Emergency ambulance medicine and instrument supplement management platform based on identity verification

Abstract

The invention provides an emergency ambulance medicine and instrument supplement management platform based on identity verification. The emergency ambulance medicine and instrument supplement management platform based on identity verification comprises a hardware part including a fingerprint recognition device, a face recognition device, an RFID card reader, an intelligent storage cabinet, a wireless communication module, a display screen and a data processor, and a software part including an identity verification system, a medicine and instrument tracing management system, an inventory management system and a data analysis system. According to the identity verification model, the identity uniqueness of an operator is ensured through an identity verification system in combination with triple verification of fingerprints, faces and RFID cards. According to the invention, through triple verification of fingerprint identification, face identification and the RF ID card, the accuracy and safety of identity verification are ensured, and the situation of identification failure or misjudgment possibly existing in actual operation is avoided. According to the multi-factor verification mode, the operation safety is improved, and responsibility tracing of each time of medicine instrument use or supplementary operation is achieved.

Description

Technical Field

[0001] The present invention relates to the technical field of emergency vehicle medicine and equipment replenishment management, and in particular to an emergency vehicle medicine and equipment replenishment management platform based on identity authentication. Background Art

[0002] The identity authentication-based emergency vehicle drug and equipment replenishment management platform is a system that integrates identity recognition, inventory management and remote monitoring functions. It is designed to manage the use and replenishment of drugs and medical devices on emergency vehicles through precise identity authentication technology. Its basic structure includes three modules: identity authentication module, inventory management module and remote monitoring module. Identity authentication module: uses fingerprint recognition, RFID card, facial recognition and other technologies to ensure that only authorized medical staff can access the drugs and equipment on the emergency vehicle. This can effectively prevent unauthorized access and record the identity and time of each use. Inventory management module: By connecting to the smart storage cabinet in the emergency vehicle, it monitors the inventory status of drugs and equipment in real time, automatically updates inventory records, and automatically triggers replenishment requests when the inventory is below the set threshold. Remote monitoring module: The system is connected to the hospital backend or drug supply center, and can remotely view the use of drugs and equipment in the emergency vehicle, and automatically generate replenishment orders to ensure that the emergency vehicle has a complete reserve of drugs and equipment at any time.

[0003] Although the platform has relatively advanced management functions, there are still some flaws. Although identity verification technology has been widely used, there may be recognition failures or misjudgments in actual operations. For example, fingerprint recognition may not work properly when medical staff wear gloves or have injured fingers, and facial recognition may be limited in low light or when people wear masks. These problems may cause verification failures, further delaying the process of emergency replenishment or replacement of medicines. The design of the system is often based on standardized processes and lacks the ability to respond flexibly to emergencies or special needs. For example, in some cases, medical staff may need to urgently access a certain drug, but the system may fail to adjust the replenishment or use permissions in real time according to the scenario, affecting work efficiency. Summary of the invention

[0004] In view of the deficiencies in the prior art, the present invention provides an ambulance medicine and equipment replenishment management platform based on identity authentication, which solves the problems of possible identification failure or misjudgment in actual operations and the problem of being unable to hold people accountable.

[0005] To achieve the above objectives, the present invention is implemented through the following technical solutions: an identity authentication-based emergency vehicle medicine and equipment replenishment management platform, comprising:

[0006] Hardware: fingerprint recognition equipment, facial recognition equipment, RFID card reader, smart storage cabinet, wireless communication module, display screen, data processor;

[0007] Software part: identity authentication system, drug and equipment traceability management system, inventory management system, data analysis system;

[0008] Model and formula part:

[0009] Identity verification model: Combine fingerprint, face, and RFID card triple verification to ensure the uniqueness of the operator's identity through the identity verification system, and record all operations to avoid recognition failure or misjudgment;

[0010] Drug consumption prediction formula:

[0011]

[0012] Among them, C is the number of drugs that need to be replenished, U total is the total amount of drugs used in the past cycle, T total is the number of days in the past cycle, T refill is the planned replenishment cycle, S current The current inventory level is used to calculate the replenishment demand for drugs and equipment in real time through this formula to ensure a reasonable inventory level;

[0013] Responsibility tracing model:

[0014] R op =f(ID,O t ,P i )

[0015] Among them, R op is the responsibility traceability chain, ID is the operator's identity, O t is the operation time, P i The model ensures that each operation can be traced back to the responsible person for the drug or device information involved in the operation, which helps to divide the responsibility and pursue accountability for the operation;

[0016] Stock Alert Formula:

[0017]

[0018] Among them, Alert is the alarm status, 1 means insufficient inventory, 0 means sufficient inventory, S current is the current inventory, S min It is the minimum safety stock threshold. When the drug or equipment inventory is lower than the set minimum threshold, the system will automatically sound an alarm to remind you to replenish it.

[0019] Preferably, the identity authentication system is based on multi-factor authentication, and triple authentication of fingerprint, facial recognition and RFID card is used to ensure identity uniqueness, thereby reducing the possibility of recognition failure or misjudgment. The smart storage cabinet can monitor the quantity of medicines and equipment in real time, and synchronize with the background through a wireless communication module to ensure data update.

[0020] Preferably, the inventory management system calculates inventory requirements in real time through a drug consumption prediction formula, optimizes replenishment plans, and ensures that ambulances have reasonable inventory at all times.

[0021] Preferably, the data analysis system generates usage trend reports of drugs and devices through historical usage data to help optimize the replenishment process, and the operation records of the drugs and devices ensure the traceability of each operation through a responsibility tracing model, which helps to clarify operational responsibilities and avoid difficulties in accountability.

[0022] Preferably, the inventory management system is able to track the shelf life of drugs and issue reminders when drugs are about to expire, ensuring the safety of drugs before use. The data processor determines whether the inventory is sufficient in real time based on the inventory alarm formula to ensure that an alarm is issued in time when the inventory is below a safety threshold.

[0023] Preferably, the display screen is used to display the inventory status of medicines and equipment, shelf life information and operation records of medical staff, and the identity authentication record can be synchronized with the background server and automatically updated after the operation is completed to ensure the integrity and security of the data.

[0024] Preferably, the system saves temporary data through local cache when the network is unstable to ensure that the operation data will not be lost, and synchronizes it to the background when the network is restored. The drug and device traceability management system records the production batch number, shelf life and supplier information of each batch of drugs, and combines it with the operation records to realize the full life cycle management of drugs.

[0025] Preferably, the system has multiple encryption functions to ensure the security of medical staff identity information, operation records and drug and equipment data to prevent data leakage.

[0026] The present invention provides an identity authentication-based emergency vehicle medicine and equipment replenishment management platform.

[0027] Beneficial effects:

[0028] The present invention ensures the accuracy and security of identity authentication through triple verification of fingerprint recognition, facial recognition and RFID card, avoiding possible recognition failure or misjudgment in actual operation. This multi-factor verification mode not only improves the safety of operation, but also realizes the responsibility tracing for each use or replenishment operation of drugs and equipment, ensuring that each operation can be traced back to the specific person responsible, avoiding the problem of unclear responsibility or inability to hold accountable. Through the responsibility tracing model, the system establishes a complete responsibility chain for the management of drugs and equipment, reducing safety hazards in management.

[0029] The present invention uses a drug consumption prediction formula and an inventory alarm mechanism to intelligently calculate the inventory requirements of drugs and equipment on the emergency vehicle in real time, ensuring that the inventory is always maintained at a reasonable level. The system can automatically issue an insufficient inventory alarm and provide a replenishment reminder to ensure the timely replenishment of drugs and equipment in the emergency vehicle. The system can also track the shelf life of drugs in real time and issue a reminder of the upcoming expiration date to ensure the safe use of all drugs on the emergency vehicle. BRIEF DESCRIPTION OF THE DRAWINGS

[0030] Figure 1 It is a schematic diagram of the internal structure of the present invention. DETAILED DESCRIPTION

[0031] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0032] like Figure 1 As shown, an embodiment of the present invention provides an emergency vehicle medicine and equipment replenishment management platform based on identity authentication, including hardware parts: fingerprint recognition equipment, facial recognition equipment, RFID card reader, smart storage cabinet, wireless communication module, display screen, data processor, the identity authentication system is based on multi-factor authentication, and triple authentication of fingerprint, facial recognition and RFID card is used to ensure the uniqueness of identity, reduce the possibility of recognition failure or misjudgment, the smart storage cabinet can monitor the quantity of medicines and equipment in real time, and synchronize with the background through the wireless communication module to ensure data update, the display screen is used to display the inventory status of medicines and equipment, shelf life information and operation records of medical staff, the identity authentication record can be synchronized with the background server, and automatically updated after the operation is completed, to ensure the integrity and security of the data.

[0033] Software part: identity authentication system, drug and equipment traceability management system, inventory management system, data analysis system. The inventory management system calculates inventory requirements in real time through the drug consumption prediction formula, optimizes the replenishment plan, and ensures that the ambulance has a reasonable inventory at all times. The data analysis system generates drug and equipment usage trend reports through historical usage data to help optimize the replenishment process. The operation records of drugs and equipment ensure the traceability of each operation through the responsibility tracing model, which helps to clarify operational responsibilities and avoid difficulties in accountability. The inventory management system can track the shelf life of drugs and issue reminders when the drugs are about to expire to ensure the safety of the drugs before use. The data processor determines whether the inventory is sufficient in real time based on the inventory alarm formula to ensure that an alarm is issued in time when the inventory is below the safety threshold.

[0034] Model and formula part:

[0035] Identity verification model: Combine fingerprint, face, and RFID card triple verification to ensure the uniqueness of the operator's identity through the identity verification system, and record all operations to avoid recognition failure or misjudgment.

[0036] Drug consumption prediction formula:

[0037]

[0038] Among them, C is the number of drugs that need to be replenished, U total is the total amount of drugs used in the past cycle, T total is the number of days in the past cycle, T refill is the planned replenishment cycle, S current is the current inventory. The formula is used to calculate the replenishment demand for drugs and equipment in real time to ensure a reasonable inventory. Assuming that the emergency vehicle has been total =30) A total of 120 epinephrines (U total =120), which means an average of 4 bottles of medicine are used every day. If the hospital plans to replenish medicine every 10 days (T refill =10), while the current inventory is 15 (S current =15), then the number of drugs that need to be replenished is:

[0039]

[0040] That is, the ambulance needs to restock 25 epinephrines to ensure sufficient stock for the next 10 days.

[0041] Responsibility tracing model:

[0042] R op =f(ID,O t ,P i )

[0043] Among them, R op is the responsibility traceability chain, ID is the operator's identity, O t is the operation time, P i The model ensures that each operation can be traced back to the responsible person for the operation of the drug or device information involved, which is helpful for the division of operation responsibilities and accountability. Assume that an emergency doctor replenished 10 epinephrines through fingerprint recognition (ID = 12345) on October 24, and the system recorded the operation time as 12:30 (O t =12:30,24 / 10 / 2024), and the batch number of the drug is "BATCH202410" (P i =BATCH202410). The operation record can be expressed as:

[0044] R op =f(12345,12:30,BATCH202410)

[0045] This means that if any problems arise during the subsequent use of the drug, the record can be traced back to the specific operator, operation time and operation batch.

[0046] Stock Alert Formula:

[0047]

[0048] Among them, Alert is the alarm status, 1 means insufficient inventory, 0 means sufficient inventory, S current is the current inventory, S min is the minimum safety stock threshold. When the drug or device inventory is lower than the set minimum threshold, the system automatically issues an alarm to remind you to replenish it. When the network is unstable, the system saves temporary data through local cache to ensure that the operation data will not be lost. When the network is restored, it will be synchronized to the background. The drug and device traceability management system records the production batch number, shelf life and supplier information of each batch of drugs, and combines it with the operation records to realize the full life cycle management of drugs. The system has multiple encryption functions to ensure the security of medical staff identity information, operation records and drug and device data to prevent data leakage. Assume that the minimum safety stock of adrenaline on the ambulance is set to 20 (S min =20), but the current stock is only 15 (S current =15). Calculated according to the model:

[0049]

[0050] The system will therefore issue inventory alarms to remind relevant managers to replenish medicines and avoid drug shortages in emergencies.

[0051] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. Identity verification-based emergency vehicle medicine and equipment replenishment management platform, characterized by: include: Hardware: fingerprint recognition equipment, facial recognition equipment, RFID card reader, smart storage cabinet, wireless communication module, display screen, data processor; Software part: identity authentication system, drug and equipment traceability management system, inventory management system, data analysis system; Model and formula part: Identity verification model: Combine fingerprint, face, and RFID card triple verification to ensure the uniqueness of the operator's identity through the identity verification system, and record all operations to avoid recognition failure or misjudgment; Drug consumption prediction formula: Among them, C is the number of drugs that need to be replenished, U total is the total amount of drugs used in the past cycle, T total is the number of days in the past cycle, T refill is the planned replenishment cycle, S current The current inventory level is used to calculate the replenishment demand for drugs and equipment in real time through this formula to ensure a reasonable inventory level; Responsibility tracing model: R op =f ( ID,O t ,P i ) Among them, R op is the responsibility traceability chain, ID is the operator's identity, O t is the operation time, P i For the drug or device information involved in the operation, this model ensures that each operation can be traced back to the responsible person, which helps to divide the operation responsibilities and pursue accountability; Stock Alert Formula: Among them, Alert is the alarm status, 1 means insufficient inventory, 0 means sufficient inventory, S current is the current inventory, S min It is the minimum safety stock threshold. When the drug or equipment inventory is lower than the set minimum threshold, the system will automatically sound an alarm to remind you to replenish it.

2. The identity verification-based emergency vehicle medicine and equipment replenishment management platform according to claim 1 is characterized by: The identity authentication system is based on multi-factor authentication, and ensures identity uniqueness through triple authentication of fingerprint, facial recognition and RFID card, reducing the possibility of recognition failure or misjudgment. The smart storage cabinet can monitor the quantity of medicines and equipment in real time, and synchronize with the background through the wireless communication module to ensure data update.

3. The identity verification-based emergency vehicle medicine and equipment replenishment management platform according to claim 1 is characterized by: The inventory management system calculates inventory requirements in real time through a drug consumption prediction formula, optimizes replenishment plans, and ensures that ambulances have reasonable inventory at all times.

4. The identity verification-based emergency vehicle medicine and equipment replenishment management platform according to claim 1 is characterized by: The data analysis system generates usage trend reports for drugs and devices through historical usage data to help optimize the replenishment process. The operation records of drugs and devices ensure the traceability of each operation through a responsibility tracing model, which helps to clarify operational responsibilities and avoid difficulties in accountability.

5. The identity verification-based emergency vehicle medicine and equipment replenishment management platform according to claim 1 is characterized by: The inventory management system can track the shelf life of drugs and issue reminders when drugs are about to expire, ensuring the safety of drugs before use. The data processor determines whether the inventory is sufficient in real time based on the inventory alarm formula to ensure that an alarm is issued in time when the inventory is below the safety threshold.

6. The identity verification-based emergency vehicle medicine and equipment replenishment management platform according to claim 1 is characterized by: The display screen is used to display the inventory status, shelf life information and operation records of medicines and equipment, and the identity authentication records can be synchronized with the background server and automatically updated after the operation is completed to ensure the integrity and security of the data.

7. The identity verification-based emergency vehicle medicine and equipment replenishment management platform according to claim 1 is characterized by: When the network is unstable, the system saves temporary data through local cache to ensure that operation data will not be lost, and synchronizes it to the background when the network is restored. The drug and equipment traceability management system records the production batch number, shelf life and supplier information of each batch of drugs, and combines it with the operation records to realize the full life cycle management of drugs.

8. The identity verification-based emergency vehicle medicine and equipment replenishment management platform according to claim 1 is characterized by: The system has multiple encryption functions to ensure the security of medical staff identity information, operation records and drug and equipment data, and prevent data leakage.

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