CN109491361A - Fault detection method, device, terminal device and the server of device for clothing processing - Google Patents
Fault detection method, device, terminal device and the server of device for clothing processing Download PDFInfo
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- CN109491361A CN109491361A CN201811215512.4A CN201811215512A CN109491361A CN 109491361 A CN109491361 A CN 109491361A CN 201811215512 A CN201811215512 A CN 201811215512A CN 109491361 A CN109491361 A CN 109491361A
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- clothing processing
- operation curve
- curve
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
- G05B23/0262—Confirmation of fault detection, e.g. extra checks to confirm that a failure has indeed occurred
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/20—Pc systems
- G05B2219/24—Pc safety
- G05B2219/24065—Real time diagnostics
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- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Control Of Washing Machine And Dryer (AREA)
Abstract
The present invention proposes fault detection method, device, terminal device and the server of a kind of device for clothing processing, wherein, method includes: to acquire the vibration parameters and/or noise parameter of device for clothing processing in the process of running, according to the vibration parameters and/or noise parameter in operational process, draw corresponding operation curve, operation curve is sent to server, so that server determines device for clothing processing with the presence or absence of failure according to operation curve.By the operating parameter in acquisition device for clothing processing operational process, server is sent to so that server progress fault diagnosis, suggests to provide maintenance, can extend the service life of product, be also convenient for preferably serving after sale, better user experience.
Description
Technical field
The present invention relates to household appliance technical field more particularly to a kind of fault detection methods of device for clothing processing, dress
It sets, terminal device and server.
Background technique
With the continuous improvement of people's living standards, it is increasingly mature with network communication technology, embody personalized, sense of the times
Electric equipment products increasingly obtain the approval and favor of consumer, in order to meet the ever-increasing material requisite of people, currently, clothing
Object processing unit (for example, washing machine) is also more and more high-end, then better user experience, practical degree and establishing good mouth
Upright stone tablet then becomes the most important thing.
Summary of the invention
The present invention is directed to solve at least some of the technical problems in related technologies.
For this purpose, the present invention proposes a kind of fault detection method of device for clothing processing, pass through acquisition device for clothing processing fortune
Operating parameter during row, be sent to server so that server carry out fault diagnosis, thus provide maintenance suggest,
The service life that product can be extended is also convenient for preferably serving after sale, better user experience.
The present invention proposes the fault detection method of another device for clothing processing.
The present invention proposes a kind of fault detection means of device for clothing processing.
The present invention proposes the fault detection means of another device for clothing processing.
The present invention proposes a kind of terminal device.
The present invention proposes a kind of server.
The present invention proposes a kind of computer readable storage medium.
One aspect of the present invention embodiment proposes a kind of fault detection method of device for clothing processing, and this method is set by terminal
It is standby to execute, comprising:
Acquire the vibration parameters and/or noise parameter of device for clothing processing in the process of running；
According to the vibration parameters and/or noise parameter in the operational process, corresponding operation curve is drawn；
The operation curve is sent to server, so that the server determines the clothing according to the operation curve
Object processing unit whether there is failure.
Another aspect of the invention embodiment proposes the fault detection method of another device for clothing processing, and this method is by taking
Business device executes, comprising:
Obtain the operation curve of device for clothing processing；Wherein, the operation curve is existed according to the device for clothing processing
What vibration parameters and/or noise parameter in operational process were drawn；
According to the operation curve, determine the device for clothing processing with the presence or absence of failure.
Another aspect of the invention embodiment proposes a kind of fault detection means of device for clothing processing, comprising:
Acquisition module, for acquiring the vibration parameters and/or noise parameter of device for clothing processing in the process of running；
Drafting module, for drawing corresponding operation according to the vibration parameters and/or noise parameter in the operational process
Curve；
Sending module, for the operation curve to be sent to server, so that the server is bent according to the operation
Line determines the device for clothing processing with the presence or absence of failure.
Another aspect of the invention embodiment proposes the fault detection means of another device for clothing processing, comprising:
Module is obtained, for obtaining the operation curve of device for clothing processing；Wherein, the operation curve is according to the clothing
What object processing unit vibration parameters in the process of running and/or noise parameter were drawn；
Determining module, for determining the device for clothing processing with the presence or absence of failure according to the operation curve.
Another aspect of the invention embodiment proposes a kind of terminal device, comprising: memory, processor and is stored in storage
On device and the computer program that can run on a processor, when the processor executes described program, such as aforementioned one side face is realized
The fault detection method of device for clothing processing described in embodiment.
Another aspect of the invention embodiment proposes a kind of server, comprising: memory, processor and is stored in memory
Computer program that is upper and can running on a processor, when the processor executes described program, realize it is such as aforementioned it is another in terms of
The fault detection method of device for clothing processing described in embodiment.
Another aspect of the invention embodiment proposes a kind of computer readable storage medium, is stored thereon with computer journey
Sequence when the program is executed by processor, realizes the fault detection method of device for clothing processing described in preceding method embodiment.
Technical solution provided by the embodiment of the present invention may include it is following the utility model has the advantages that
The vibration parameters and/or noise parameter of device for clothing processing in the process of running are acquired, according in operational process
Vibration parameters and/or noise parameter, draw corresponding operation curve, and operation curve is sent to server, so that server root
According to operation curve, determine device for clothing processing with the presence or absence of failure.Pass through the operation in acquisition device for clothing processing operational process
Parameter is sent to server so that server progress fault diagnosis, suggests to provide maintenance, can extend making for product
With the service life, it is also convenient for preferably serving after sale, better user experience.
Detailed description of the invention
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments
Obviously and it is readily appreciated that, in which:
Fig. 1 shows the exemplary of the embodiment that can be applied to the fault detection method of device for clothing processing of the application
System architecture 100；
Fig. 2 is a kind of flow diagram of the fault detection method of device for clothing processing provided by the embodiment of the present invention；
Fig. 3 is the process signal of the fault detection method of another kind device for clothing processing provided by the embodiment of the present invention
Figure；
Fig. 4 is the process signal of the fault detection method of another device for clothing processing provided by the embodiment of the present invention
Figure；
Fig. 5 is a kind of structural schematic diagram of the fault detection means of device for clothing processing provided in an embodiment of the present invention；With
And
Fig. 6 is the structural schematic diagram of the fault detection means of another device for clothing processing provided in an embodiment of the present invention.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, it is intended to is used to explain the present invention, and is not considered as limiting the invention.
Below with reference to the accompanying drawings the fault detection method, device, terminal for describing the device for clothing processing of the embodiment of the present invention are set
Standby and server.
Fig. 1 shows the exemplary of the embodiment that can be applied to the fault detection method of device for clothing processing of the application
System architecture 100.
As shown in Figure 1, system architecture 100 may include terminal device 1011,1012, device for clothing processing 102, network
103 and server 104.Wherein, network 103 is for providing communication chain between terminal device 1011,1012 and server 104
The medium on road.Network 103 may include various connection types, such as wired, wireless communication link or fiber optic cables etc..
Terminal device 1011,1012 can be with the various sensors such as microphone, gyroscope and support information exchange
Various electronic equipments, including but not limited to smartwatch, smart phone, tablet computer, pocket computer on knee and desk-top
Computer etc..Terminal device 1011,1012 be used to acquire the vibration parameters in the process of running of device for clothing processing 102 and/
Or noise parameter.
It should be noted that being connected between terminal device 1011,1012, with device for clothing processing 102 using dotted line in Fig. 1
It connects, refers to that not limiting terminal device 1011,1012 is to directly fit acquisition vibration parameters with device for clothing processing 102 and/or make an uproar
Sound parameter, or vibration parameters and/or noise parameter are acquired by discontiguous mode, for example, using wireless mode from clothing
Sensor built in processing unit 102 gets vibration parameters and/or noise parameter.
User can be used terminal device 1011,1012 and be interacted by network 103 with server 104, to receive or send
Data etc..Various client applications, such as detection application program, failure can be installed on terminal device 1011,1012
Monitor application program etc..
Server 104 can be the server for being set to cloud, be also possible to local server, such as to terminal device
1011,1012 the background server of data processing is provided, background server can carry out data according to the request of terminal device
It receives, analyze and issues.
It should be understood that the number of terminal device, device for clothing processing, network and server in Fig. 1 is only schematic
's.According to needs are realized, any number of terminal device, device for clothing processing, network and server can have.
Fig. 2 is a kind of flow diagram of the fault detection method of device for clothing processing provided by the embodiment of the present invention.
As shown in Fig. 2, method includes the following steps:
Step 201, the vibration parameters and/or noise parameter of acquisition device for clothing processing in the process of running.
The executing subject of the embodiment of the present invention is terminal device.
As a kind of possible implementation, terminal device is bonded placement with device for clothing processing, for example, clothing processing dress
Be set to washing machine, terminal device lain against on the upper surface of washing machine so that terminal device can be in the upper table of washing machine
Stable acquisition data on face are specifically equipped with application program in terminal device, open application program, log-on data acquisition
Program, so that terminal device is in the operational process of device for clothing processing, it is periodical by the gyroscope being arranged in terminal device
Oscillation Amplitude is detected, the vibration parameters of device for clothing processing in the process of running are obtained, and/or, in the fortune of device for clothing processing
During row, audio recording is carried out by the microphone being arranged in terminal device, obtains noise parameter.
It is not limited it should be noted that being bonded the position placed in the present embodiment with device for clothing processing for terminal device
It is fixed.
As alternatively possible implementation, it is provided with bluetooth module in terminal device and device for clothing processing, is led to
The wireless transmission function of bluetooth is crossed, terminal device acquires device for clothing processing in the process of running by the gyroscope of itself configuration
It is periodically detected Oscillation Amplitude, the vibration parameters of obtained device for clothing processing in the process of running, and/or, terminal device is adopted
Collect device for clothing processing in the process of running, audio recording is carried out by the microphone of itself configuration, obtains noise parameter.
Step 202, according to the vibration parameters and/or noise parameter in operational process, corresponding operation curve is drawn.
Specifically, the vibration parameters and/or noise parameter according to device for clothing processing in the process of running are drawn corresponding
Operation curve, the operation curve may be used to indicate the operating condition of device for clothing processing, for example, being operational excellence, or operation
It is not in good state, there are failures.
Step 203, operation curve is sent to server, so that server determines clothing processing dress according to operation curve
It sets with the presence or absence of failure.
Wherein, server can be the server for being set to cloud, be also possible to local server, and server can be
Single server is also possible to server cluster, is not construed as limiting in the present embodiment.
Specifically, the operation curve of drafting is sent to server, so that operation curve of the server according to acquisition, really
The fixed corresponding target washing procedure of the operation curve, obtain with the matched reference curve of target washing procedure, by operation curve with
Reference curve is compared, to determine device for clothing processing with the presence or absence of failure.
In the fault detection method of the device for clothing processing of the embodiment of the present invention, run by acquiring device for clothing processing
Vibration parameters and/or noise parameter in journey, draw corresponding operation curve, and be sent to server so that server according to
Operation curve carries out fault diagnosis, suggests to provide maintenance, can extend the service life of product, be also convenient for preferably taking
It is engaged in after sale, better user experience.
In order to realize above-described embodiment, the fault detection method of another device for clothing processing is present embodiments provided, is somebody's turn to do
The executing subject of method is server, and Fig. 3 is the fault detection of another kind device for clothing processing provided by the embodiment of the present invention
The flow diagram of method.
As shown in figure 3, this method may comprise steps of:
Step 301, the operation curve of device for clothing processing is obtained, wherein operation curve is existed according to device for clothing processing
What vibration parameters and/or noise parameter in operational process were drawn.
Specifically, server obtains the operation curve for the device for clothing processing that terminal device is sent, wherein operation curve is
Collected vibration parameters and/or noise parameter are drawn in device for clothing processing operational process according to terminal device.
Step 302, according to operation curve, determine device for clothing processing with the presence or absence of failure.
Specifically, server determines that device for clothing processing is being run according to the operation curve of the device for clothing processing of acquisition
The target washing procedure used in the process, acquisition and the matched reference curve of target washing procedure, by operation curve and with reference to bent
Line is compared, to determine device for clothing processing with the presence or absence of failure.
In the present embodiment, server obtains the operation curve for the device for clothing processing that terminal device is sent, according to the operation
Curve determines that device for clothing processing can provide maintenance by carrying out fault diagnosis to device for clothing processing with the presence or absence of failure
Maintenance suggestion can extend the service life of product, be also convenient for preferably serving after sale, better user experience increases user's
Viscosity.
Based on a upper embodiment, the embodiment of the invention provides the fault detection method of another device for clothing processing, into
One step clearly illustrates that server how according to the operation curve received, carries out the process of fault diagnosis and the place to diagnosis
Reason, Fig. 4 are the flow diagram of the fault detection method of another device for clothing processing provided by the embodiment of the present invention, are such as schemed
Shown in 4, this method includes following step:
Step 401, the operation curve of device for clothing processing is obtained.
It specifically can refer to the step 301 in an embodiment, details are not described herein again.
Step 402, the target washing procedure used in the process of running according to device for clothing processing is obtained and is washed with target
The reference curve of procedure match.
Wherein, target washing procedure, when can be the operation data of server monitoring device for clothing processing, from clothing processing
What device was got；Alternatively, being sent to server together when being that terminal device sends operation curve；Alternatively, being server pair
What the linear analysis of operation curve determined.
It should be noted that if the information of target washing procedure is to be sent to server in company with operation curve by terminal device
, the information for the target washing procedure that terminal device is sent can be user and utilize terminal as a kind of possible implementation
After equipment acquires the operating parameter of device for clothing processing, inputted in the application program installed in terminal device by user.
Specifically, in order to improve fault identification order of accuarcy, the curve under identical washing procedure need to be compared, also
To say, for the reference curve of comparison, with collected operation curve be both needed to it is corresponding collect the operation curve when clothing handle
Target washing procedure performed by device.
As a kind of possible implementation, to device for clothing processing operation curve obtained in history run process into
Row inquiry, will before operational process the obtained operation curve of performance objective washing procedure as reference curve.
As alternatively possible implementation, the operation curve of each device for clothing processing got is inquired, it will be each
The operation curve that device for clothing processing performance objective washing procedure obtains is as reference curve.
As another possible implementation, the type device for clothing processing that server inquiry prestores is in performance objective
Standard operation curve when washing procedure, wherein the device for clothing processing that standard operation curve can be operational excellence is being tested
The operation curve measured in room, using the standard operation curve as reference curve.
Step 403, operation curve is compared with reference curve, to determine device for clothing processing with the presence or absence of failure.
Specifically, feature extraction is carried out to operation curve and reference curve, wherein curvilinear characteristic include peak value, peak-to-peak value,
Mean value, standard deviation, normalization average value etc. obtain feature vector according to the feature of extraction, determine operation curve feature vector and
Similarity between the feature vector of reference curve, such as Euclidean distance or cosine similarity can be used, determine operation
Similarity between the feature vector of curve and the feature vector of reference curve, if the feature vector and reference curve of operation curve
Feature vector between similarity be less than threshold value, determine device for clothing processing normal operation；If the feature vector of operation curve
Similarity between the feature vector of reference curve is greater than or equal to threshold value, and determining device for clothing processing, there are failures, or
It is with potential faults.
Step 404, failure detection result is sent to the associated terminal device of device for clothing processing.
Specifically, when server determines device for clothing processing, there are failures, or there are potential faults, then server to
The associated terminal device of device for clothing processing sends failure detection result, so that terminal device is prompted to user, clothing
Processing unit is based on failure cause convenient for after-sale service personnel and is handled after sale there are failure, or user is reminded to exist
The behaviors such as misoperation remind user to correct, in order to avoid damage device for clothing processing, improves the satisfaction of user, increase
User viscosity.
It should be noted that device for clothing processing and terminal device, which can be, has built up incidence relation in advance, for clothing
The method that object processing unit and terminal device establish incidence relation is not construed as limiting in the present embodiment.
In the fault detection method of the device for clothing processing of the embodiment of the present invention, the operation curve that server will acquire, really
Fixed corresponding target washing procedure, and search obtain with the matched reference curve of target washing procedure, by operation curve and reference
Curve is compared, so that it is determined that device for clothing processing whether there is failure, and when there are failure, closes to device for clothing processing
The terminal device of connection sends failure detection result, so that terminal device is prompted to user, device for clothing processing has event
Barrier is based on failure cause convenient for after-sale service personnel and is handled after sale, or prompting user is there are behaviors such as misoperations,
User is reminded to correct, in case damage device for clothing processing, improves the satisfaction of user, increases user's viscosity.
In order to realize above-described embodiment, the present invention also proposes a kind of fault detection means of device for clothing processing, the device
It is set in terminal device.
Fig. 5 is a kind of structural schematic diagram of the fault detection means of device for clothing processing provided in an embodiment of the present invention.
As shown in figure 5, the device includes: acquisition module 51, drafting module 52 and sending module 53.
Acquisition module 51, for acquiring the vibration parameters and/or noise parameter of device for clothing processing in the process of running.
Drafting module 52, for it is bent to draw corresponding operation according to the vibration parameters and/or noise parameter in operational process
Line.
Sending module 53, for operation curve to be sent to server, so that server determines clothing according to operation curve
Processing unit whether there is failure.
Further, in a kind of possible implementation of the embodiment of the present invention, terminal device and device for clothing processing
Fitting is placed, and above-mentioned acquisition module 51 is specifically used for:
In the operational process of device for clothing processing, vibration width is periodically detected by the gyroscope being arranged in terminal device
Degree, obtains the vibration parameters of device for clothing processing in the process of running；
And/or in the operational process of device for clothing processing, audio record is carried out by the microphone being arranged in terminal device
System, obtains noise parameter.
It should be noted that the aforementioned explanation for executing embodiment of the method to terminal device is also applied for the embodiment
Device, details are not described herein again.
In the fault detection means of the device for clothing processing of the embodiment of the present invention, run by acquiring device for clothing processing
Vibration parameters and/or noise parameter in journey, draw corresponding operation curve, and be sent to server so that server according to
Operation curve carries out fault diagnosis, suggests to provide maintenance, can extend the service life of product, be also convenient for preferably taking
It is engaged in after sale, better user experience.
In order to realize above-described embodiment, the present invention also proposes the fault detection means of another device for clothing processing, the dress
It installs and is placed in server.
Fig. 6 is the structural schematic diagram of the fault detection means of another device for clothing processing provided in an embodiment of the present invention.
As shown in fig. 6, the device includes: to obtain module 61 and determining module 62.
Module 61 is obtained, for obtaining the operation curve of device for clothing processing；Wherein, operation curve is handled according to clothing
What device vibration parameters in the process of running and/or noise parameter were drawn.
Determining module 62, for determining device for clothing processing with the presence or absence of failure according to operation curve.
Further, as a kind of possible implementation of the present embodiment, which can also include: sending module.
Sending module, for sending failure detection result to the associated terminal device of device for clothing processing.
As a kind of possible implementation, above-mentioned determining module 62, comprising:
Acquiring unit, the target washing procedure for being used in the process of running according to device for clothing processing, acquisition and mesh
Mark the matched reference curve of washing procedure.
Operation curve is compared determination unit with reference curve, to determine device for clothing processing with the presence or absence of failure.
As a kind of possible implementation, acquiring unit is specifically used for:
Device for clothing processing operation curve obtained in history run process is inquired, it will be before operational process
The obtained operation curve of performance objective washing procedure is as reference curve；Alternatively, each clothing processing dress that inquiry has been got
The operation curve set, the operation curve that performance objective washing procedure is obtained is as reference curve.
As a kind of possible implementation, determination unit is specifically used for:
Feature extraction is carried out to operation curve and reference curve, obtains feature vector；If the feature vector of operation curve and
Similarity between the feature vector of reference curve is less than threshold value, determines device for clothing processing normal operation；If operation curve
Similarity between feature vector and the feature vector of reference curve is greater than or equal to threshold value, determines that device for clothing processing has event
Barrier.
It should be noted that the explanation of the aforementioned embodiment of the method executed to server is also applied for the embodiment
Device, details are not described herein again.
In the fault detection means of the device for clothing processing of the embodiment of the present invention, the operation curve that server will acquire, really
Fixed corresponding target washing procedure, and search obtain with the matched reference curve of target washing procedure, by operation curve and reference
Curve is compared, so that it is determined that device for clothing processing whether there is failure, and when there are failure, closes to device for clothing processing
The terminal device of connection sends failure detection result, so that terminal device is prompted to user, device for clothing processing has event
Barrier is based on failure cause convenient for after-sale service personnel and is handled after sale, or prompting user is there are behaviors such as misoperations,
User is reminded to correct, in case damage device for clothing processing, improves the satisfaction of user, increases user's viscosity.
In order to realize above-described embodiment, the embodiment of the present invention proposes a kind of terminal device, comprising: memory, processor
And the computer program that can be run on a memory and on a processor is stored, when the processor executes described program, realize
The fault detection method of device for clothing processing as described in aforementioned terminals equipment executes embodiment of the method.
In order to realize above-described embodiment, the embodiment of the present invention proposes a kind of server, comprising: memory, processor and
The computer program that can be run on a memory and on a processor is stored, when the processor executes described program, is realized such as
Aforementioned server executes the fault detection method of device for clothing processing described in embodiment of the method.
In order to realize above-described embodiment, the embodiment of the present invention proposes a kind of computer readable storage medium, stores thereon
There is computer program, when which is executed by processor, realizes the failure of device for clothing processing described in preceding method embodiment
Detection method.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not
It must be directed to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be in office
It can be combined in any suitable manner in one or more embodiment or examples.In addition, without conflicting with each other, the skill of this field
Art personnel can tie the feature of different embodiments or examples described in this specification and different embodiments or examples
It closes and combines.
In addition, term " first ", " second " are used for descriptive purposes only and cannot be understood as indicating or suggesting relative importance
Or implicitly indicate the quantity of indicated technical characteristic.Define " first " as a result, the feature of " second " can be expressed or
Implicitly include at least one this feature.In the description of the present invention, the meaning of " plurality " is at least two, such as two, three
It is a etc., unless otherwise specifically defined.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing custom logic function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discussed suitable
Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, Lai Zhihang function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system, including the system of processor or other can be held from instruction
The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium ", which can be, any may include, stores, communicates, propagates or pass
Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment
It sets.The more specific example (non-exhaustive list) of computer-readable medium include the following: there is the electricity of one or more wirings
Interconnecting piece (electronic device), portable computer diskette box (magnetic device), random access memory (RAM), read-only memory
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device and portable optic disk is read-only deposits
Reservoir (CDROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other are suitable
Medium, because can then be edited, be interpreted or when necessary with it for example by carrying out optical scanner to paper or other media
His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the invention can be realized with hardware, software, firmware or their combination.Above-mentioned
In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage
Or firmware is realized.Such as, if realized with hardware in another embodiment, following skill well known in the art can be used
Any one of art or their combination are realized: have for data-signal is realized the logic gates of logic function from
Logic circuit is dissipated, the specific integrated circuit with suitable combinational logic gate circuit, programmable gate array (PGA), scene can compile
Journey gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries
It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium
In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, each functional unit in each embodiment of the present invention can integrate in a processing module
It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould
Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..Although having been shown and retouching above
The embodiment of the present invention is stated, it is to be understood that above-described embodiment is exemplary, and should not be understood as to limit of the invention
System, those skilled in the art can be changed above-described embodiment, modify, replace and become within the scope of the invention
Type.
Claims (12)
1. a kind of fault detection method of device for clothing processing, which is characterized in that the described method comprises the following steps:
Acquire the vibration parameters and/or noise parameter of device for clothing processing in the process of running；
According to the vibration parameters and/or noise parameter in the operational process, corresponding operation curve is drawn；
The operation curve is sent to server, so that the server determines at the clothing according to the operation curve
Managing device whether there is failure.
2. fault detection method according to claim 1, which is characterized in that the method is executed by terminal device, described
Terminal device is bonded placement with the device for clothing processing；
The vibration parameters and/or noise parameter of the acquisition device for clothing processing in the process of running, comprising:
In the operational process of the device for clothing processing, vibration is periodically detected by the gyroscope being arranged in the terminal device
Dynamic amplitude, obtains the vibration parameters of the device for clothing processing in the process of running；
And/or in the operational process of the device for clothing processing, sound is carried out by the microphone being arranged in the terminal device
Frequency is recorded, and the noise parameter is obtained.
3. a kind of fault detection method of device for clothing processing, which is characterized in that the described method comprises the following steps:
Obtain the operation curve of device for clothing processing；Wherein, the operation curve is being run according to the device for clothing processing
What vibration parameters and/or noise parameter in the process were drawn；
According to the operation curve, determine the device for clothing processing with the presence or absence of failure.
4. fault detection method according to claim 3, which is characterized in that it is described according to the operation curve, determine institute
Device for clothing processing is stated with the presence or absence of failure, comprising:
The target washing procedure used in the operational process according to the device for clothing processing is obtained and is washed with the target
The reference curve of procedure match；
The operation curve is compared with reference curve, failure whether there is with the determination device for clothing processing.
5. fault detection method according to claim 4, which is characterized in that it is described according to the device for clothing processing in institute
The target washing procedure used in operational process is stated, is obtained and the matched reference curve of target washing procedure, comprising:
Device for clothing processing operation curve obtained in history run process is inquired, it will be in the operational process
The obtained operation curve of target washing procedure is executed before as the reference curve；
Alternatively, the operation curve for each device for clothing processing that inquiry has been got, will execute what the target washing procedure obtained
Operation curve is as the reference curve.
6. fault detection method according to claim 4, which is characterized in that described by the operation curve and reference curve
It is compared, failure whether there is with the determination device for clothing processing, comprising:
Feature extraction is carried out to the operation curve and the reference curve, obtains feature vector；
If the similarity between the feature vector of the operation curve and the feature vector of the reference curve is less than threshold value, determine
The device for clothing processing normal operation；
If the similarity between the feature vector of the operation curve and the feature vector of the reference curve is greater than or equal to institute
Threshold value is stated, determines that there are failures for the device for clothing processing.
7. according to the described in any item fault detection methods of claim 3-6, which is characterized in that described bent according to the operation
Line determines the device for clothing processing with the presence or absence of after failure, further includes:
Failure detection result is sent to the associated terminal device of the device for clothing processing.
8. a kind of fault detection means of device for clothing processing, which is characterized in that described device includes:
Acquisition module, for acquiring the vibration parameters and/or noise parameter of device for clothing processing in the process of running；
Drafting module, for it is bent to draw corresponding operation according to the vibration parameters and/or noise parameter in the operational process
Line；
Sending module, for the operation curve to be sent to server, so that the server is according to the operation curve, really
The fixed device for clothing processing whether there is failure.
9. a kind of fault detection means of device for clothing processing, which is characterized in that described device includes:
Module is obtained, for obtaining the operation curve of device for clothing processing；Wherein, the operation curve is according at the clothing
What reason device vibration parameters in the process of running and/or noise parameter were drawn；
Determining module, for determining the device for clothing processing with the presence or absence of failure according to the operation curve.
10. a kind of terminal device characterized by comprising memory, processor and storage are on a memory and can be in processor
The computer program of upper operation when the processor executes described program, realizes clothing processing as claimed in claim 1 or 2
The fault detection method of device.
11. a kind of server characterized by comprising memory, processor and storage are on a memory and can be on a processor
The computer program of operation when the processor executes described program, is realized as at the described in any item clothings of claim 3-7
Manage the fault detection method of device.
12. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor
The fault detection method of device for clothing processing as claimed in claim 1 or 2 is realized when execution, alternatively, realizing such as claim
The fault detection method of the described in any item device for clothing processing of 3-7.
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