A shared parking space safety management method and system

Abstract

The application discloses a kind of shared parking space safety management method and system, and the application relates to shared parking space technical field, including user management module, parking stall management module, parking stall optimization module, financial module, customer service module, data management module, user management module is responsible for verifying identity, and dividing user and provider user;The application obtains each partition parking demand value E X by calculation, and compared with actual parking quantity, when the demand value E X Calculated by system is greater than actual parking quantity, guide user to the area of lower parking utilization rate in periphery to optimize allocation, can ensure that parking resource is maximized utilization, avoid the problem that part parking is idle while other parking is overloaded, help to relieve parking pressure in high demand area, improve the overall efficiency of urban parking system.

Description

Technical Field

[0001] This invention relates to the field of shared parking space technology, specifically to a shared parking space safety management method and system. Background Technology

[0002] The shortage of parking spaces in cities has become a major problem hindering urban traffic development. To address this issue, shared parking spaces integrate idle parking resources onto a platform, revitalizing these resources and allowing drivers to use them at different times, thus providing more efficient and convenient parking services. The platform integrates various parking resources and displays available spaces at different times to meet the diverse parking needs of drivers, enabling profitability for parking lots, property management companies, individuals, and businesses.

[0003] The rapid development of cities has led to a year-on-year increase in the number of cars. This increase in the number of cars has resulted in a shortage of parking spaces in cities. The inability to find parking spaces leads to illegal parking, which in turn causes traffic congestion and seriously affects the construction of urban transportation.

[0004] To address the aforementioned technical shortcomings, a solution is proposed. Summary of the Invention

[0005] To address the shortcomings of existing technologies, this invention provides a method and system for safe management of shared parking spaces.

[0006] To achieve the above objectives, the present invention provides the following technical solution: a shared parking space safety management system, comprising a user management module, a parking space management module, a parking space optimization module, a financial module, a customer service module, and a data management module.

[0007] The user management module is responsible for verifying identities and distinguishing between user-facing users and provider-facing users. First-time registration requires uploading real-name information. User-facing users upload their license plates, while provider-facing users upload parking space details to the data management module.

[0008] The parking management module recommends parking spaces to users, marks them as occupied after selection, accesses third-party map services to obtain traffic data to adjust navigation routes, integrates parking guidance information from the same community, draws a map of the community and calculates road accessibility considering environmental features, and displays the results to users through an interactive interface.

[0009] The parking optimization module analyzes user parking data, categorizes users into types such as commuters, shoppers, and leisure travelers, and divides the operating area to calculate the parking demand value E. X E is calculated using a formula that combines the number of commuters (M), the number of active people (C), the parking capacity (D), and weighting coefficients. XThe system compares the actual number of parking spaces with the available spaces, directs users to share parking spaces in adjacent zones, and lowers the rates.

[0010] The financial module analyzes parking videos through parking space cameras, uses the analyzed parking duration T3 to generate a bill for deduction. This module supports multiple recharge methods and users can view historical bills.

[0011] The customer service module is responsible for allowing users whose vehicles have been damaged to log in to the system to view parking video evidence and apply for compensation.

[0012] The data management module stores and manages critical data, including user information, parking space information, parking records, and billing information, and uses column-level encryption technology to encrypt and protect the data.

[0013] The user management module is responsible for user authentication, account management, and role-based access control in the system. Users transmit encrypted data to the data management module for verification via SMS verification codes, facial recognition, or other methods. Once verified, the system classifies users into two different user roles: user-facing users and provider-facing users, and provides them with different functional interfaces.

[0014] When users first enter the system, they need to register with their real names and upload personal information such as ID card information and mobile phone number. Users continue to upload license plate information to the data management module, while parking space providers need to upload information such as community parking space property certificate information, parking space location, parking space size, available time, and parking space rate to the data management module.

[0015] The parking management module recommends multiple available parking spaces to users. After a user selects a parking space, it marks it as occupied. It connects to third-party map services such as Baidu Maps or Gaode Maps, obtains the user's location information and the location information of the occupied parking space, obtains real-time traffic data, and adjusts the navigation route in real time based on the traffic information. It calculates multiple routes based on the user's current location and the address of the parking space.

[0016] The parking management module continues to extract and summarize the guidance information attached to each parking space. Using algorithms and artificial intelligence technology, it analyzes multiple scattered parking guidance information to identify different feature points and feature tree relationships. It associates the feature points in multiple parking guidance information to draw a community internal map, and incorporates environmental features such as building outlines, road widths, and green belt locations. It also calculates the accessibility values ​​of each road based on the user's historical driving records and displays the community internal map to the user through an interactive interface.

[0017] When a user arrives at a parking space, the parking space management module sends an unlocking message to the parking space lock to unlock the space. When the user needs to leave, the parking space management module sends a locking message to the parking space lock, which locks after one minute.

[0018] The parking space optimization module analyzes users' historical parking data, including parking space usage records, parking duration, and frequent parking periods, and categorizes and labels users into different types such as office workers, shoppers, and leisure groups. The operating area is divided into different hexagonal zones, and the parking space demand value E for each zone is determined by analyzing multiple factors. X .

[0019] The parking space optimization module weights the users marked as commuters to obtain the commuter population M, and weights the users marked as active users to obtain the active population C. It also collects the number of surrounding parking lots and calculates the available parking space D in a certain area through weighted calculation.

[0020] The parking space demand value E is calculated based on the formula. X The specific formula is as follows:

[0021] E x =M×X1+C×X2-D×X3

[0022] Where M represents the number of people going to work, C represents the number of people going out, D represents the number of available parking spaces in the surrounding area, X1 represents the weighting coefficient of the number of people going to work, X2 represents the weighting coefficient of the number of people going out, and X3 represents the weighting coefficient of the number of available parking spaces in the surrounding area.

[0023] The parking space demand value E in a certain area X The estimated vacancy rate is obtained by dividing the actual number of parking spaces by E. X No optimization is performed when E is less than the actual number of parking spaces. X If the number of parking spaces is greater than the actual number, query the estimated vacancy rates of the six surrounding zones. Mark the zone with the lowest estimated vacancy rate as an optimized zone, push shared parking spaces within that zone to customers at the edge of that zone, and lower the shared parking space control coefficient in the edge area of ​​that zone to guide users to choose shared parking spaces in zones with lower vacancy rates.

[0024] The financial module acquires parking videos from high-definition cameras in the shared parking spaces and saves them to the data management module. These cameras are capable of night vision and low-light operation. The financial module analyzes and obtains the charging standards of surrounding parking lots, including different types of parking facilities such as public parking lots, commercial parking lots, and residential parking lots, and calculates the shared car charging rate H for the area using the following formula:

[0025]

[0026] Wherein, H2 represents the shared parking space control coefficient, which ranges from 0 to 1. The artificial intelligence analysis engine within the module uses visual technology and deep learning algorithms to analyze parking videos to obtain the parking entry time T1 and parking exit time T. By subtracting the parking entry time T1 and the parking exit time T, the parking duration T3 is obtained, and a detailed parking bill is generated to deduct the corresponding fee from the user's account balance. The parking fee Q is calculated using the formula: Q = T3 × parking fee rate.

[0027] The financial module supports multiple payment methods for balance top-up, and users can view historical bill information through the billing interface provided by the system.

[0028] The customer service module captures and records the parking process of vehicles from high-definition cameras in shared parking spaces and transmits and saves the data to the data management module. When a vehicle owner or user experiences vehicle damage, they can log in to the system platform to view the complete video recording before and after the accident. The user can submit the necessary personal information and vehicle information, select the corresponding compensation option, and attach video evidence to proceed with the compensation process.

[0029] The data management module stores and manages all critical data, including user information such as name, username, password hash, and real-name authentication information; parking space information such as parking space number, location, size, sharing status, and rate; parking records; and billing information. All fields containing sensitive information are marked and categorized. These sensitive fields typically include personal privacy information such as ID card number, credit card number, home or work address, and phone number. Column-level encryption technology is used to encrypt these fields. Specific data columns are encrypted at the database layer, and the database is backed up regularly, with backup data stored on secure and reliable storage devices.

[0030] The specific methods for managing the safety of shared parking spaces are as follows:

[0031] S1. After the parking space provider and user are verified through system login, the provider uploads details such as the parking space information, while the user submits license plate information and binds the license plate information and tops up the balance.

[0032] S2. Users search for nearby shared parking spaces, select a space, obtain navigation information, prepay to reserve the space, the parking management module sends the parking space occupancy information to the parking space lock, sends the license plate information to the park management terminal, the park camera recognizes the license plate and allows entry, and the parking space guide helps the user to the parking space.

[0033] S3, the parking space optimization module classifies users into categories based on historical data, calculates the parking space demand value for each zone, and adjusts the parking space allocation of adjacent zones after comparing it with the actual demand.

[0034] S4. When the user ends the parking, the financial module calculates the parking fee and deducts it from the user's account balance, and sends a parking space release information number to the parking space lock. The parking space lock will lock after waiting for three minutes.

[0035] S5, the customer service module is responsible for handling customer complaints such as scratches and collisions, providing monitoring videos to users and customers, and making reasonable compensation based on the scratch rate.

[0036] This invention provides a method and system for safe management of shared parking spaces. Compared with existing technologies, it has the following advantages:

[0037] This invention calculates the parking space demand value E for each zone. X And compare it with the actual number of parking spaces. When the system calculates the demand value E X When the number of parking spaces exceeds the actual number, users are guided to surrounding areas with lower parking space utilization for optimized allocation. This ensures that parking resources are used to the maximum extent, avoids the problem of some parking spaces being idle while others are overloaded, helps alleviate parking pressure in high-demand areas, and improves the overall efficiency of the city's parking system.

[0038] This invention creates a community map by associating feature points from multiple parking space guidance information sources, enabling drivers to accurately find their target parking space in a short time. This avoids aimless searching within the community, reduces waiting time, and improves the parking experience, thereby reducing traffic flow and congestion within the community and ultimately increasing parking lot revenue. Attached Figure Description

[0039] Figure 1 This is a schematic diagram of the principle framework of the present invention. Detailed Implementation

[0040] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0041] Example 1:

[0042] Please see Figure 1 This application provides a shared parking space security management method and system, including a user management module, a parking space management module, a parking space optimization module, a financial module, a customer service module, and a data management module.

[0043] The user management module is responsible for verifying identities and distinguishing between user-facing users and provider-facing users. First-time registration requires uploading real-name information. User-facing users upload their license plates, while provider-facing users upload parking space details to the data management module.

[0044] The parking management module recommends parking spaces to users, marks them as occupied after selection, accesses third-party map services to obtain traffic data to adjust navigation routes, integrates parking guidance information from the same community, draws a map of the community and calculates road accessibility considering environmental features, and displays the results to users through an interactive interface.

[0045] The parking optimization module analyzes user parking data, categorizes users into types such as commuters, shoppers, and leisure travelers, and divides the operating area to calculate the parking demand value E. X E is calculated using a formula that combines the number of commuters (M), the number of active people (C), the parking capacity (D), and weighting coefficients. X The system compares the actual number of parking spaces with the available spaces, directs users to share parking spaces in adjacent zones, and lowers the rates.

[0046] The financial module analyzes parking videos through parking space cameras, uses the analyzed parking duration T3 to generate a bill for deduction. This module supports multiple recharge methods and users can view historical bills.

[0047] The customer service module is responsible for allowing users whose vehicles have been damaged to log in to the system to view parking video evidence and apply for compensation.

[0048] The data management module stores and manages critical data, including user information, parking space information, parking records, and billing information, and uses column-level encryption technology to encrypt and protect the data.

[0049] The user management module is responsible for user authentication, account management, and role-based access control in the system. Users transmit encrypted data to the data management module for verification via SMS verification codes, facial recognition, or other methods. Once verified, the system classifies users into two different user roles: user-facing users and provider-facing users, and provides them with different functional interfaces.

[0050] When users first enter the system, they need to register with their real names and upload personal information such as ID card information and mobile phone number. Users continue to upload license plate information to the data management module, while parking space providers need to upload information such as community parking space property certificate information, parking space location, parking space size, available time, and parking space rate to the data management module.

[0051] The parking optimization module analyzes users' historical parking data, including parking space usage records, parking duration, and frequent parking periods. Users are categorized and tagged, with categories including commuters, shoppers, and leisure users. The operating area is divided into different hexagonal zones, and the parking demand value E for each zone is determined by analyzing multiple factors. X .

[0052] The parking optimization module weights users marked as commuters to obtain the commuter population M, and weights users marked as active users to obtain the active population C. It collects the number of parking lots in the surrounding area and calculates the available parking space D in a certain area through weighted calculation.

[0053] The parking space demand value E is calculated based on the formula. X The specific formula is as follows:

[0054] E x =M×X1+C×X2-D×X3

[0055] Where M represents the number of people going to work, C represents the number of people going out, D represents the number of available parking spaces in the surrounding area, X1 represents the weighting coefficient of the number of people going to work, X2 represents the weighting coefficient of the number of people going out, and X3 represents the weighting coefficient of the number of available parking spaces in the surrounding area.

[0056] The parking space demand value E in a certain area X The estimated vacancy rate is obtained by dividing the actual number of parking spaces by E. X No optimization is performed when E is less than the actual number of parking spaces. X If the number of parking spaces is greater than the actual number, query the estimated vacancy rates of the six surrounding zones. Mark the zone with the lowest estimated vacancy rate as an optimized zone, push shared parking spaces within that zone to customers at the edge of that zone, and lower the shared parking space control coefficient in the edge area of ​​that zone to guide users to choose shared parking spaces in zones with lower vacancy rates.

[0057] The financial module acquires parking videos from high-definition cameras in the shared parking spaces and saves them to the data management module. These cameras are capable of night vision and low-light operation. The financial module analyzes and obtains the pricing standards of surrounding parking lots, including different types of parking facilities such as public parking lots, commercial parking lots, and residential parking lots. It then calculates the shared car rental rate H for the area using the following formula:

[0058]

[0059] H2 represents the shared parking space control coefficient, which ranges from 0 to 1. The AI ​​analysis engine within the module uses visual technology and deep learning algorithms to analyze parking videos to obtain the parking entry time T1 and parking exit time T. By subtracting the parking entry time T1 and parking exit time T, the parking duration T3 is obtained, and a detailed parking bill is generated to deduct the corresponding fee from the user's account balance. The parking fee Q is calculated using the formula: Q = T3 × parking fee rate.

[0060] The financial module supports multiple payment methods for balance top-ups, and users can view historical billing information through the billing interface provided by the system.

[0061] The financial module supports various payment methods, including credit card payments, debit card payments, Alipay, WeChat Pay, bank transfers, and virtual currency payments. Users can choose to recharge according to their payment habits. The system connects to third-party payment platforms (such as Alipay and WeChat Pay) to ensure the security and speed of the payment process and uses encryption technology to process sensitive data to ensure the safety of user funds.

[0062] Specific workflow:

[0063] After logging into the system, users can top up their balance, enter parking location and parking time information to search for and select nearby shared parking spaces, and the system will calculate the parking space demand value E. X By comparing the actual number of parking spaces in the area, it is determined that there is a shortage of parking resources. The area with the lowest estimated vacancy rate is marked as an "optimized zone" and optimized. The system will push "optimized parking spaces" to users in high-demand areas, recommending multiple available parking spaces for users to choose from. It guides users to choose shared parking spaces in areas with lower vacancy rates. After the user selects a recommended parking space, the parking lock system unlocks the parking space through the parking management module. After the user finishes parking, the parking lock system will automatically lock the parking space after a set time, releasing the parking space resources.

[0064] Furthermore, this invention calculates the parking space demand value E for each zone. X And compare it with the actual number of parking spaces. When the system calculates the demand value E X When the number of parking spaces exceeds the actual number, users are guided to surrounding areas with lower parking space utilization for optimized allocation. This ensures that parking resources are used to the maximum extent, avoids the problem of some parking spaces being idle while others are overloaded, helps alleviate parking pressure in high-demand areas, and improves the overall efficiency of the city's parking system.

[0065] Example 2:

[0066] The parking management module recommends multiple available parking spaces to users. After a user selects a parking space, it marks it as occupied. It connects to third-party map services such as Baidu Maps or Gaode Maps, obtains the user's location information and the location information of the occupied parking space, obtains real-time traffic data, and adjusts the navigation route in real time based on the traffic information. It calculates multiple routes based on the user's current location and the address of the parking space.

[0067] The parking management module continues to extract and summarize the guidance information attached to each parking space. Using algorithms and artificial intelligence technology, it analyzes multiple scattered parking guidance information to identify different feature points and feature tree relationships. It associates the feature points in multiple parking guidance information to draw a community internal map, and incorporates environmental features such as building outlines, road widths, and green belt locations. It also calculates the accessibility values ​​of each road based on the user's historical driving records and displays the community internal map to the user through an interactive interface.

[0068] When a user arrives at a parking space, the parking management module sends an unlocking message to the parking lock on the shared parking space to unlock it. When the user needs to leave, the parking management module sends a locking message to the parking lock, and the parking lock locks after one minute.

[0069] When a car owner parks, the system interacts in real time with the parking lot's positioning system (Wi-Fi, GPS, etc.) to record the vehicle's exact location. When parking, the car owner's parking space information is automatically stored in the system and linked to the car owner's account. The car owner can enter the license plate number through the system to view the vehicle's location information. The system will guide the car owner from the parking space to the vehicle's location based on the parking lot's positioning system.

[0070] The customer service module captures and records the parking process of vehicles from high-definition cameras in shared parking spaces and transmits and saves it to the data management module. When a vehicle owner or user experiences vehicle damage, they can log in to the system platform to view the complete video recording before and after the accident. The user can then submit the necessary personal information and vehicle details, select the appropriate compensation option, and attach video evidence to proceed with the compensation process.

[0071] The customer service module reviews video evidence, and the system calculates the compensation amount based on factors such as the vehicle owner's or user's insurance policy and liability determination. For minor damages or incidents with no clear liability, the system will provide partial compensation; if the compensation amount needs further confirmation, the system will submit the incident to a human customer service representative for processing, who will provide a personalized compensation plan based on the circumstances.

[0072] The data management module stores and manages all critical data, including user information such as name, username, password hash, and real-name authentication information; parking space information such as parking space number, location, size, sharing status, and rate; parking records; and billing information. All fields containing sensitive information are marked and categorized. These sensitive fields typically include personal privacy information such as ID card number, credit card number, home or work address, and phone number. Column-level encryption technology is used to encrypt these fields. Specific data columns are encrypted at the database layer, and the database is backed up regularly, with backup data stored on secure and reliable storage devices.

[0073] The specific methods for safety management of shared parking spaces are as follows:

[0074] S1. After the parking space provider and user are verified through system login, the provider uploads details such as the parking space information, while the user submits license plate information and binds the license plate information and tops up the balance.

[0075] S2. Users search for nearby shared parking spaces, select a space, obtain navigation information, prepay to reserve the space, the parking management module sends the parking space occupancy information to the parking space lock, sends the license plate information to the park management terminal, the park camera recognizes the license plate and allows entry, and the parking space guide helps the user to the parking space.

[0076] S3, the parking space optimization module classifies users into categories based on historical data, calculates the parking space demand value for each zone, and adjusts the parking space allocation of adjacent zones after comparing it with the actual demand.

[0077] S4. When the user ends the parking, the financial module calculates the parking fee and deducts it from the user's account balance, and sends a parking space release information number to the parking space lock. The parking space lock will lock after waiting for three minutes.

[0078] S5, the customer service module is responsible for handling customer complaints such as scratches and collisions, providing monitoring videos to users and customers, and making reasonable compensation based on the scratch rate.

[0079] Specific workflow:

[0080] After logging into the system, users can top up their balance, enter parking location and parking time information to search for and select nearby shared parking spaces. After selecting a parking space, the system will occupy the shared parking space and send the license plate information to the park management terminal. After recognizing the license plate, the system will allow the designated vehicle to pass. The parking space management module will associate the feature points in multiple parking space guidance information to draw a map of the community and provide it to the user. The parking space lock will receive the unlock signal and unlock the parking space. After the user finishes parking, the financial module will calculate the parking fee and deduct it from the user's account balance. The parking space lock system will automatically lock the parking space after a set time and release the parking space resource.

[0081] Furthermore, this invention creates a community map by associating feature points from multiple parking space guidance information, enabling car owners to accurately find their target parking space in a short time. This avoids aimless searching within the community, reduces waiting time, and improves the parking experience, thereby reducing traffic flow and congestion within the community and ultimately increasing parking lot revenue.

[0082] Some of the data in the above formulas are numerical calculations with dimensions removed, and the contents not described in detail in this specification are all prior art known to those skilled in the art.

[0083] The above embodiments are only used to illustrate the technical methods of the present invention and are not intended to limit it. Although the present invention has been described in detail with reference to preferred embodiments, those skilled in the art should understand that modifications or equivalent substitutions can be made to the technical methods of the present invention without departing from the spirit and scope of the technical methods of the present invention.

Claims

1. A shared parking space safety management system, characterized in that, include: User management module, parking space management module, parking space optimization module, finance module, customer service module, data management module; The user management module is responsible for verifying identities and distinguishing between user and provider users. First-time registration requires uploading real-name information. User users upload license plates, while provider users upload parking space details to the data management module. The parking management module recommends parking spaces to users, marks them as occupied after selection, accesses third-party map services to obtain traffic data to adjust navigation routes, integrates parking guidance information from the same community, draws a map of the community and calculates road accessibility considering environmental features, and displays it to users through an interactive interface. The parking optimization module analyzes user parking data, categorizes users into types such as commuters, shoppers, and leisure travelers, and calculates the parking demand value E by dividing the operating area. X E is calculated using a formula that combines the number of commuters (M), the number of active people (C), the parking capacity (D), and weighting coefficients. X The system compares the actual number of parking spaces with the available spaces, directs users to share parking spaces in adjacent zones, and lowers the rates. The parking space optimization module analyzes users' historical parking data, including parking space usage records, parking duration, and frequent parking periods, and categorizes and labels users into groups such as office workers, shoppers, and leisure travelers. The operating area is divided into different hexagonal zones, and the parking space demand value E for each zone is determined by analyzing multiple factors. X ; The parking space optimization module weights the users marked as office workers to obtain the number of office workers M, and weights the users marked as active users to obtain the number of active users C. It collects the number of parking lots in the surrounding area and calculates the parking space available in a certain area D by weighting the data. The parking space demand value E is calculated based on the formula. X The specific formula is as follows: ； Where M represents the number of people going to work, C represents the number of people going out, D represents the number of available parking spaces in the surrounding area, X1 represents the weighting coefficient of the number of people going to work, X2 represents the weighting coefficient of the number of people going out, and X3 represents the weighting coefficient of the number of available parking spaces in the surrounding area. The parking space demand value E in a certain area X The estimated vacancy rate is obtained by dividing the actual number of parking spaces by E. X No optimization is performed when E is less than the actual number of parking spaces. X If the number of parking spaces is greater than the actual number of spaces, query the estimated vacancy rates of the six surrounding zones, mark the zone with the lowest estimated vacancy rate as the optimized zone, push the shared parking spaces in that zone to customers at the edge of that zone, and lower the shared parking space control coefficient in the edge area of ​​that zone to guide users to choose shared parking spaces in the zone with low vacancy rates. The financial module analyzes parking videos through parking space cameras, uses the analysis of parking duration T3 to generate a bill for deduction, and this module supports multiple recharge methods and allows users to view historical bills. The customer service module is responsible for allowing users whose vehicles have been damaged to log in to the system to view parking video evidence and apply for compensation. The data management module stores and manages critical data, including user information, parking space information, parking records, and billing information, and uses column-level encryption technology to encrypt and protect the data.

2. The shared parking space safety management system according to claim 1, characterized in that, The user management module is responsible for user authentication, account management, and role-based access control in the system. Users are verified by transmitting encrypted data to the data management module via SMS verification code and facial recognition. After successful verification, the system classifies users into two different user roles: user and provider, and provides them with different functional interfaces. When users first enter the system, they need to register with their real names and upload their ID card information and mobile phone number. Users who are users will then upload their license plate information to the data management module. Users who are parking space providers will then need to upload information such as the property certificate of the community parking space, the location of the parking space, the size of the parking space, the available time, and the parking fee rate to the data management module.

3. The shared parking space safety management system according to claim 1, characterized in that, The parking management module recommends multiple available parking spaces to users. After a user selects a parking space, it marks it as occupied. It connects to a third-party map service and obtains the user's location information and the location information of the occupied parking space. It obtains real-time traffic data and adjusts the navigation route in real time based on the traffic information. It calculates multiple routes based on the user's current location and the address of the parking space. The parking management module continues to extract and summarize the guidance information attached to each parking space. Using algorithms and artificial intelligence technology, it analyzes multiple scattered parking guidance information to identify different feature points and feature tree relationships. It associates the feature points in multiple parking guidance information to draw a community internal map, and incorporates environmental features such as building outlines, road widths, and green belt locations. It also calculates the accessibility values ​​of each road based on the user's historical driving records and displays the community internal map to the user through an interactive interface. When a user arrives at a parking space, the parking space management module sends an unlocking message to the parking space lock to unlock the space. When the user needs to leave, the parking space management module sends a locking message to the parking space lock, which locks after one minute.

4. The shared parking space safety management system according to claim 1, characterized in that, The financial module acquires parking videos from high-definition cameras in the shared parking spaces and saves them to the data management module. These cameras are capable of night vision and low-light operation. The financial module analyzes and obtains the charging standards of surrounding parking lots, including public parking lots, commercial parking lots, and residential parking lots, and calculates the zoned shared car charging rate H using the following formula: ； H2 represents the shared parking space control coefficient, which ranges from 0 to 1. The module's AI analysis engine utilizes visual technology and deep learning algorithms to analyze parking videos, obtaining the parking entry time T1 and parking exit time T. By subtracting the parking entry time T1 from the parking exit time T, the parking duration T3 is obtained, and a detailed parking bill is generated, deducting the corresponding fee from the user's account balance. The parking fee Q is calculated using the following formula: ; The financial module supports multiple payment methods for balance top-up, and users can view historical bill information through the billing interface provided by the system.

5. A shared parking space safety management system according to claim 1, characterized in that, The customer service module captures and records the parking process of vehicles from high-definition cameras in shared parking spaces and transmits and saves the data to the data management module. When a vehicle owner or user experiences vehicle damage, they can log in to the system platform to view the complete video recording before and after the accident. The user can submit the necessary personal information and vehicle information, select the corresponding compensation option, and attach video evidence to proceed with the compensation process.

6. A shared parking space safety management system according to claim 1, characterized in that, The data management module stores and manages all critical data, including user information such as name, username, password hash, and real-name authentication information; parking space information such as parking space number, location, size, sharing status, and rate; parking records; and billing information. All fields containing sensitive information are marked and categorized. These sensitive fields typically include ID card number, credit card number, home or work address, and phone number. Column-level encryption technology is used to encrypt these fields. Specific data columns are encrypted at the database layer, and the database is backed up regularly, with backup data stored on secure and reliable storage devices.

7. A method for safe management of shared parking spaces, characterized in that, The shared parking space safety management method is as follows: S1. After the parking space provider and user are verified through system login, the provider uploads details such as the parking space information, while the user submits license plate information binding information and tops up the balance. S2. Users search for nearby shared parking spaces, select a parking space, obtain navigation information, prepay to reserve the parking space, the parking space management module sends the parking space occupancy information to the parking space lock, the license plate information is sent to the park management terminal, the park camera recognizes the license plate and allows the vehicle to enter, and the parking space guide helps the user to the parking space. S3, the parking optimization module analyzes user parking data, classifies users into types including commuters, shoppers, and leisure users, and calculates the parking demand value E by dividing the operating area. X E is calculated using a formula that combines the number of commuters (M), the number of active people (C), the parking capacity (D), and weighting coefficients. X The system compares the actual number of parking spaces with the available spaces, directs users to share parking spaces in adjacent zones, and lowers the rates. The parking optimization module analyzes users' historical parking data, including parking space usage records, parking duration, and frequent parking periods. Users are categorized and tagged, with categories including commuters, shoppers, and leisure travelers. The operating area is divided into different hexagonal zones, and the parking demand value E for each zone is determined by analyzing multiple factors. X ; The parking optimization module weights the users marked as office workers to obtain the number of office workers M, and weights the users marked as active users to obtain the number of active users C. It collects the number of parking lots in the surrounding area and calculates the parking capacity D of a certain area by weighting the data. The parking space demand value E is calculated based on the formula. X The specific formula is as follows: ； Where M represents the number of people going to work, C represents the number of people going out, D represents the number of available parking spaces in the surrounding area, X1 represents the weighting coefficient of the number of people going to work, X2 represents the weighting coefficient of the number of people going out, and X3 represents the weighting coefficient of the number of available parking spaces in the surrounding area. The parking space demand value E in a certain area X The estimated vacancy rate is obtained by dividing the actual number of parking spaces by E. X No optimization is performed when E is less than the actual number of parking spaces. X If the number of parking spaces is greater than the actual number of spaces, query the estimated vacancy rates of the six surrounding zones, mark the zone with the lowest estimated vacancy rate as the optimized zone, push the shared parking spaces in that zone to customers at the edge of that zone, and lower the shared parking space control coefficient in the edge area of ​​that zone to guide users to choose shared parking spaces in the zone with low vacancy rates. S4. When the user ends the parking, the financial module calculates the parking fee and deducts it from the user's account balance, and sends a parking space release information number to the parking space lock. The parking space lock will lock after waiting for three minutes. S5, the customer service module is responsible for handling customer complaints such as scratches and collisions, providing monitoring videos to users and customers, and making reasonable compensation based on the scratch rate.

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