CN107123306B - Intelligent monitoring method and system based on Internet of things and cloud computing - Google Patents
Intelligent monitoring method and system based on Internet of things and cloud computing Download PDFInfo
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- G08G1/149—Traffic control systems for road vehicles indicating individual free spaces in parking areas coupled to means for restricting the access to the parking space, e.g. authorization, access barriers, indicative lights
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Abstract
The intelligent monitoring method based on the Internet of things and cloud computing obtains parking space vacancy information, obtains reserved parking information of a reserved user, matches the reserved parking information with the vacancy information, and sends a matching result to the reserved user; updating the vacant parking space information according to the selection of the reservation user; and the access control corresponding to the reserved public parking space and the access control corresponding to the reserved private parking space are opened and closed correspondingly to the reserved vehicle information and the reserved time information. The invention also provides an intelligent monitoring system based on the Internet of things and cloud computing for realizing the method. The invention can improve the utilization rate of the vacant parking spaces, and can reduce the vacant parking spaces in public parking spaces and private parking spaces, so that the vehicle can be more convenient, faster and safer to park when going out, and the problem of difficult parking when going out is solved.
Description
Technical Field
The invention relates to intelligent monitoring of shared parking space service based on the Internet of things, in particular to an intelligent monitoring method and system based on the Internet of things.
Background
The holding amount of vehicles in China is increased rapidly, and particularly in various big cities, the traveling of a vehicle family is seriously influenced by the difficulty of parking and one difficulty. With the popularization and application of the internet of things, how to apply the internet of things to fully utilize the existing parking space resources also becomes a trend.
Disclosure of Invention
In view of this, the invention aims to provide an intelligent monitoring method and system based on internet of things and cloud computing, which can improve the utilization rate of vacant parking spaces.
In order to achieve the above purpose, the solution of the invention is:
the intelligent monitoring method based on the Internet of things and cloud computing is realized through the following steps:
the method comprises the steps of acquiring and storing parking space vacancy information, wherein the parking space vacancy information comprises public parking space vacancy information and private parking space vacancy information, and the public parking space vacancy information comprises public parking space positions, public parking space numbers and public parking space parking states; the private parking space vacant information comprises a private parking space position, a private parking space number, a vacant rate of a private parking space vacant time period, a private parking space parking state and private parking space owner contact information; the vacancy rate of the private parking space vacancy time period refers to the vacancy probability in the set time period counted according to the vacancy condition of the private parking space in the set time period;
acquiring reserved parking information of a reserved user, wherein the reserved parking information comprises reserved vehicle information, reserved parking positions, reserved time information and reserved vehicle owner contact information, the reserved vehicle information comprises reserved vehicle license plates, and the reserved time information comprises reserved parking dates and reserved parking starting time;
matching the reserved parking information with the vacant information of the public parking spaces and the vacant information of the private parking spaces, and sending a matching result to a reserved user;
updating the vacant parking space information according to the selection of the reservation user;
and the access control corresponding to the reserved public parking space and the access control corresponding to the reserved private parking space are opened and closed correspondingly to the reserved vehicle information and the reserved time information.
When the reservation car does not enter a private parking lot where the private parking space is located and the private car enters the private parking lot, sending another private parking space vacancy information to the reservation car owner and correspondingly updating the parking space vacancy information;
when the reservation car enters the private parking lot earlier than the private car or the reservation car and the private car enter the private parking lot simultaneously, sending the vacant parking information of the other private car to the owner of the private car and correspondingly updating the vacant parking information of the car;
and according to the number of times that each private parking space owner returns each private parking space in the parking space reservation period, carrying out front-to-back priority empty sequencing on each private parking space number, and preferentially matching reserved parking information with the private parking space empty information according to the priority empty sequencing.
And according to the parking condition of each reservation vehicle owner, performing front-to-back priority reservation sequencing on each reservation vehicle owner, and preferentially matching reserved parking information with private parking space vacancy information according to the priority reservation sequencing.
Intelligent monitoring system based on thing networking and cloud calculate includes:
an information acquisition end: the method comprises the steps of collecting parking space vacancy information, wherein the parking space vacancy information comprises public parking space vacancy information and private parking space vacancy information, and the public parking space vacancy information comprises public parking space positions, public parking space numbers and public parking space parking states; the private parking space vacant information comprises a private parking space position, a private parking space number, a vacant rate of a private parking space vacant time period, a private parking space parking state and private parking space owner contact information; the vacancy rate of the private parking space vacancy time period refers to the vacancy probability in the set time period counted according to the vacancy condition of the private parking space in the set time period;
the server side: storing the collected parking space vacancy information;
a cloud storage end: receiving parking space vacancy information sent by a server, and performing information interaction with the server;
a client: acquiring reserved parking information of a reservation user, sending the reserved parking information to a cloud storage end, and performing information interaction with the cloud storage end; the reserved parking information comprises reserved vehicle information, reserved parking positions, reserved time information and reserved vehicle owner contact information, the reserved vehicle information comprises reserved vehicle license plates, and the reserved time information comprises reserved parking dates and reserved parking starting times;
the cloud computing center: matching the reserved parking information with the vacant information of public parking places and the vacant information of private parking places, sending the matching result to a cloud storage end, and performing information interaction with the cloud storage end;
entrance guard: and the access control corresponding to the reserved public parking space and the access control corresponding to the reserved private parking space are opened and closed correspondingly to the reserved vehicle information and the reserved time information.
And the cloud computing center performs information interaction with the cloud storage end according to the information processing request of the server end, generates an information processing result, and sends the information processing result to the server end.
After the scheme is adopted, the invention has the following beneficial effects: the parking space utilization rate can be improved, the vacant rate can be reduced no matter in public parking spaces or private parking spaces, the vehicle can be parked conveniently and quickly when going out, and the problem of difficulty in parking when going out is solved.
Drawings
FIG. 1 is a first block diagram of the present invention.
FIG. 2 is a block diagram of the present invention.
Detailed Description
In order to further explain the technical solution of the present invention, the present invention is explained in detail by the following specific examples.
As shown in fig. 1 to 2, the intelligent monitoring system based on the internet of things and cloud computing is simply referred to as a monitoring system, and the monitoring system is applied to a shared parking space service method and system based on the internet of things.
The shared parking space service method based on the Internet of things is mainly realized through the following steps.
The method comprises the steps of firstly, acquiring and storing parking space vacancy information, wherein the parking space vacancy information comprises public parking space vacancy information and private parking space vacancy information. The public parking space vacant information comprises a public parking space position, a public parking space number and a public parking space parking state. The private parking space vacancy information comprises a private parking space position, a private parking space number, a vacancy rate of a private parking space vacancy time period, a private parking space parking state and private parking space owner contact information. The private parking place owner contact information comprises a private parking place owner communication signal and a private parking place owner payment account number.
The vacancy rate of the private parking space in the set time period refers to the vacancy probability in the set time period counted according to the vacancy condition of the private parking space in the set time period. The private car can freely park in the private parking space, and therefore the following statistics is carried out according to the parking passing probability of the private parking space in a certain cell. The vacancy rate per hour of 24 hours per day is counted quarterly, monthly and/or weekly. For example, seven days of the week, 8 to 9 am each day, the private car space is empty, and the empty rate of 8 to 9 am of the week is 7/7, i.e., 100%. If seven days of a week are left vacant at 8 to 9 am every day, 5 days are vacant, and the vacancy rate of the private parking space in one week is 5/7, namely the vacancy rate is about 71.4%.
Preferably, the vacancy rate of each small period of each time in each quarter, each month, monday to sunday is counted in each quarter and/or each month. In this way, the vacancy rate per time period per day can be obtained. Preferably, the vacancy information of each time period is counted, and the corresponding week and the corresponding parking starting time are calculated to count the vacancy rate according to the reserved parking date and the reserved parking starting time in the reserved parking information.
The user sets reserved parking information, and the reserved parking information comprises reserved vehicle information, reserved parking positions, reserved time information and reserved vehicle owner contact information. The reserved vehicle information comprises a reserved vehicle license plate number which comprises various combinations of Chinese characters, letters and numbers, and the reserved vehicle license plate number and each reserved vehicle form a one-to-one corresponding relationship and is a unique and unrepeatable vehicle identification code. The reserved time information includes a reserved parking date and a reserved parking start time. The reserved vehicle owner contact information comprises a reserved vehicle owner communication number and a reserved vehicle owner payment account number.
And matching the reserved parking information with the vacant information of the public parking spaces and the vacant information of the private parking spaces, and sequencing the vacant parking spaces of the public parking spaces and the vacant information of the private parking spaces from near to far by taking the reserved parking spaces as position references, namely, the reserved parking spaces as coordinate origin points.
And the user selects reserved parking space vacant information according to the vacant parking space sequencing information.
The reserved public parking spaces are specifically operated as follows:
the reserved public parking spaces are located in a public parking lot, entrance guards and exit guards are correspondingly arranged at the entrance and the exit of the public parking lot respectively, and the entrance guards and the exit guards are collectively called entrance guards and exit guards. Preferably, the vehicle information acquisition end of the entrance guard adopts a video identification structure. And a public parking spot lock for locking and unlocking the parking spot is also arranged on the public parking spot. When the public parking spot lock is opened, the public parking spot lock cannot park in the public parking spot, when the public parking spot lock is closed, the public parking spot lock can park in the public parking spot, and when the public parking spot lock parks in the public parking spot, the public parking spot lock is always in a closed state.
When the reservation vehicle arrives at the public parking lot where the reserved public parking space is located, the entrance guard of the public parking lot recognizes the license plate number of the reservation vehicle, and correspondingly opens the entrance guard to release the reservation vehicle. When the reservation vehicle arrives at the reserved public parking space, the public parking space lock on the public parking space can be closed, and the reservation vehicle can be smoothly parked on the reserved public parking space. When the reservation vehicle leaves the public parking space, the departure entrance guard of the public parking lot collects the corresponding license plate number and parking time of the reservation vehicle, and the public parking lot releases the vehicle after collecting the corresponding parking fee to the reservation vehicle owner.
The reserved private parking space is operated as follows:
the reserved private parking space can also be located in a private parking lot, as described above, and the private parking lot and the public parking lot are collectively referred to as a parking lot. Entrance guard and exit guard are respectively and correspondingly arranged at the entrance and the exit of the private parking lot. The private parking lot is provided with a monitoring system capable of identifying each private parking space, and the monitoring system comprises a plurality of visual terminals, such as cameras and the like, arranged in the private parking lot, so that the parking space locks do not need to be arranged on each private parking space respectively. The monitoring system is an intelligent monitoring system based on the Internet of things and cloud computing.
When the reservation car reaches the private parking lot where the reserved private parking space is located, the entrance guard of the private parking lot identifies the license plate number of the reservation car, identifies the face of the reservation car, and correspondingly opens the entrance guard to allow the reservation car to pass. When the monitoring system monitors that the reservation car reaches the reserved private parking space, the reservation car owner is released when the reservation car owner passes through the departure access control of the private parking lot. When the monitoring system monitors that the reservation car is not parked on the reserved private parking space, the reservation car owner is forbidden to leave the private parking space when passing through the departure entrance guard of the private parking space. Like this, can prevent the indiscriminate parking of car of reservation to standardize the parking, avoid the parking stall conflict, still can improve the utilization ratio of parking stall.
When the reserved vehicle leaves the public parking space, the departure entrance guard of the private parking lot collects the corresponding license plate number and parking time of the reserved vehicle, and the private parking lot releases the reserved vehicle after collecting the corresponding parking fee to the reserved vehicle owner. Or the reservation car owner directly pays the corresponding parking fee to the private parking place owner through the account number, and then releases the reservation car.
Preferably, the public parking lot can also adopt a monitoring system for private parking, so that a public parking space lock does not need to be arranged on a public parking space of the public parking lot.
The shared parking space service system based on the Internet of things mainly can realize the method.
The monitoring system, i.e., the intelligent monitoring system based on the internet of things and cloud computing, and the monitoring method for implementing the system are described in detail below.
The monitoring system mainly comprises an information acquisition end, a server end, a cloud storage end, a client end, a cloud computing center and an entrance guard. Preferably, the system further comprises an information processing module.
The information acquisition end mainly comprises a visual terminal, such as a camera and the like for shooting and acquiring information. The information acquisition end also comprises a keyboard, a display screen, a positioning unit and the like, so that various information can be acquired through modes of manual input and the like. The system comprises a plurality of visual terminals, a plurality of visual terminals and a plurality of parking lots, wherein the visual terminals are arranged in the parking lots such as public parking lots and private parking lots respectively, various information of the parking lots is collected, entrance and exit conditions of the parking lots, namely entrances and exits, are monitored, whether vehicles are parked on the parking lots in the parking lots or not is judged, whether the vehicles are parked in a standard or not is judged, whether the vehicles are inappropriate or not, parking conditions are violated and the like are judged, priority reservation ordering is carried out on reservation vehicle owners according to the advantages and the disadvantages of the parking conditions, the parking conditions are good, the reservation vehicle owners are arranged in front preferentially, and when reservation conflicts exist, priority reservation is carried out.
The information acquisition end transmits various acquired information to the information processing module, and the information processing module can be built in the information acquisition end.
The information processing module receives various collected information, performs image processing on the shot picture, adopts the existing processing mode, and identifies numbers, letters, Chinese characters, images, portraits and the like in the picture through processing such as contour identification, noise reduction and the like to generate the parking space vacancy information. The parking space vacancy information comprises public parking space vacancy information and private parking space vacancy information, and the public parking space vacancy information comprises a public parking space position, a public parking space number and a public parking space parking state. The private parking space vacant information comprises a private parking space position, a private parking space number, a vacant rate of a private parking space vacant time period, a private parking space parking state and private parking space owner contact information. The vacancy rate of the private parking space in the set time period refers to the vacancy probability in the set time period counted according to the vacancy condition of the private parking space in the set time period.
The information processing module can adopt a local information processing module to process locally, or adopt a cloud information processing module to process at the cloud. Preferably, the local information processing module may read corresponding information from the cloud storage, that is, after information interaction is performed, the local information processing module performs information processing on the acquired corresponding information locally. The information processing module can also be arranged in the information acquisition end.
The server receives and stores the parking space vacancy information, can confirm the received parking space vacancy information through a set key, and sends the confirmed parking space vacancy information to the cloud storage end. The server side serves as a background application side and can acquire corresponding vacant information of public parking places and vacant information of private parking places in a manual input mode. Preferably, the server can also receive the vacant information of the private parking space sent by the owner of the private parking space, and the vacant information of the private parking space is confirmed by the server and then sent to the cloud storage end.
The cloud storage end is mainly used for receiving the parking space vacancy information sent by the server end and can also perform information interaction with the server end, the cloud computing center and the client.
The client mainly comprises a client of an appointment vehicle owner and a client of a private parking space owner. The client side of the reservation vehicle owner acquires the reserved parking information of the reservation user and sends the reserved parking information to the cloud storage end, and the client side and the cloud storage end carry out information interaction. The client side of the owner of the private parking space obtains the vacant information of the private parking space and sends the vacant information of the private parking space to the cloud storage end. In addition, the client side of the private parking place owner can exchange information with the server side firstly, the server side confirms the parking place vacancy information sent by the client side through the secret key, and then the confirmed parking place vacancy information is sent to the cloud storage side.
The cloud computing center mainly matches the reserved parking information with the vacant information of public parking spaces and the vacant information of private parking spaces respectively, sends matching results to the cloud storage end, and performs information interaction with the cloud storage end. And the client and the server respectively acquire corresponding matching results from the cloud storage end.
The entrance guard and the server carry out information interaction and can open and close the parking lot. The entrance guard is respectively arranged at each entrance and exit of the public parking lot and the private parking lot. The entrance guard is mainly opened and closed correspondingly according to reserved public parking spaces in public parking lots and reserved vehicle information and reserved time information corresponding to reserved private parking spaces in private parking lots.
When the reservation car is close to the entrance guard, the actual reservation car license plate number is acquired through the information acquisition end additionally arranged on the entrance guard or the information acquisition end, and is sent to the server side, and the server side sends the actual reservation car license plate number to the cloud storage end.
The server side further sends an information processing request to the cloud computing center, and the cloud computing center obtains the actual reserved car license plate number from the cloud storage side according to the information processing request sent by the server side and compares the actual reserved car license plate number with the reserved car license plate number in the reserved parking information. And if the number plate of the reservation car is consistent with the actual number plate of the reservation car, the cloud computing center sends an information processing result to the server side, namely the information processing result of the reservation car is released. Otherwise, the cloud computing center sends the information processing result to the server side, namely the information processing result of the reservation car is prevented.
The entrance guard obtains the information processing result from the server side, namely whether the reserved vehicle is released or not, and when the license plate number of the reserved vehicle in the reserved parking information is consistent with the license plate number of the actual reserved vehicle, the entrance guard is actively opened to release the reserved vehicle. Otherwise, the entrance guard keeps a closing state and prevents the reservation vehicle from entering the parking lot. And the cloud storage end acquires corresponding information from the server end and the cloud computing center and correspondingly updates the parking space vacancy information.
Preferably, the two information acquisition terminals can acquire the license plate number of the actual reserved car and the license plate number of the private car, and when the reserved car does not enter the private parking lot where the private parking space is located yet, and the private car enters the private parking lot, the reserved car owner sends the vacant parking information of the other private parking space, and the vacant parking space information is correspondingly updated.
The following information is acquired through the two information acquisition ends: and when the reservation car enters the private parking lot earlier than the private car or the reservation car and the private car simultaneously enter the private parking lot, the server side sends the vacant parking information of the other private car to the client side of the owner of the private car and correspondingly updates the vacant parking information of the car. And the cloud computing center performs front-to-back priority empty sequencing on the number of each private parking space according to the number of times that each private parking space owner returns each private parking space in the parking space reservation period to generate priority empty sequencing information and sends the priority empty sequencing information to the cloud storage terminal. And the cloud computing center preferentially matches the reserved parking information with the private parking space vacancy information according to the priority vacancy ordering. Preferably, the cloud storage terminal further sends the priority empty ordering to the client of the owner of the private parking space.
Preferably, the cloud computing center performs front-to-back priority reservation ordering on each reservation owner according to the parking condition of each reservation owner, and generates priority reservation ordering information. And the cloud computing center preferentially matches the reserved parking information of the reserved vehicle owner with the vacant information of the private parking space according to the priority reservation sequencing. Preferably, the cloud computing center further sends the priority reservation ranking to the client of the reservation owner.
The above embodiments and drawings are not intended to limit the form and style of the present invention, and any suitable changes or modifications thereof by those skilled in the art should be considered as not departing from the scope of the present invention.
Claims (4)
1. The intelligent monitoring method based on the Internet of things and cloud computing is characterized by comprising the following steps:
the method comprises the steps of acquiring and storing parking space vacancy information, wherein the parking space vacancy information comprises public parking space vacancy information and private parking space vacancy information, and the public parking space vacancy information comprises public parking space positions, public parking space numbers and public parking space parking states; the private parking space vacant information comprises a private parking space position, a private parking space number, a vacant rate of a private parking space vacant time period, a private parking space parking state and private parking space owner contact information; the vacancy rate of the private parking space vacancy time period refers to the vacancy probability in the set time period counted according to the vacancy condition of the private parking space in the set time period; taking quarterly and monthly as units, counting the vacancy rates of small time periods every quarter, month, monday to sunday; counting the vacancy information of each small time period, and calculating the vacancy rate of the corresponding week and the corresponding parking starting time according to the reserved parking date and the reserved parking starting time in the reserved parking information;
acquiring reserved parking information of a reserved user, wherein the reserved parking information comprises reserved vehicle information, reserved parking positions, reserved time information and reserved vehicle owner contact information, the reserved vehicle information comprises reserved vehicle license plates, and the reserved time information comprises reserved parking dates and reserved parking starting time;
matching the reserved parking information with the vacant information of the public parking spaces and the vacant information of the private parking spaces, and sending a matching result to a reserved user;
updating the vacant parking space information according to the selection of the reservation user;
the access control corresponding to the reserved public parking space and the access control corresponding to the reserved private parking space are opened and closed correspondingly to the reserved vehicle information and the reserved time information;
when the reservation car does not enter a private parking lot where the private parking space is located and the private car enters the private parking lot, sending another private parking space vacancy information to the reservation car owner and correspondingly updating the parking space vacancy information;
when the reservation car enters the private parking lot earlier than the private car or the reservation car and the private car enter the private parking lot simultaneously, sending the vacant parking information of the other private car to the owner of the private car and correspondingly updating the vacant parking information of the car;
according to the number of times that each private parking space owner returns each private parking space in the parking space reservation period, performing front-to-back priority vacancy sequencing on each private parking space number, and preferentially matching reserved parking information with private parking space vacancy information according to the priority vacancy sequencing; matching the reserved parking information with the vacant information of the public parking spaces and the vacant information of the private parking spaces, and sequencing the vacant parking spaces of the public parking spaces and the vacant information of the private parking spaces from near to far by taking the reserved parking spaces as position references; and the user selects reserved parking space vacant information according to the vacant parking space sequencing information.
2. The intelligent monitoring method based on the internet of things and cloud computing as claimed in claim 1, wherein the reserved car owners are prioritized from front to back according to the parking conditions of the reserved car owners, and the reserved parking information is preferentially matched with the private car space vacancy information according to the prioritized reservation ranking.
3. Intelligent monitoring system based on thing networking and cloud calculate, its characterized in that includes:
an information acquisition end: the method comprises the steps of collecting parking space vacancy information, wherein the parking space vacancy information comprises public parking space vacancy information and private parking space vacancy information, and the public parking space vacancy information comprises public parking space positions, public parking space numbers and public parking space parking states; the private parking space vacant information comprises a private parking space position, a private parking space number, a vacant rate of a private parking space vacant time period, a private parking space parking state and private parking space owner contact information; the vacancy rate of the private parking space vacancy time period refers to the vacancy probability in the set time period counted according to the vacancy condition of the private parking space in the set time period; taking quarterly and monthly as units, counting the vacancy rates of small time periods every quarter, month, monday to sunday; counting the vacancy information of each small time period, and calculating the vacancy rate of the corresponding week and the corresponding parking starting time according to the reserved parking date and the reserved parking starting time in the reserved parking information;
the server side: storing the collected parking space vacancy information;
a cloud storage end: receiving parking space vacancy information sent by a server, and performing information interaction with the server;
a client: acquiring reserved parking information of a reservation user, sending the reserved parking information to a cloud storage end, and performing information interaction with the cloud storage end; the reserved parking information comprises reserved vehicle information, reserved parking positions, reserved time information and reserved vehicle owner contact information, the reserved vehicle information comprises reserved vehicle license plates, and the reserved time information comprises reserved parking dates and reserved parking starting times;
the cloud computing center: matching the reserved parking information with the vacant information of public parking places and the vacant information of private parking places, sending the matching result to a cloud storage end, and performing information interaction with the cloud storage end;
entrance guard: the access control corresponding to the reserved public parking space and the access control corresponding to the reserved private parking space are opened and closed correspondingly to the reserved vehicle information and the reserved time information;
when the reservation car does not enter a private parking lot where the private parking space is located and the private car enters the private parking lot, sending another private parking space vacancy information to the reservation car owner and correspondingly updating the parking space vacancy information;
when the reservation car enters the private parking lot earlier than the private car or the reservation car and the private car enter the private parking lot simultaneously, sending the vacant parking information of the other private car to the owner of the private car and correspondingly updating the vacant parking information of the car;
according to the number of times that each private parking space owner returns each private parking space in the parking space reservation period, performing front-to-back priority vacancy sequencing on each private parking space number, and preferentially matching reserved parking information with private parking space vacancy information according to the priority vacancy sequencing; matching the reserved parking information with the vacant information of the public parking spaces and the vacant information of the private parking spaces, and sequencing the vacant parking spaces of the public parking spaces and the vacant information of the private parking spaces from near to far by taking the reserved parking spaces as position references; and the user selects reserved parking space vacant information according to the vacant parking space sequencing information.
4. The intelligent monitoring system based on the internet of things and cloud computing of claim 3, wherein the cloud computing center performs information interaction with the cloud storage terminal according to the information processing request of the server terminal, generates an information processing result, and sends the information processing result to the server terminal.
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| CN107747418A (en) * | 2017-10-27 | 2018-03-02 | 谢金伟 | A kind of parking space intelligent matching control system |
| JP7010146B2 (en) * | 2018-05-31 | 2022-01-26 | トヨタ自動車株式会社 | Parking lot rental device, parking lot rental system and parking lot rental method |
| CN110299012A (en) * | 2019-06-26 | 2019-10-01 | 济南职业学院 | A kind of timesharing parking stall sharing means and method based on time series analysis |
| CN110969361B (en) * | 2019-12-06 | 2024-05-14 | 深圳前海微众银行股份有限公司 | Method, device, equipment and computer readable storage medium for evaluating empty rate |
| CN112418592B (en) * | 2020-09-22 | 2024-03-15 | 南京林洋电力科技有限公司 | Charging pile fault identification and management method |
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