CN106572195A - Indoor environment cloud platform based on mobile terminal - Google Patents
Indoor environment cloud platform based on mobile terminal Download PDFInfo
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- CN106572195A CN106572195A CN201710041222.1A CN201710041222A CN106572195A CN 106572195 A CN106572195 A CN 106572195A CN 201710041222 A CN201710041222 A CN 201710041222A CN 106572195 A CN106572195 A CN 106572195A
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Abstract
The invention provides an indoor environment cloud platform based on a mobile terminal, and relates to the field of indoor environment monitoring. The cloud platform stores building information of at least one building and a user comfort interval of the mobile terminal, is connected with the at least one mobile terminal, and receives and stores mobile terminal positioning information, indoor environment monitoring data and user feedback data; and calculating the indoor environment state of the building, the indoor comfort interval of the building and comfort indexes according to the positioning information of the mobile terminal, the indoor environment monitoring data of the building and the user comfort interval. The cloud platform can also calculate and correct the user comfort interval of the mobile terminal according to the user feedback data, the mobile terminal positioning information and the building indoor environment state. In addition, the cloud platform sets data access authority, and can send data to the equipment or the system connected with the cloud platform according to the data access authority. The problem of current make full use of building indoor environment information and user feedback information thereby create the indoor environment that satisfies the travelling comfort demand for the user initiative is solved.
Description
Technical Field
The invention relates to the field of indoor environment, in particular to the field of indoor environment data utilization.
Background
With the improvement of living standard, people have higher and higher quality requirements on indoor environment, and begin to pay attention to the relationship between the quality of living and working environment and the health, comfort, working and learning efficiency and energy consumption of human bodies. With the increasing attention of people, various indoor environment sensors gradually enter the working and living environments of people. With the rapid development of mobile terminal technology and information technology, the functions of a user carrying one or more mobile terminals with the user are more and more powerful, and some mobile terminals can be embedded with an embedded sensor for detecting the air condition.
At present, most indoor environment sensors are installed at fixed positions in a building, and are integrated into an automatic control system of the building through wired or wireless transmission, and a user can obtain information of the sensors through an interface of the building control system or a web publishing interface, and meanwhile, the user can adjust indoor air conditioning equipment according to own feeling to meet own requirements. However, the sensors are usually installed at a certain fixed position, mutual verification is lacked, and the sensors are often damaged or the accuracy is reduced after long-time operation, so that the environmental state cannot be accurately measured; building control systems of all buildings are independent, and users are difficult to check, analyze and compare indoor environment states of a plurality of buildings simultaneously; building control system and building managers can not obtain the environmental comfort requirement feedback of users, and are difficult to dynamically adjust, and the comfort requirement of users can be responded at any time. Especially, in an indoor environment where a plurality of people work or live together, the comfortable demands of each person are different, and it is more difficult to ensure that the indoor environment meets the demands of most people.
Aiming at the problem that the indoor environment meeting the user requirements is built by fully utilizing the indoor environment information of the building and the user feedback information in the related technology, an effective solution is not provided at present.
Disclosure of Invention
The invention provides an indoor environment cloud platform based on a mobile terminal. The problem that the indoor environment meeting the user requirements is built by making full use of the indoor environment information of the building and the feedback information of the user at present is solved, and meanwhile, the user operation experience is considered.
In order to achieve the purpose, the invention adopts the following technical scheme:
the utility model provides an indoor environment cloud platform based on mobile terminal, the cloud platform links to each other with at least one mobile terminal, and the building information of at least one building and mobile terminal's user comfort interval are stored to the cloud platform, includes:
receiving and storing mobile terminal positioning information;
receiving and storing indoor environment monitoring data of the mobile terminal;
obtaining the indoor environment state of the building according to the positioning information of the mobile terminal and the indoor environment monitoring data of the mobile terminal; and
and calculating the comfortable interval of the indoor environment of the building and the comfort index of the indoor environment according to the indoor environment state of the building, the positioning information of the mobile terminal and the comfortable interval of the user of the mobile terminal.
Specifically, obtaining the building indoor environment state according to the mobile terminal positioning information and the indoor environment monitoring data of the mobile terminal includes:
acquiring building indoor environment monitoring data according to the mobile terminal positioning information and the indoor environment monitoring data sent by the mobile terminal; and
and calculating the indoor environment state of the building according to the monitoring data of the indoor environment of the building.
Specifically, according to building indoor environment state, mobile terminal positioning information and the comfortable interval of mobile terminal's user calculate building indoor environment comfortable interval and indoor environment travelling comfort index, include:
calculating a comfortable interval of the indoor environment of the building according to the positioning information of the mobile terminal and the comfortable interval of the user of the mobile terminal; and
and calculating the comfort index of the indoor environment of the building according to the indoor environment state of the building, the positioning information of the mobile terminal and the user comfort interval of the mobile terminal.
Further, indoor environment cloud platform based on mobile terminal still includes:
receiving and storing user feedback data of the mobile terminal;
and calculating and correcting the user comfort interval of the mobile terminal according to the user feedback data of the mobile terminal, the positioning information of the mobile terminal and the indoor environment state of the building.
Further, indoor environment cloud platform based on mobile terminal still includes:
data access rights for devices or systems connected to the cloud platform;
and the cloud platform sends data to the equipment or the system connected with the cloud platform according to the data access authority.
The utility model provides an indoor environment cloud platform device based on mobile terminal, the cloud platform links to each other with at least one mobile terminal, and the building information of at least one building and mobile terminal's user comfort interval are stored to the cloud platform, includes:
the first receiving module is used for receiving the positioning information of the mobile terminal;
the second receiving module is used for receiving indoor environment monitoring data of the mobile terminal;
the third receiving module is used for receiving user feedback data of the mobile terminal;
the first processing module is used for obtaining the indoor environment state of the building according to the positioning information of the mobile terminal and the indoor environment monitoring data of the mobile terminal;
the second processing module is used for calculating a building indoor environment comfort interval and an indoor environment comfort index according to the building indoor environment state, the mobile terminal positioning information and the user comfort interval of the mobile terminal;
the third processing module is used for calculating and correcting a user comfort interval of the mobile terminal according to the user feedback data of the mobile terminal, the positioning information of the mobile terminal and the indoor environment state of the building;
and the storage module is used for storing the received building information, the positioning information of the mobile terminal, the user comfort interval of the mobile terminal, the indoor environment monitoring data and the user feedback data of the mobile terminal, and storing the calculated building indoor environment state, building indoor environment comfort interval and indoor environment comfort index.
Specifically, the first processing module includes:
the first processing unit is used for acquiring building indoor environment monitoring data according to the mobile terminal positioning information and the indoor environment monitoring data sent by the mobile terminal; and
and the second processing unit is used for calculating the indoor environment state of the building according to the indoor environment monitoring data of the building.
Specifically, the second processing module includes:
the third processing unit is used for acquiring a user comfort interval of the mobile terminal in the building according to the mobile terminal positioning information and the user comfort interval of the mobile terminal;
the fourth processing unit is used for calculating the comfortable interval of the indoor environment of the building according to the comfortable interval of the user of the mobile terminal in the building; and
and the fifth processing unit is used for calculating the comfort index of the indoor environment of the building according to the indoor environment state of the building and the user comfort interval of the mobile terminal in the building.
Further, an indoor environment cloud platform device based on a mobile terminal may further include:
the authority management module is used for managing the data access authority of the equipment or the system connected with the cloud platform;
and the sending module is used for sending data to the equipment or the system connected with the cloud platform according to the data access authority.
Further, the mobile terminal includes but is not limited to one or more of a smart phone, a tablet computer, and a wearable device.
Further, the building includes a building body or any room in the building.
Further, the indoor environment monitoring data includes, but is not limited to, one or more of temperature data, humidity data, PM2.5 data, and Voc data of the building body or any room in the building.
Furthermore, the mode of acquiring the indoor environment monitoring data by the mobile terminal includes, but is not limited to, acquiring the indoor environment monitoring data by a sensor connected with the mobile terminal, acquiring the indoor environment monitoring data by communicating with a building automatic control system, and acquiring one or more of intelligent electrical equipment inside the building.
Further, the user feedback data includes, but is not limited to, one or more of parameters such as user feedback environment comfort satisfaction, user set comfort interval, user directly adjusting air conditioning system temperature, wind speed, and the like.
Further, the mobile terminal positioning information obtaining mode includes but is not limited to: GPS positioning; one or more of mobile base station positioning, Wi-Fi auxiliary positioning, AGPS positioning, Bluetooth and NFC.
Further, comfort intervals include, but are not limited to: one or more of a thermal comfort zone and an air quality zone.
Further, the equipment connected with the cloud platform comprises one or more of an air conditioner, a heater, a fresh air unit, an air purifier, a humidifier and a dehumidifier.
According to the indoor environment cloud platform based on the mobile terminal, provided by the invention, the indoor environment state, the user comfort index, the indoor environment comfort interval and the indoor environment comfort index of a building are calculated through the positioning information, the user comfort interval, the indoor environment monitoring data and the user feedback data of the mobile terminal. The comfortable interval of the user reflects the real and comfortable demands of the user, after the user of the mobile terminal enters the building, the cloud platform can directly adjust the comfortable interval of the indoor environment and the comfortable index of the indoor environment through the positioning information of the mobile terminal and the comfortable interval of the user to meet the comfortable demands of the user, so that the hysteresis effect of user adjustment is avoided, and meanwhile, the indoor environment of multi-user work or life can meet the comfortable demands of most of people.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this application, illustrate embodiments of the invention and, together with the description, serve to explain the invention and not to limit the invention. In the drawings:
fig. 1 is a schematic diagram of an implementation method of an indoor environment cloud platform based on a mobile terminal according to embodiment 1 of the present invention;
fig. 2 is a schematic device diagram of an indoor environment cloud platform based on a mobile terminal according to embodiment 1 of the present invention;
fig. 3 is a flow of acquiring an indoor environment state according to embodiment 1 of the present invention;
fig. 4 is an implementation flow of obtaining an indoor environment comfort interval and an indoor environment comfort index according to embodiment 1 of the present invention;
FIG. 5 is a specific implementation flow for obtaining a comfort index of an indoor environment of a building according to embodiment 1 of the present invention;
fig. 6 is a flowchart of a specific implementation of calculating and correcting a user comfort interval of a mobile terminal according to embodiment 1 of the present invention;
fig. 7 is a schematic diagram of an implementation method of an indoor environment cloud platform based on a mobile terminal according to embodiment 2 of the present invention;
fig. 8 is an implementation flow of obtaining an indoor environment comfort interval and an indoor environment comfort index according to embodiment 2 of the present invention;
fig. 9 is a flowchart of a specific implementation of calculating and correcting a user comfort interval of a mobile terminal according to embodiment 3 of the present invention;
fig. 10 is a specific implementation flow for obtaining the comfort index of the indoor environment of the building according to embodiment 3 of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, a flowchart of an embodiment 1 of a mobile terminal-based indoor environment cloud platform according to the present invention is shown, where the cloud platform is connected to at least one mobile terminal, and stores building information of at least one building and a user comfort zone of the mobile terminal, and this embodiment may include the following steps:
step 101, receiving and storing mobile terminal positioning information;
102, receiving and storing indoor environment monitoring data sent by a mobile terminal;
103, acquiring the indoor environment state of the building according to the positioning information of the mobile terminal and the indoor environment monitoring data;
and 104, calculating a building indoor environment comfort interval and an indoor environment comfort index according to the building indoor environment state, the mobile terminal positioning information and the user comfort interval of the mobile terminal.
In this embodiment, the obtaining of the indoor environment status of the building according to the positioning information of the mobile terminal and the indoor environment monitoring data of the mobile terminal in step 103 may be implemented by the following steps, referring to fig. 3:
step 301, obtaining building indoor environment monitoring data according to the mobile terminal positioning information and the indoor environment monitoring data of the mobile terminal.
Obtaining a mobile terminal corresponding to the building according to the building information and the mobile terminal positioning information, wherein the mobile terminal is expressed as follows by a formula:
T= (T1,T2,…,Tn)，
wherein, T represents the mobile terminal corresponding to the building, and n represents the number of the mobile terminals in the building.
According to the mobile terminal corresponding to the building and the indoor environment information sent by the mobile terminal, building indoor environment monitoring data can be obtained, and the data is expressed as follows through a formula:
Sd= (S1, S2, …, Sk)
wherein S isdThe indoor environment monitoring data obtained by the mobile terminal are represented, and k represents the number of the indoor environment monitoring data types. S1、S2…SkExpressed by the formula:
S1: S1,1, S1,2, … S1,n
S2: S2,1, S2,2, … S2,n
…
Sk: Sk,1, Sk,2, … Sk,n
and if the mobile terminal does not have the value of the environment monitoring variable, expressing the value by using a nonnumeric character.
Step 302, calculating the indoor environment state of the building according to the indoor environment monitoring data of the building.
The indoor environment state of the building is expressed by the following formula:
S=(S1，S2，…,Sk)
wherein,Swhich represents the state of the indoor environment of the building,Sirepresents the building indoor environment state in the i-th building (i =1, 2)…, k), calculation method of indoor environment state of various buildings, expressed by formula:
S1= F(S1,1, S1,2, … S1,n)
S2= F(S2,1, S2,2, … S2,n)
…
Sk= F(Sk,1, Sk,2, … Sk,n)
in this embodiment, F may be implemented by using a kalman filter algorithm or another filter algorithm.
In this embodiment, the step 104 is to calculate the building indoor environment comfort zone and the indoor environment comfort index according to the building indoor environment state, the mobile terminal location information, and the user comfort zone of the mobile terminal, and referring to fig. 4, this may be implemented as follows:
step 401, obtaining a user comfort interval of the mobile terminal in the building according to the mobile terminal positioning information and the user comfort interval of the mobile terminal. The method can be realized by the following steps:
obtaining a mobile terminal corresponding to the building according to the building information and the mobile terminal positioning information, wherein the mobile terminal is expressed as follows by a formula:
T= (T1,T2,…,Tn)，
wherein, T represents the mobile terminal corresponding to the building, and n represents the number of the mobile terminals in the building.
Obtaining a user comfort interval of the mobile terminal corresponding to the building according to the building information and the mobile terminal positioning information, wherein the user comfort interval is expressed by a formula as follows:
Ω:Ω1，Ω2，…，Ωn
wherein n represents the number of mobile terminals.
And 402, calculating a building indoor environment comfort interval according to the user comfort interval of the building indoor mobile terminal. Expressed by the formula:
Ω＝Ω1∩Ω2∩…∩Ωn∩Ωg
wherein omegagThe general comfort interval can be set according to actual conditions.
Step 403, calculating a comfort index of the building indoor environment according to the building indoor environment state, the mobile terminal positioning information and the user comfort zone of the mobile terminal, see fig. 5.
Step 4031, calculating an index of the building indoor environment state deviating from the user comfort interval according to the building indoor environment state and the user comfort interval of the mobile terminal corresponding to the building, and expressing the index as follows through a formula:
D(Ωi) = F（S, Ωi）
wherein, D (Ω)i) And indicating that the building indoor environment state deviates from the user comfort interval index of the ith mobile terminal.
Step 4032, calculating a user comfort index of the ith mobile terminal according to the deviation of the indoor environment state of the building from the user comfort interval index, wherein the user comfort index is expressed by a formula:
Ci＝ 100 –D(Ωi)
wherein, CiIs the user comfort index of the ith mobile terminal.
4033, calculating the comfort index of the indoor environment of the building according to the comfort index of the user of the mobile terminal, and expressing the comfort index of the indoor environment of the building by a formula as follows:
CA＝b1C1+ b2C2+… bnCn+ bgCg
wherein C isAThe index of the comfort of the indoor environment of the building is obtained; b1, b2,…, bn, bgRespectively for each user and a general normalized comfort index weight, b1+b2+…, bn,+bg=1；CgFor a general comfort index, it can be formulated as:
Cg＝ 100 - D(Ωg)
wherein omegagIs a general comfort zone.
Further, the implementation may further include the steps of:
and step 105, receiving and storing the feedback data of the mobile terminal user.
And 106, calculating and correcting a user comfort interval of the mobile terminal according to the feedback data of the mobile terminal user, the positioning information of the mobile terminal and the indoor environment state of the building. Referring to fig. 6, this may be achieved by:
through omegaiRepresenting a user comfort interval of an ith mobile terminal;
expressing the user feedback data of the ith mobile terminal by a formula:
Bi= (Bi,1,Bi,2,…,Bi,m)
wherein, BiFeedback data representing the ith mobile terminal user, which may consist of m different user feedbacks.
Step 601, obtaining the building indoor environment state corresponding to the user feedback data according to the mobile terminal positioning information and the building indoor environment state, and expressing as follows through a formula:
S=(S1，S2，…,Sk)
wherein,Sithe building indoor environment state is the ith building indoor environment state.
Step 602, calculating and correcting a user comfort interval according to the building indoor environment state and the user feedback data, wherein the relationship between the user comfort interval of the ith mobile terminal and the building indoor environment state and the user feedback data is expressed by a formula as follows:
Ωi= F(S, Bi)
wherein, F represents the correction function of the comfortable interval, the indoor environment state of the building and the user feedback data.
In this embodiment, the cloud platform stores the calculated indoor environment state and comfort index data of the building in a unified manner, and when a certain connected device or system needs to acquire the indoor environment state and comfort index data, the data can be directly read from the connected cloud platform, so that the indoor environment data can be shared among all devices or systems connected with the cloud platform.
Referring to fig. 7, which shows a flowchart of an embodiment 2 of a mobile terminal-based indoor environment cloud platform according to the present invention, where the cloud platform is connected to at least one mobile terminal, and stores building information of at least one building and a user comfort zone of the mobile terminal, the embodiment may include the following steps:
step 101, receiving and storing mobile terminal positioning information;
102, receiving and storing indoor environment monitoring data sent by a mobile terminal;
103, acquiring a mobile terminal corresponding to the building and the building where the mobile terminal is located according to the mobile terminal positioning information;
104, acquiring the indoor environment state of the building according to the mobile terminal corresponding to the building and the indoor environment monitoring data;
and 105, calculating the building indoor environment comfort interval and the indoor environment comfort index according to the building indoor environment state, the mobile terminal corresponding to the building and the user comfort interval of the mobile terminal.
In this embodiment, the mobile terminal corresponding to the building obtained according to the mobile terminal positioning information in step 103 may implement the following functions:
obtaining a mobile terminal corresponding to the building according to the building information and the mobile terminal positioning information, wherein the mobile terminal is expressed as follows by a formula:
T= (T1,T2,…,Tn)，
wherein, T represents the mobile terminal corresponding to the building, and n represents the number of the mobile terminals in the building.
After the mobile terminal information corresponding to the building is obtained, the information can be directly used in the step 104 and the step 106 without performing calculation again.
In this embodiment, the obtaining of the building indoor environment state according to the mobile terminal corresponding to the building and the indoor environment monitoring data of the mobile terminal in step 104 may be implemented by:
step 3201, building indoor environment monitoring data is obtained according to the mobile terminal corresponding to the building and the indoor environment monitoring data sent by the mobile terminal.
Step 3202 calculates the building indoor environment status according to the building indoor environment monitoring data.
In this embodiment, the step 105 is to calculate the building indoor environment comfort zone and the indoor environment comfort index according to the building indoor environment state, the building corresponding mobile terminal, and the user comfort zone of the mobile terminal, and referring to fig. 8, the following steps may be implemented:
step 4201, obtaining a user comfort interval of the mobile terminal according to the user feedback data, the mobile terminal corresponding to the building and the indoor environment state of the building.
Step 4202, calculating the comfort index of the indoor environment of the building according to the indoor environment state of the building, the positioning information of the mobile terminal and the user comfort interval of the mobile terminal.
In this embodiment, the calculation performed by using the mobile terminal positioning information in step 103 and step 104 in embodiment 1 is placed in step 103, and step 103 and step 104 in embodiment 1 are changed to step 104 and step 105, respectively, and the calculation of the mobile terminal positioning information is not performed any more. The embodiment only changes the calculation sequence, and does not affect the idea of the invention.
Embodiment 3 shows another implementation manner of step 106 and step 402 in embodiment 1 of the present invention.
In step 106, calculating and correcting the user comfort interval of the mobile terminal according to the user feedback data, the mobile terminal positioning information and the building indoor environment state, referring to fig. 9, may be implemented as follows:
through omegaiRepresenting a user comfort interval of an ith mobile terminal;
expressing the user feedback data of the ith mobile terminal by a formula:
Bi= (Bi,1,Bi,2,…,Bi,m)
wherein, BiUser feedback data representing the ith mobile terminal, which may be composed of m different user feedbacks.
Step 6301, obtaining the building indoor environment state corresponding to the user feedback data according to the positioning information of the mobile terminal and the building indoor environment state, and expressing as follows through a formula:
S=(S1，S2，…,Sk)。
6302, calculating and correcting the user comfort interval of the mobile terminal according to the building indoor environment state and the user feedback data, wherein the relationship between the user comfort interval of the ith mobile terminal and the building indoor environment state and the user feedback data is expressed by a formula:
Ωi= F(S, Bi)
wherein, F represents a relation function of the comfort interval, the indoor environment state of the building and the user feedback data.
Step 6303, calculating the comfort index of the ith mobile terminal user, which is expressed by the formula:
Ci＝ 100 –D(Ωi)
wherein, D (Ω)i) Representing the deviation of the indoor environment state of the building from the user comfort interval omega of the ith mobile terminaliIs used as an index of (1). Expressed by the formula:
D(Ωi) = F（S, Ωi）。
accordingly, the step 403 in embodiment 1 of calculating the comfort index of the indoor environment of the building according to the state of the indoor environment of the building, the positioning information of the mobile terminal, and the user comfort zone of the mobile terminal may use the calculation result of the step 6303, which is shown in fig. 10 and may be implemented as follows:
step 43031, obtaining the mobile terminal corresponding to the building according to the building information and the mobile terminal positioning information, and the formula is:
T= (T1,T2,…,Tn)。
43032, calculating building indoor environment comfort indexes according to the mobile terminal corresponding to the building and user comfort indexes of the mobile terminal, and expressing as follows by a formula:
CA＝b1C1+ b2C2+… bnCn+ bgCg
wherein b is1, b2,…, bn, bgNormalized comfort index weights, b, for each user and for the general purpose, respectively1+b2+…,bn,+bg=1；C1、C2、…CnThe user comfort index of the mobile terminal is obtained; cgIs a general comfort index; can be formulated as:
Cg＝ 100 - D(Ωg)
wherein omegagIs a general comfort zone.
In this embodiment, the calculation order of step 106 and step 402 in embodiment 1 is modified, and does not affect the idea of the present invention.
Embodiment 4 shows a more specific implementation manner of calculating and correcting the user comfort interval of the mobile terminal according to the user feedback data, the mobile terminal positioning information and the building indoor environment state in step 106 in embodiment 1 of the present invention, which may be implemented by the following manners:
in the present embodiment, the user is heated to comfort the region Ωth,iA user comfort interval representation form as an ith mobile terminal;
the cold and the hot are taken as the feedback data of the ith mobile terminal user, and the feedback data is expressed by a formula as follows:
Bi=(C,H)
where C denotes cold feedback and H denotes hot feedback.
Step 4401, acquiring the building indoor environment state corresponding to the user feedback data according to the mobile terminal positioning information and the building indoor environment state, and expressing as follows through a formula:
S=(S1，S2，…,Sk)。
step 4402, calculating and correcting a user comfort interval of the mobile terminal according to the building indoor environment state and the user feedback data, wherein the relationship between the ith mobile terminal user thermal comfort interval and the building indoor environment state and the user feedback data is expressed by a formula as follows:
Ωth,i= F(PMV, Bi)
wherein, PMV is the comprehensive evaluation index of comprehensive characterization indoor temperature, indoor humidity, indoor radiant temperature, indoor wind speed, can be expressed as through the formula:
wherein,Mrepresents the metabolic rate, W/m2；WRepresents the heat consumed by external work (negligible for most activities), W/m2；I cl Denotes the clothing thermal resistance, m2℃/W；f cl Represents the ratio of the body surface area of a person when worn to the body surface area of a person when exposed;t a represents the air temperature, deg.C;t r represents the mean radiant temperature, DEG C;v ar represents the air flow rate, m/s;p a represents the partial pressure of water vapor, Pa;h c represents the convective heat transfer coefficient, W/(m2 deg.C);
t cl expressed as the surface temperature of the garment, deg.C.
In the present embodiment, it is assumed that the PMV value calculated from the building environment state is h. Implementation by PMV and B in the following manneriCalculate Ωth,i：
Preset omegath,iIs PMV ∈ [ -0.5,0.5 [)]；
If the user has no feedback, the user comfort interval Ωth,iIs PMV ∈ [ -0.5,0.5 [)];
If the user feedback is H, and H is [ -0.5,0.5 [)]Within the range, the user comfort interval Ωth,iIs PMV ∈ [ -0.5, h]；
If the user feedback is C and h is [ -0.5,0.5 [)]Within the range, the user comfort interval Ωth,iIs PMV ∈ [ h,0.5 [ ]]。
According to the indoor environment cloud platform based on the mobile terminal, provided by the embodiment of the invention, the indoor environment state, the user comfort interval, the user comfort index, the indoor environment comfort interval and the indoor environment comfort index of a building are calculated through the positioning information, the indoor environment monitoring data and the user feedback data of the mobile terminal. The user comfort interval reflects the real comfort requirement of the user, and after the mobile terminal user enters the building, the cloud platform can directly adjust the indoor environment comfort interval and the indoor environment comfort index through the positioning information of the mobile terminal and the user comfort interval so as to meet the comfort requirement of the user. Therefore, the hysteresis effect of user adjustment is avoided, and the indoor environment for multi-person co-working or living can meet the comfortable requirements of most people.
As will be appreciated by one skilled in the art, embodiments of the present invention may 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 an embodiment in accordance with software and hardware aspects. Furthermore, the present invention may 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, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and the basis of a flow and/or block of the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The principle and the implementation mode of the invention are explained by applying specific embodiments in the invention, and the description of the embodiments is only used for helping to understand the method and the core idea of the invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.
Claims (9)
1. The utility model provides an indoor environment cloud platform based on mobile terminal, the cloud platform with at least one mobile terminal links to each other, the building information of at least one building of cloud platform storage reaches mobile terminal's user comfort interval, its characterized in that includes:
receiving and storing the mobile terminal positioning information;
receiving and storing indoor environment monitoring data of the mobile terminal;
calculating the indoor environment state of the building according to the positioning information of the mobile terminal and the indoor environment monitoring data of the mobile terminal; and
and calculating the indoor environment state of the building, the comfortable interval of the indoor environment of the building and the comfort index of the indoor environment according to the indoor environment state of the building, the positioning information of the mobile terminal and the comfortable interval of the user of the mobile terminal.
2. The method of claim 1, wherein obtaining the indoor environment status of the building according to the positioning information of the mobile terminal and the indoor environment monitoring data of the mobile terminal comprises:
acquiring building indoor environment monitoring data according to the mobile terminal positioning information and the indoor environment monitoring data sent by the mobile terminal; and
and calculating the indoor environment state of the building according to the monitoring data of the indoor environment of the building.
3. The method of claim 1, wherein calculating a building indoor environment comfort zone and an indoor environment comfort index according to the building indoor environment state, the mobile terminal location information and a user comfort zone of the mobile terminal comprises:
acquiring a user comfort interval of the mobile terminal in the building according to the mobile terminal positioning information and the user comfort interval of the mobile terminal;
calculating a building indoor environment comfort interval according to the user comfort interval of the mobile terminal in the building; and
and calculating the comfort index of the indoor environment of the building according to the indoor environment state of the building and the user comfort interval of the mobile terminal in the building.
4. The method of claim 1, further comprising:
receiving and storing user feedback data of the mobile terminal; and
and calculating and correcting a user comfort interval of the mobile terminal according to the user feedback data, the mobile terminal positioning information and the building indoor environment state.
5. The method of claim 1, further comprising:
data access rights of a device or system connected to the cloud platform;
and the cloud platform sends data to the equipment or the system connected with the cloud platform according to the data access authority.
6. The method of claim 1, wherein:
the mobile terminal comprises but is not limited to one or more of a smart phone, a tablet computer and wearable equipment;
the building comprises a building body or any room in the building;
the indoor environment monitoring data comprises but is not limited to one or more of temperature data, humidity data, PM2.5 data and Voc data of a building body or any room in the building;
the mode of acquiring the indoor environment monitoring data by the mobile terminal comprises but is not limited to acquiring the indoor environment monitoring data by a sensor connected with the mobile terminal, communicating with a building automatic control system to acquire the indoor environment monitoring data and one or more intelligent electrical equipment in the building;
the user feedback data comprises but is not limited to one or more of parameters such as user feedback environment comfort satisfaction, user set comfort interval, temperature and wind speed of the air conditioning system directly adjusted by the user and the like;
the mobile terminal positioning information obtaining mode includes but is not limited to:
GPS positioning; one or more of mobile base station positioning, Wi-Fi auxiliary positioning, AGPS positioning, Bluetooth and NFC;
the comfort interval includes, but is not limited to: one or more of a thermal comfort zone and an air quality zone.
7. The utility model provides an indoor environment cloud platform device based on mobile terminal, its characterized in that, the cloud platform with at least one mobile terminal links to each other, the building information of at least one building of cloud platform storage and the comfortable interval of mobile terminal user of predetermineeing, its characterized in that includes:
the first receiving module is used for receiving the positioning information of the mobile terminal;
the second receiving module is used for receiving indoor environment monitoring data of the mobile terminal;
the third receiving module is used for receiving user feedback data of the mobile terminal;
the first processing module is used for acquiring the indoor environment state of the building according to the positioning information of the mobile terminal and the indoor environment monitoring data of the mobile terminal;
the second processing module is used for calculating a building indoor environment comfort interval and an indoor environment comfort index according to the building indoor environment state, the mobile terminal positioning information and the mobile terminal user comfort interval;
the third processing module is used for calculating and correcting a user comfort interval of the mobile terminal;
the storage module is used for storing the received building information, the mobile terminal positioning information, the indoor environment monitoring data and the user feedback data, and storing the calculated building indoor environment state, the user comfort interval of the mobile terminal, the building indoor environment comfort interval and the indoor environment comfort index;
the authority management module is used for managing the data access authority of the equipment or the system connected with the cloud platform; and
and the sending module is used for sending data to the equipment or the system connected with the cloud platform according to the data access authority.
8. The cloud platform of claim 7, wherein the first processing module comprises:
the first processing unit is used for acquiring building indoor environment monitoring data according to the mobile terminal positioning information and the indoor environment monitoring data sent by the mobile terminal; and
and the second processing unit is used for calculating the indoor environment state of the building according to the monitoring data of the indoor environment of the building.
9. The cloud platform of claim 7, wherein the second processing module comprises:
the third processing unit is used for acquiring a user comfort interval of the mobile terminal in the building according to the mobile terminal positioning information and the user comfort interval of the mobile terminal;
the fourth processing unit is used for calculating a building indoor environment comfort interval according to the user comfort interval of the mobile terminal in the building; and
and the fifth processing unit is used for calculating the comfort index of the indoor environment of the building according to the indoor environment state of the building and the user comfort interval of the mobile terminal in the building.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115183390A (en) * | 2022-08-18 | 2022-10-14 | 合肥美的暖通设备有限公司 | Control method of air conditioner, air conditioner and storage medium |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101236430A (en) * | 2008-02-26 | 2008-08-06 | 浙江省建筑科学设计研究院有限公司 | Wireless inner network architecture energy consumption and environment real time monitoring and analytical method |
| US20120144041A1 (en) * | 2010-12-02 | 2012-06-07 | Electronics Telecommunications And Research Institute | Resource management apparatus and method for supporting cloud-based communication between ubiquitous objects |
| CN105674491A (en) * | 2016-02-01 | 2016-06-15 | 张凡 | Cloud platform-based indoor environment management system |
-
2017
- 2017-01-20 CN CN201710041222.1A patent/CN106572195A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101236430A (en) * | 2008-02-26 | 2008-08-06 | 浙江省建筑科学设计研究院有限公司 | Wireless inner network architecture energy consumption and environment real time monitoring and analytical method |
| US20120144041A1 (en) * | 2010-12-02 | 2012-06-07 | Electronics Telecommunications And Research Institute | Resource management apparatus and method for supporting cloud-based communication between ubiquitous objects |
| CN105674491A (en) * | 2016-02-01 | 2016-06-15 | 张凡 | Cloud platform-based indoor environment management system |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115183390A (en) * | 2022-08-18 | 2022-10-14 | 合肥美的暖通设备有限公司 | Control method of air conditioner, air conditioner and storage medium |
| CN115183390B (en) * | 2022-08-18 | 2024-02-23 | 合肥美的暖通设备有限公司 | Air conditioner control method, air conditioner and storage medium |
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