can associate a plurality of indoor spaces 1200/6200. The intelligent environment regulation engine 1100/6100 can determine a plurality of indoor spaces 1200/6200 according to instructions of the user 1300/6300 or by tracking the position of the user 1300/6300 (for example, by locating the geographic location of the terminal 1310/6310). Which of them is environmentally regulated.

Those skilled in the art will appreciate that embodiments of the present invention can be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment, or a combination of software and hardware. Moreover, the invention can take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) including computer usable program code.

The present invention has been described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (system), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or FIG. These computer program instructions can be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing device to produce a machine for the execution of instructions for execution by a processor of a computer or other programmable data processing device. Means for implementing the functions specified in one or more of the flow or in a block or blocks of the flow chart.

The computer program instructions can also be stored in a computer readable memory that can direct a computer or other programmable data processing device to operate in a particular manner, such that the instructions stored in the computer readable memory produce an article of manufacture comprising the instruction device. The apparatus implements the functions specified in one or more blocks of a flow or a flow and/or block diagram of the flowchart.

These computer program instructions can also be loaded onto a computer or other programmable data processing device such that a series of operational steps are performed on a computer or other programmable device to produce computer-implemented processing for execution on a computer or other programmable device. The instructions provide steps for implementing the functions specified in one or more of the flow or in a block or blocks of a flow diagram.

The specific embodiments of the present invention have been described in detail with reference to the preferred embodiments of the present invention. It is to be understood that the foregoing description Any modifications, equivalent substitutions, improvements, etc., made within the spirit and scope of the present invention are intended to be included within the scope of the present invention.

Claims (26)

1. An intelligent environment control engine for intelligently regulating an environment of at least one indoor space, characterized by comprising:

   An environmental parameter obtaining device configured to acquire environmental parameters of each indoor space to generate an environmental parameter set;

   a regulation rule generating device configured to generate and maintain a set of control rules for acquiring corresponding environmental control instructions based on one or more environmental parameters to form a set of control rules;

   The regulation instruction generating means is configured to generate an environmental regulation instruction for each indoor space based on the environmental parameter set and the regulation rule set.
2. The intelligent environment control engine according to claim 1, further comprising:

   a device parameter obtaining device configured to acquire device parameters of one or more environmental conditioning devices disposed in each indoor space to generate a device parameter set; and/or

   a user data obtaining device configured to acquire user data of a user associated with each indoor space to generate a user data set,

   The regulation rule generating apparatus is further configured to generate/adjust a regulation rule by referring to the device parameter set and/or the user data set.
3. The intelligent environment control engine according to claim 1 or 2, further comprising:

   A user feedback obtaining device is configured to acquire feedback of a user associated with the indoor space after the environmental regulation command is transmitted to the corresponding indoor space.
4. The intelligent environment regulation engine according to claim 3, wherein the feedback of the user comprises:

   The user's evaluation of the environmental control results of the indoor space; and/or

   The result of the operation of the user on the environment control device.
5. The intelligent environment regulation engine according to claim 3 or 4, wherein the regulation rule generation means is further configured to dynamically update the regulation rule set based on the feedback obtained by the user feedback acquisition means.
6. The intelligent environment control engine according to claim 5, further comprising:

   a cluster analysis device configured to target the set of environmental parameters and/or the set of device parameters and/or the set of user data associated with a plurality of users, by one or more parameter types of the sets Performing a cluster analysis to generate a clustering group associated with the one or more parameter types,

   The regulation rule generating apparatus is further configured to form a clustering rule set for the cluster group,

   And wherein the control instruction generating device is further configured to generate a cluster environment control instruction for each cluster group based on the environment parameter set and the cluster control rule set.
7. The intelligent environment regulation engine according to claim 1, wherein the environment parameter acquisition means is further configured to acquire an environment parameter according to a predetermined period or according to a user's instruction to update the environment parameter set.
8. The intelligent environment control engine according to claim 1, wherein the environmental parameters include temperature, humidity, PM 2.5 index, PM 10 index, CO content, noise, gas, benzene, formaldehyde, and air organic matter (TVOC). One or more.
9. The intelligent environment regulation engine according to claim 2, wherein the device parameters comprise device configuration parameters and/or device health data.

   Wherein, the device configuration parameter includes one or more of power, function switch combination, display mode, operation duration or lifetime of the environment adjustment device,

   And wherein the device operating condition data includes one or more of a device component life condition, a device cumulative running time, a device noise condition, a device operating efficiency state, and a device fault real-time detection result.
10. The intelligent environment regulation engine according to claim 2, wherein the user data comprises user health data, user lifestyle data, user consumption habit data, user travel habit data, user location data, user customization data, and user sense. One or more of the measured data.
11. The intelligent environment regulation engine according to claim 10, wherein the user sensing data comprises one or more of a sensed user's voice, image, and gesture action.
12. The intelligent environment regulation engine according to any one of claims 1 to 11, wherein the intelligent environment regulation engine is a cloud computing platform deployed on the Internet.
13. An intelligent environment regulation system, comprising:

    An environmental monitor and one or more environmental conditioning devices disposed in each of the indoor spaces in the at least one indoor space;

    The intelligent environment regulation engine according to any one of claims 1 to 12,

    The intelligent environment control engine obtains environmental parameters of each indoor space through the environmental monitors disposed in the indoor spaces, generates and sends environmental control instructions to the environmental adjustment device, so that the environmental adjustment devices follow The environmental control instructions operate.
14. The intelligent environment adjustment system according to claim 13, wherein the intelligent environment regulation engine is connected to the smart terminal device held by the user to receive user instructions or user feedback or other data from the smart terminal device.
15. An intelligent environment adjustment device, characterized in that the intelligent environment adjustment device establishes a communication connection with the intelligent environment regulation engine according to any one of claims 1 to 12, according to the environment regulation generated by the intelligent environment regulation engine The instructions perform environmental adjustment operations, including:

    a communication unit, configured to establish a communication connection with the smart environment regulation engine to send data to or receive an instruction from the smart environment regulation engine;

    a device monitoring unit, configured to monitor an operating condition of the smart environment adjusting device, and collect various operating parameter to provide the smart environment regulating engine;

    An operation interface unit, configured to interpret an environmental control instruction received from the intelligent environment control engine, and convert the operation instruction to the intelligent environment adjustment device, to drive the smart environment adjustment device to perform a corresponding requirement corresponding to the operation instruction Regulate operations.
16. The intelligent environment adjusting device according to claim 15, wherein the intelligent environment adjusting device comprises one of an air conditioner, a humidifier, an air purifier, an electric heater, a humidifier, a cleaning robot, and a vacuuming robot. Or a variety.
17. An intelligent environment control engine for intelligently regulating an environment of at least one indoor space, characterized by comprising:

    a data acquisition device configured to acquire environmental parameters of each indoor space to generate an environmental parameter set;

    A regulation rule generation device is arranged to generate and maintain a set of environmental regulation rules for one or more environmental parameters to form a set of regulatory rules.
18. The intelligent environment regulation engine according to claim 17, wherein

    The data acquisition device is further configured to acquire device parameters of one or more environmental conditioning devices disposed in each indoor space to generate a device parameter set; and/or

    The data acquisition device is further configured to acquire user data of a user associated with each indoor space to generate a user data set,

    And, the regulation rule generating means is further configured to generate/adjust a regulation rule with reference to the device parameter set and/or the user data set.
19. The intelligent environment control engine according to claim 17 or 18, further comprising:

    a user feedback acquisition device configured to obtain feedback from a user associated with each indoor space,

    And, the regulation rule generating apparatus is further configured to dynamically update the regulation rule set based on the feedback acquired by the user feedback acquisition apparatus.
20. The intelligent environment regulation engine according to claim 19, wherein the feedback of the user comprises:

    The user's evaluation of the environmental control results of the indoor space; and/or

    The result of the operation of the user on the environment control device.
21. The intelligent environment control engine according to claim 20, further comprising:

    a cluster analysis device configured to target the set of environmental parameters and/or the set of device parameters and/or the set of user data associated with a plurality of users, by one or more parameter types of the sets Performing a cluster analysis to generate a clustering group associated with the one or more parameter types,

    The regulation rule generating apparatus is further configured to form a cluster regulation rule set for the cluster group.
22. The intelligent environment control engine according to claim 17, wherein the environmental parameters include temperature, humidity, PM 2.5 index, PM 10 index, CO content, noise, gas, benzene, formaldehyde, and air organic matter (TVOC). One or more.
23. The intelligent environment control engine according to claim 18, wherein

    The device parameters include device configuration parameters and/or device health data.

    Wherein, the device configuration parameter includes one or more of power, function switch combination, display mode, operation duration or lifetime of the environment adjustment device,

    And wherein the device operating condition data includes one or more of a device component life condition, a device cumulative running time, a device noise condition, a device operating efficiency state, and a device fault real-time detection result;

    The user data includes one or more of user health data, user lifestyle data, user consumption habit data, user travel habit data, user location data, user customization data, and user sensing data.
24. The intelligent environment regulation engine according to claim 23, wherein the user sensing data comprises one or more of a sensed user's voice, image, and gesture action.
25. An environmental control device comprising:

    An environmental monitor configured to acquire environmental parameters of an indoor space associated with the environmental control device;

    a regulation rule receiving device configured to receive an environmental regulation rule from the outside;

    The regulation command generating means is configured to generate an environmental regulation instruction for the environmental conditioning device disposed in the indoor space based on the environmental parameter and the received environmental regulation rule.
26. The environmental control device according to claim 25, further comprising:

    A user feedback device configured to receive a user's evaluation of environmental conditioning results of the indoor space and/or user operation of the environmental conditioning device.

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