Intelligent visual management system and method for rescue carriage

Abstract

The invention provides an intelligent visual management system and method for a rescue carriage, and the method comprises the steps: obtaining the material layout information of the rescue carriage, constructing a rescue carriage material management list through combining the basic information corresponding to each material, and determining the storage position of each required material on the rescue carriage according to a material calling instruction issued by a medical worker, the method comprises the following steps: acquiring a plurality of required materials, controlling a corresponding indicator lamp to flicker, tracking the position of each required material to generate material consumption information corresponding to the rescue, determining state information corresponding to each existing material, controlling the corresponding indicator lamp to light based on the state information, determining abnormal-state materials contained in the rescue carriage according to the state information, and sending the abnormal-state materials to the rescue carriage according to the abnormal-state materials. The abnormal elimination scheme is generated and displayed, the expiration date and inventory of the medicine are monitored in real time, a reminding signal is automatically sent out when needed, and medical risks caused by medicine problems are effectively avoided.

Description

Technical Field

[0001] The present invention relates to the technical field of medical device management, and in particular to an intelligent visualization management system and method for emergency vehicles. Background Art

[0002] In major hospitals, the management of rescue items requires a 100% intact rate of rescue drugs and items, which includes the fixed-point placement of items and drugs, batch number, expiration date and quality management, as well as the expiration date management of sterile items. This requires nursing staff to regularly check rescue drugs and items. The traditional inspection method is to check the emergency drugs and items in the rescue car one by one (including quality, expiration date, batch number, intact rate, fixed-point calibration, 3 months for drugs, 1 month for items) after the application or opening of the ambulance. Obviously, in traditional ambulances, the management of drugs and equipment often relies on manual inventory and record keeping, which is not only time-consuming and labor-intensive, but also prone to errors. And first aid reflects the overall medical level of a hospital and a group. However, first aid requires a large reserve of human knowledge, the management of ambulances is difficult, and there are many types of hardware facilities for first aid. Medical staff are required to be proficient in the use of ambulances, and the closed car management makes training more difficult. Therefore, there is an urgent need for a method to manage and supervise the medical equipment of ambulances.

[0003] Therefore, the present invention provides an intelligent visual management system and method for rescue vehicles. Summary of the invention

[0004] The present invention provides an intelligent visualization management system and method for emergency vehicles. Nursing staff can check the placement and quantity of medicines in the vehicle without opening drawers, thereby significantly shortening the retrieval time and improving the emergency response speed. The validity period and inventory of medicines are monitored in real time, and a reminder signal is automatically issued when necessary, effectively avoiding medical risks caused by medicine problems.

[0005] The present invention provides an intelligent visual management system for rescue vehicles, comprising:

[0006] An intelligent management module is used to obtain the material layout information of the rescue vehicle and construct the rescue vehicle material management list in combination with the basic information corresponding to each material;

[0007] The material positioning module is used to determine the storage location of each required material on the rescue vehicle according to the material retrieval instructions issued by medical staff, and control the corresponding indicator lights to flash;

[0008] The material tracking module is used to track the location of each required material during rescue and generate material consumption information corresponding to the rescue;

[0009] An intelligent checking module, used to determine the status information corresponding to each existing material by using the material consumption information in the material management list, and control the corresponding indicator light to light up based on the status information;

[0010] The intelligent reminder module is used to determine the abnormal state materials contained in the rescue vehicle according to the state information, generate and display the abnormality elimination plan.

[0011] In one practicable manner,

[0012] Also includes:

[0013] The supplies in the rescue vehicle include: medicines and medical equipment;

[0014] Each material in the rescue vehicle is stored in a transparent container, and an indicator light is arranged outside the transparent container.

[0015] In one practicable manner,

[0016] The intelligent management module comprises:

[0017] A material layout unit, used to collect internal image information of the rescue vehicle, build an image information arrangement framework based on the shooting angle corresponding to each internal image information, and map the internal image into the image information arrangement framework to generate material layout information of the rescue vehicle;

[0018] A material management unit, used to determine several types of stored materials inside the rescue vehicle based on the material layout information, and to identify the RFID corresponding to each of the stored materials to determine the basic information corresponding to each of the stored materials;

[0019] The list generating unit is used to analyze the basic information to determine the access requirements, storage quantity and validity period of the corresponding stored materials, and mark the access requirements, storage quantity and validity period in the material layout information to generate the material management list of the rescue vehicle.

[0020] In one practicable manner,

[0021] The material positioning module includes:

[0022] A pre-processing unit is used to extract keywords from each of the basic information, determine the keywords corresponding to each of the supplies, collect the language instructions issued by the medical staff, perform keyword recognition on the language instructions, and determine the required supplies according to the recognition results;

[0023] A deep processing unit, used to locate the first expression time corresponding to each of the required materials in the language instruction, identify the quantifiers contained in the language instruction, and determine the second expression time corresponding to each of the quantifiers, and construct the instruction keyword time axis;

[0024] An instruction reorganization unit is used to match the required materials and quantifiers having adjacent relationships based on the instruction keyword time axis to obtain a plurality of material quantity information, determine the usage range corresponding to each of the required materials based on the basic information, filter the material quantity information according to the usage range, and construct a material retrieval instruction;

[0025] The material positioning unit is used to search for the storage location corresponding to each of the required materials in the material management list according to the material retrieval instruction, and control the corresponding indicator light within each storage location to flash until the material quantity taken is consistent with the required quantity corresponding to the required material and then stops flashing.

[0026] In one practicable manner,

[0027] The material tracking module includes:

[0028] The video monitoring unit is used to obtain the multi-angle monitoring video stream of the rescue vehicle, and when performing rescue, locate the real-time position corresponding to each search demand material in each monitoring video stream, and generate material change information corresponding to each monitoring video stream;

[0029] A tracking and reorganization unit is used to reorganize a plurality of material change information corresponding to the same required material, obtain a usage track corresponding to each required material, obtain a plurality of material forms corresponding to each required material, and respectively determine the presentation time corresponding to each material form in the corresponding usage track;

[0030] The consumption analysis unit is used to construct the usage process of the corresponding required materials according to the presentation time corresponding to each of the material forms, determine the corresponding consumption of each of the required materials at different times, generate and display the corresponding material consumption information for this rescue.

[0031] In one practicable manner,

[0032] The intelligent checking module comprises:

[0033] a consumption analysis unit, configured to determine the remaining quantity corresponding to each of the existing materials based on the material consumption information, construct a basic matrix of corresponding specifications for the corresponding existing materials based on the remaining quantity, respectively obtain image information corresponding to each of the existing materials and input it into the corresponding basic matrix, and generate a verification matrix corresponding to the existing materials when the basic matrix does not contain a blank matrix position;

[0034] A deep verification unit is used to perform numerical analysis on the matrix information contained in each matrix position, generate corresponding presentation values ​​of the existing materials under different preset verification dimensions, mark each preset dimension and the corresponding presentation value in the corresponding verification matrix, perform numerical verification in each matrix position using the verification standard corresponding to each preset dimension, and obtain the verification result corresponding to each existing material;

[0035] a status determination unit, configured to classify the existing materials by level using the verification results, cluster and sort the existing materials by level in a corresponding verification matrix, obtain status information corresponding to each of the existing materials, and determine shortage characteristics and near-expiry characteristics corresponding to each of the existing materials by using the status information;

[0036] The status indication unit is used to control the corresponding indicator light to light up for the first time based on the shortage feature corresponding to each of the existing materials, and to control the corresponding indicator light to light up for the second time based on the expiration feature corresponding to each of the existing materials.

[0037] In one practicable manner,

[0038] Also includes:

[0039] A position checking unit, used to respectively obtain the current position information of each existing material in the rescue vehicle, check the current position information using the material management list, and locate the target existing material with an incorrect storage position;

[0040] Control the corresponding indicator light to light up for the third time.

[0041] In one practicable manner,

[0042] The intelligent reminder module includes:

[0043] An abnormality checking unit is used to generate a plurality of independent status conditions according to the status information, and perform abnormality screening on each of the independent status conditions to obtain corresponding abnormal status materials;

[0044] The solution construction unit is used to screen corresponding elimination methods based on the abnormal dimensions corresponding to the abnormal state materials, count several elimination methods corresponding to each abnormal state material to generate an abnormal elimination solution and display it.

[0045] The present invention provides an intelligent visual management method for a rescue vehicle, comprising:

[0046] Step 1: Obtain the material layout information of the rescue vehicle, and construct the rescue vehicle material management list in combination with the basic information corresponding to each material;

[0047] Step 2: Determine the storage location of each required material on the rescue vehicle according to the material retrieval instructions issued by the medical staff, and control the corresponding indicator light to flash;

[0048] Step 3: During the rescue, the location of each required material is tracked to generate material consumption information corresponding to the rescue;

[0049] Step 4: using the material consumption information in the material management list, determining the status information corresponding to each existing material, and controlling the corresponding indicator light to light up based on the status information;

[0050] Step 5: Determine the abnormal state materials contained in the rescue vehicle according to the state information, generate and display the abnormality elimination plan.

[0051] In one practicable manner,

[0052] The step 3 comprises:

[0053] Step 31: extract keywords from each of the basic information, determine the keywords corresponding to each of the supplies, collect the language instructions issued by the medical staff, perform keyword recognition on the language instructions, and determine the required supplies according to the recognition results;

[0054] Step 32: locating the first expression time corresponding to each of the required materials in the language instruction, identifying the quantifiers contained in the language instruction, and determining the second expression time corresponding to each of the quantifiers, and constructing the instruction keyword time axis;

[0055] Step 33: Based on the instruction keyword time axis, the required materials and quantifiers having adjacent relationships are matched to obtain a plurality of material quantity information, based on the basic information, the usage range corresponding to each of the required materials is determined, the material quantity information is filtered according to the usage range, and a material retrieval instruction is constructed;

[0056] Step 34: Search the storage location corresponding to each of the required materials in the material management list according to the material retrieval instruction, and control the corresponding indicator light within the range of each storage location to flash until the material quantity taken is consistent with the required quantity corresponding to the required material and then stops flashing.

[0057] The achievable beneficial effects of the above technical solution are: introducing a comprehensive digital management system into the material management of the rescue vehicle, determining the material management list of the rescue vehicle according to the material layout information of the rescue vehicle combined with the corresponding basic information, and then when using the emergency vehicle, selecting the corresponding medical supplies according to the instructions issued by the medical staff, and controlling the indicator light of the storage location to flash as a reminder, thereby reducing the time for medical staff to find supplies, thereby improving the rescue efficiency, and at the same time tracking the location of each medical supply, determining the materials consumed during the rescue process, and checking the remaining materials, and reminding relevant personnel to add, adjust or reorganize materials. In this way, the placement and retrieval methods of medicines and equipment can be simplified, reducing the difficulty of operation and the risk of misuse, improving the efficiency and quality of first aid work, and real-time monitoring of the expiration date and inventory of medicines can be carried out. When the medicine is about to expire or the inventory is insufficient, the system automatically sends a reminder signal to avoid affecting the first aid work.

[0058] Other features and advantages of the present invention will be described in the following description, and partly become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention can be realized and obtained by the structures particularly pointed out in the written description and the accompanying drawings.

[0059] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0060] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0061] Figure 1 It is a schematic diagram of the composition of an intelligent visual management system for rescue vehicles in an embodiment of the present invention;

[0062] Figure 2 The figure is a schematic diagram of the workflow of a method for intelligent visual management of rescue vehicles in an embodiment of the present invention. DETAILED DESCRIPTION

[0063] The preferred embodiments of the present invention are described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.

[0064] Example 1

[0065] This embodiment provides an intelligent visual management system for rescue vehicles. Figure 1 As shown, including:

[0066] An intelligent management module is used to obtain the material layout information of the rescue vehicle and construct the rescue vehicle material management list in combination with the basic information corresponding to each material;

[0067] The material positioning module is used to determine the storage location of each required material on the rescue vehicle according to the material retrieval instructions issued by medical staff, and control the corresponding indicator lights to flash;

[0068] The material tracking module is used to track the location of each required material during rescue and generate material consumption information corresponding to the rescue;

[0069] An intelligent checking module, used to determine the status information corresponding to each existing material by using the material consumption information in the material management list, and control the corresponding indicator light to light up based on the status information;

[0070] The intelligent reminder module is used to determine the abnormal state materials contained in the rescue vehicle according to the state information, generate and display the abnormality elimination plan.

[0071] In this example, the material layout information indicates the placement information of various materials in the rescue vehicle;

[0072] In this example, the basic information includes all the contents in the material's instruction manual;

[0073] In this example, the required materials represent the materials needed for this rescue;

[0074] In this example, the material consumption information represents the statistical information of the materials consumed during this first aid process;

[0075] In this example, abnormal conditions include: insufficient inventory, near expiration, and wrong storage location.

[0076] The working principle and beneficial effects of the above technical solution are as follows: a comprehensive digital management system is introduced into the material management of the rescue vehicle, and the material management list of the rescue vehicle is determined according to the material layout information of the rescue vehicle combined with the corresponding basic information. Then, when using the emergency vehicle, the corresponding medical supplies are selected according to the instructions issued by the medical staff, and the indicator light of the storage location is controlled to flash as a reminder, thereby reducing the time for medical staff to find supplies, thereby improving the rescue efficiency. At the same time, the location of each medical supply is tracked, the supplies consumed during the rescue process are determined, and the remaining supplies are checked, and relevant personnel are reminded to add supplies, adjust supplies or reorganize supplies. In this way, the placement and retrieval methods of medicines and equipment can be simplified, the difficulty of operation and the risk of misuse can be reduced, and the efficiency and quality of first aid work can be improved. The expiration date and inventory of medicines can also be monitored in real time. When the medicine is about to expire or the inventory is insufficient, the system automatically sends a reminder signal to avoid affecting the first aid work.

[0077] Example 2

[0078] On the basis of Example 1, the intelligent visual management system for rescue vehicles further includes:

[0079] The supplies in the rescue vehicle include: medicines and medical equipment;

[0080] Each material in the rescue vehicle is stored in a transparent container, and an indicator light is arranged outside the transparent container.

[0081] The working principle and beneficial effects of the above technical solution: the use of transparent drawers and LED indicator lights improves the visualization effect.

[0082] Example 3

[0083] On the basis of Example 1, the intelligent visual management system for rescue vehicles, the intelligent management module, includes:

[0084] A material layout unit, used to collect internal image information of the rescue vehicle, build an image information arrangement framework based on the shooting angle corresponding to each internal image information, and map the internal image into the image information arrangement framework to generate material layout information of the rescue vehicle;

[0085] A material management unit, used to determine several types of stored materials inside the rescue vehicle based on the material layout information, and to identify the RFID corresponding to each of the stored materials to determine the basic information corresponding to each of the stored materials;

[0086] The list generating unit is used to analyze the basic information to determine the access requirements, storage quantity and validity period of the corresponding stored materials, and mark the access requirements, storage quantity and validity period in the material layout information to generate the material management list of the rescue vehicle.

[0087] In this example, the internal image information represents an image of the interior of the rescue vehicle captured by a camera device;

[0088] In this example, the shooting angle refers to the shooting angle of the camera device when shooting the internal image;

[0089] In this example, the image information arrangement framework represents a virtual structure built in a virtual environment to present different shooting angles of camera equipment.

[0090] The working principle and beneficial effects of the above technical solution: In order to effectively manage the materials of the rescue vehicle and achieve the purpose of real-time management, an image information sorting framework is built according to the shooting angle corresponding to the internal image information of the rescue vehicle, and then the internal image is mapped to determine the material layout information in the rescue vehicle. The basic information of each stored material is further combined to construct a material management list, which lays the foundation for subsequent material retrieval and material management.

[0091] Example 4

[0092] On the basis of Example 1, the intelligent visual management system for rescue vehicles, the material positioning module, includes:

[0093] A pre-processing unit is used to extract keywords from each of the basic information, determine the keywords corresponding to each of the supplies, collect the language instructions issued by the medical staff, perform keyword recognition on the language instructions, and determine the required supplies according to the recognition results;

[0094] A deep processing unit, used to locate the first expression time corresponding to each of the required materials in the language instruction, identify the quantifiers contained in the language instruction, and determine the second expression time corresponding to each of the quantifiers, and construct the instruction keyword time axis;

[0095] An instruction reorganization unit is used to match the required materials and quantifiers having adjacent relationships based on the instruction keyword time axis to obtain a plurality of material quantity information, determine the usage range corresponding to each of the required materials based on the basic information, filter the material quantity information according to the usage range, and construct a material retrieval instruction;

[0096] The material positioning unit is used to search for the storage location corresponding to each of the required materials in the material management list according to the material retrieval instruction, and control the corresponding indicator light within each storage location to flash until the material quantity taken is consistent with the required quantity corresponding to the required material and then stops flashing.

[0097] In this example, the retrieval keyword indicates the keyword required to retrieve a material, such as the noun of the material, the abbreviation of the material;

[0098] In this example, in order to improve the efficiency of rescue, medical staff used verbal commands to retrieve supplies;

[0099] In this example, the first expression time indicates the time when the keyword for retrieving the required material appears in the language instruction;

[0100] In this example, the second expression moment indicates the moment when the quantifier appears in the language instruction;

[0101] In this example, the keyword time axis contains the time when all the retrieved keywords and quantifiers appear;

[0102] In this example, the storage location indicates the storage location of the required materials in the rescue vehicle;

[0103] In this example, the material quantity information represents the result of combining a required material and a quantifier. Since medical staff may need multiple materials at one time, adjacent material keywords and quantifiers are combined to obtain the material quantity information, which is then differentiated.

[0104] In this example, the purpose of stopping flashing until the quantity of materials taken is consistent with the required quantity corresponding to the required materials is to remind medical staff that the required quantity of the materials has reached the standard.

[0105] The working principle and beneficial effects of the above technical solution: In order to improve the rescue efficiency of medical staff, the language instructions issued by the medical staff are collected, and then keyword recognition is performed to determine the required materials. The language instructions are then split and the quantifiers therein are determined. The quantifiers are combined with the retrieval keywords, and the material management list is used to perform the next step of usage verification. The usage of each required material is determined, and its storage location is further quickly located. The light flashes to remind, and when the medical staff finishes taking the materials, the flashing stops, achieving the effect of reminding again. In this way, the location and usage of multiple materials can be quickly determined, providing strong support for the work of medical staff.

[0106] Example 5

[0107] On the basis of Example 1, the intelligent visual management system for rescue vehicles, the material tracking module, includes:

[0108] The video monitoring unit is used to obtain the multi-angle monitoring video stream of the rescue vehicle, and when performing rescue, locate the real-time position corresponding to each search demand material in each monitoring video stream, and generate material change information corresponding to each monitoring video stream;

[0109] A tracking and reorganization unit is used to reorganize a plurality of material change information corresponding to the same required material, obtain a usage track corresponding to each required material, obtain a plurality of material forms corresponding to each required material, and respectively determine the presentation time corresponding to each material form in the corresponding usage track;

[0110] The consumption analysis unit is used to construct the usage process of the corresponding required materials according to the presentation time corresponding to each of the material forms, determine the corresponding consumption of each of the required materials at different times, generate and display the corresponding material consumption information for this rescue.

[0111] In this example, the multi-angle supervision video stream represents the supervision video streams under several different shooting angles;

[0112] In this example, the material change information indicates that the position of a material in a surveillance video stream has changed;

[0113] In this example, the trajectory is used to represent the trajectory established according to the position change of the required materials in the rescue vehicle;

[0114] In this example, the material form indicates the external form presented by the required material;

[0115] In this example, consumption is related to the material form.

[0116] The working principle and beneficial effects of the above technical solution are as follows: In order to improve the quality and efficiency of subsequent material replenishment work, the rescue vehicle is filmed and monitored from multiple angles. When performing rescue, the real-time location of each required material is searched in each monitoring video stream to construct the corresponding material change information. The material change information is then reorganized to construct the usage trajectory of the required materials. The material consumption is further determined by analyzing the form of the required materials. Finally, the material consumption information for this rescue is established. In this way, the usage of required materials can be tracked and managed, which can significantly reduce the time for manual inventory and recording, improve management efficiency, reduce human errors, and ensure the accuracy of drug and equipment information.

[0117] Example 6

[0118] On the basis of Example 1, the intelligent visual management system for rescue vehicles, the intelligent verification module, and the material positioning module include:

[0119] A pre-processing unit is used to extract keywords from each of the basic information, determine the keywords corresponding to each of the supplies, collect the language instructions issued by the medical staff, perform keyword recognition on the language instructions, and determine the required supplies according to the recognition results;

[0120] A deep processing unit, used to locate the first expression time corresponding to each of the required materials in the language instruction, identify the quantifiers contained in the language instruction, and determine the second expression time corresponding to each of the quantifiers, and construct the instruction keyword time axis;

[0121] An instruction reorganization unit is used to match the required materials and quantifiers having adjacent relationships based on the instruction keyword time axis to obtain a plurality of material quantity information, determine the usage range corresponding to each of the required materials based on the basic information, filter the material quantity information according to the usage range, and construct a material retrieval instruction;

[0122] The material positioning unit is used to search for the storage location corresponding to each of the required materials in the material management list according to the material retrieval instruction, and control the corresponding indicator light within each storage location to flash until the material quantity taken is consistent with the required quantity corresponding to the required material and then stops flashing.

[0123] Example 6

[0124] On the basis of Example 1, the intelligent visual management system for rescue vehicles, the intelligent verification module, includes:

[0125] a consumption analysis unit, configured to determine the remaining quantity corresponding to each of the existing materials based on the material consumption information, construct a basic matrix of corresponding specifications for the corresponding existing materials based on the remaining quantity, respectively obtain image information corresponding to each of the existing materials and input it into the corresponding basic matrix, and generate a verification matrix corresponding to the existing materials when the basic matrix does not contain a blank matrix position;

[0126] A deep verification unit is used to perform numerical analysis on the matrix information contained in each matrix position, generate corresponding presentation values ​​of the existing materials under different preset verification dimensions, mark each preset dimension and the corresponding presentation value in the corresponding verification matrix, perform numerical verification in each matrix position using the verification standard corresponding to each preset dimension, and obtain the verification result corresponding to each existing material;

[0127] a status determination unit, configured to classify the existing materials by level using the verification results, cluster and sort the existing materials by level in a corresponding verification matrix, obtain status information corresponding to each of the existing materials, and determine shortage characteristics and near-expiry characteristics corresponding to each of the existing materials by using the status information;

[0128] The status indication unit is used to control the corresponding indicator light to light up for the first time based on the shortage feature corresponding to each of the existing materials, and to control the corresponding indicator light to light up for the second time based on the expiration feature corresponding to each of the existing materials.

[0129] In this example, the specifications of the basic matrix are the same as the remaining quantity of one existing material, that is, the number of matrix positions is the same as the remaining quantity;

[0130] In this example, the check matrix represents a matrix used to check the status of materials;

[0131] In this example, the preset verification dimensions include: inventory, expiring date, and storage location;

[0132] In this example, the presented value represents the numerical amount presented under a preset check dimension;

[0133] In this instance, cluster sorting refers to the process of grouping existing items of the same rank and type into one category;

[0134] In this example, the first lighting and the second lighting represent lights of two different colors.

[0135] The working principle and beneficial effects of the above technical solution are as follows: when a rescue is completed, material consumption will occur. In order to ensure the effect of the next first aid, the remaining amount of each existing material is determined according to the material consumption information, and then a basic matrix of the same specification is established, and then the image of each existing material is input into it to construct a verification matrix, and the presentation values ​​of the existing materials under different preset verification dimensions are further analyzed to perform numerical verification. According to the verification results, the indicator light corresponding to the existing materials with insufficient inventory is controlled to light up in red, and the indicator light corresponding to the existing materials that are about to expire is controlled to light up in purple, so as to achieve the purpose of reminding relevant personnel to handle it.

[0136] Example 7

[0137] Based on Example 6, the intelligent visual management system for rescue vehicles further includes:

[0138] A position checking unit, used to respectively obtain the current position information of each existing material in the rescue vehicle, check the current position information using the material management list, and locate the target existing material with an incorrect storage position;

[0139] Control the corresponding indicator light to light up for the third time.

[0140] The working principle and beneficial effects of the above technical solution are as follows: when the storage location of existing materials is incorrect, the corresponding indicator light is controlled to light up yellow to remind relevant personnel to handle the situation.

[0141] Example 8

[0142] On the basis of Example 1, the intelligent visual management system for rescue vehicles, the intelligent reminder module, includes:

[0143] An abnormality checking unit is used to generate a plurality of independent status conditions according to the status information, and perform abnormality screening on each of the independent status conditions to obtain corresponding abnormal status materials;

[0144] The solution construction unit is used to screen corresponding elimination methods based on the abnormal dimensions corresponding to the abnormal state materials, count several elimination methods corresponding to each abnormal state material to generate an abnormal elimination solution and display it.

[0145] The working principle and beneficial effects of the above technical solution: In order to improve the work efficiency of relevant personnel, an abnormality elimination plan is directly generated for reference by relevant personnel to reduce the occurrence of material disorder in the rescue vehicle.

[0146] In this example, the material layout information indicates the placement information of various materials in the rescue vehicle;

[0147] In this example, the basic information includes all the contents in the material's instruction manual;

[0148] In this example, the required materials represent the materials needed for this rescue;

[0149] In this example, the material consumption information represents the statistical information of the materials consumed during this first aid process;

[0150] In this example, abnormal conditions include: insufficient inventory, near expiration, and wrong storage location.

[0151] The working principle and beneficial effects of the above technical solution are as follows: a comprehensive digital management system is introduced into the material management of the rescue vehicle, and the material management list of the rescue vehicle is determined according to the material layout information of the rescue vehicle combined with the corresponding basic information. Then, when using the emergency vehicle, the corresponding medical supplies are selected according to the instructions issued by the medical staff, and the indicator light of the storage location is controlled to flash as a reminder, thereby reducing the time for medical staff to find supplies, thereby improving the rescue efficiency. At the same time, the location of each medical supply is tracked, the supplies consumed during the rescue process are determined, and the remaining supplies are checked, and relevant personnel are reminded to add supplies, adjust supplies or reorganize supplies. In this way, the placement and retrieval methods of medicines and equipment can be simplified, the difficulty of operation and the risk of misuse can be reduced, and the efficiency and quality of first aid work can be improved. The expiration date and inventory of medicines can also be monitored in real time. When the medicine is about to expire or the inventory is insufficient, the system automatically sends a reminder signal to avoid affecting the first aid work.

[0152] Example 9

[0153] This embodiment provides a method for intelligent visual management of rescue vehicles. Figure 2 As shown, including:

[0154] Step 1: Obtain the material layout information of the rescue vehicle, and construct the rescue vehicle material management list in combination with the basic information corresponding to each material;

[0155] Step 2: Determine the storage location of each required material on the rescue vehicle according to the material retrieval instructions issued by the medical staff, and control the corresponding indicator light to flash;

[0156] Step 3: During the rescue, the location of each required material is tracked to generate the material consumption information corresponding to the rescue;

[0157] Step 4: using the material consumption information in the material management list, determining the status information corresponding to each existing material, and controlling the corresponding indicator light to light up based on the status information;

[0158] Step 5: Determine the abnormal state materials contained in the rescue vehicle according to the state information, generate and display the abnormality elimination plan.

[0159] Example 10

[0160] On the basis of Example 9, the intelligent visual management method for rescue vehicles is characterized in that step 3 comprises:

[0161] Step 31: extract keywords from each of the basic information, determine the keywords corresponding to each of the supplies, collect the language instructions issued by the medical staff, perform keyword recognition on the language instructions, and determine the required supplies according to the recognition results;

[0162] Step 32: locating the first expression time corresponding to each of the required materials in the language instruction, identifying the quantifiers contained in the language instruction, and determining the second expression time corresponding to each of the quantifiers, and constructing the instruction keyword time axis;

[0163] Step 33: Based on the instruction keyword time axis, the required materials and quantifiers having adjacent relationships are matched to obtain a plurality of material quantity information, based on the basic information, the usage range corresponding to each of the required materials is determined, the material quantity information is filtered according to the usage range, and a material retrieval instruction is constructed;

[0164] Step 34: Search the storage location corresponding to each of the required materials in the material management list according to the material retrieval instruction, and control the corresponding indicator light within the range of each storage location to flash until the material quantity taken is consistent with the required quantity corresponding to the required material and then stops flashing.

[0165] In this example, the retrieval keyword indicates the keyword required to retrieve a material, such as the noun of the material, the abbreviation of the material;

[0166] In this example, in order to improve the efficiency of rescue, medical staff used verbal commands to retrieve supplies;

[0167] In this example, the first expression time indicates the time when the keyword for retrieving the required material appears in the language instruction;

[0168] In this example, the second expression moment indicates the moment when the quantifier appears in the language instruction;

[0169] In this example, the keyword time axis contains the time when all the retrieved keywords and quantifiers appear;

[0170] In this example, the storage location indicates the storage location of the required materials in the rescue vehicle;

[0171] In this example, the material quantity information represents the result of combining a required material and a quantifier. Since medical staff may need multiple materials at one time, adjacent material keywords and quantifiers are combined to obtain the material quantity information, which is then differentiated.

[0172] In this example, the purpose of stopping flashing until the quantity of materials taken is consistent with the required quantity corresponding to the required materials is to remind medical staff that the required quantity of the materials has reached the standard.

[0173] The working principle and beneficial effects of the above technical solution: In order to improve the rescue efficiency of medical staff, the language instructions issued by the medical staff are collected, and then keyword recognition is performed to determine the required materials. The language instructions are then split and the quantifiers therein are determined. The quantifiers are combined with the retrieval keywords, and the material management list is used to perform the next step of usage verification. The usage of each required material is determined, and its storage location is further quickly located. The light flashes to remind, and when the medical staff finishes taking the materials, the flashing stops, achieving the effect of reminding again. In this way, the location and usage of multiple materials can be quickly determined, providing strong support for the work of medical staff.

[0174] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include these modifications and variations.

Claims

1. An intelligent visual management system for rescue vehicles, characterized in that: include: An intelligent management module, used to obtain the material layout information of the rescue vehicle, and to construct the rescue vehicle material management list in combination with the basic information corresponding to each material; The material positioning module is used to determine the storage location of each required material on the rescue vehicle according to the material retrieval instructions issued by medical staff, and control the corresponding indicator lights to flash; The material tracking module is used to track the location of each required material during rescue and generate material consumption information corresponding to the rescue; An intelligent checking module, used to determine the status information corresponding to each existing material by using the material consumption information in the material management list, and control the corresponding indicator light to light up based on the status information; The intelligent reminder module is used to determine the abnormal state materials contained in the rescue vehicle according to the state information, generate and display the abnormality elimination plan.

2. The intelligent visual management system for rescue vehicles according to claim 1, characterized in that: Also includes: The supplies in the rescue vehicle include: medicines and medical equipment; Each material in the rescue vehicle is stored in a transparent container, and an indicator light is arranged outside the transparent container.

3. The intelligent visual management system for rescue vehicles according to claim 1, characterized in that: The intelligent management module comprises: A material layout unit, used to collect internal image information of the rescue vehicle, build an image information arrangement framework based on the shooting angle corresponding to each internal image information, and map the internal image into the image information arrangement framework to generate material layout information of the rescue vehicle; A material management unit, used to determine several types of stored materials inside the rescue vehicle based on the material layout information, and to identify the RFID corresponding to each of the stored materials to determine the basic information corresponding to each of the stored materials; The list generating unit is used to analyze the basic information to determine the access requirements, storage quantity and validity period of the corresponding stored materials, and mark the access requirements, storage quantity and validity period in the material layout information to generate the material management list of the rescue vehicle.

4. The intelligent visual management system for rescue vehicles according to claim 1, characterized in that: The material positioning module includes: A pre-processing unit is used to extract keywords from each of the basic information, determine the keywords corresponding to each of the supplies, collect the language instructions issued by the medical staff, perform keyword recognition on the language instructions, and determine the required supplies according to the recognition results; A deep processing unit, used to locate the first expression time corresponding to each of the required materials in the language instruction, identify the quantifiers contained in the language instruction, and determine the second expression time corresponding to each of the quantifiers, and construct the instruction keyword time axis; An instruction reorganization unit is used to match the required materials and quantifiers having adjacent relationships based on the instruction keyword time axis to obtain a plurality of material quantity information, determine the usage range corresponding to each of the required materials based on the basic information, filter the material quantity information according to the usage range, and construct a material retrieval instruction; The material positioning unit is used to search for the storage location corresponding to each of the required materials in the material management list according to the material retrieval instruction, and control the corresponding indicator light within each storage location to flash until the material quantity taken is consistent with the required quantity corresponding to the required material and then stops flashing.

5. The intelligent visual management system for rescue vehicles according to claim 1, characterized in that: The material tracking module includes: The video monitoring unit is used to obtain the multi-angle monitoring video stream of the rescue vehicle, and when performing rescue, locate the real-time position corresponding to each search demand material in each monitoring video stream, and generate material change information corresponding to each monitoring video stream; A tracking and reorganization unit is used to reorganize a plurality of material change information corresponding to the same required material, obtain a usage track corresponding to each required material, obtain a plurality of material forms corresponding to each required material, and respectively determine the presentation time corresponding to each material form in the corresponding usage track; The consumption analysis unit is used to construct the usage process of the corresponding required materials according to the presentation time corresponding to each of the material forms, determine the corresponding consumption of each of the required materials at different times, generate and display the corresponding material consumption information for this rescue.

6. The intelligent visual management system for rescue vehicles according to claim 1, characterized in that: The intelligent checking module comprises: a consumption analysis unit, configured to determine the remaining quantity corresponding to each of the existing materials based on the material consumption information, construct a basic matrix of corresponding specifications for the corresponding existing materials based on the remaining quantity, respectively obtain image information corresponding to each of the existing materials and input it into the corresponding basic matrix, and generate a verification matrix corresponding to the existing materials when the basic matrix does not contain a blank matrix position; A deep verification unit is used to perform numerical analysis on the matrix information contained in each matrix position, generate corresponding presentation values ​​of the existing materials under different preset verification dimensions, mark each preset dimension and the corresponding presentation value in the corresponding verification matrix, perform numerical verification in each matrix position using the verification standard corresponding to each preset dimension, and obtain the verification result corresponding to each existing material; a status determination unit, configured to classify the existing materials by level using the verification results, cluster and sort the existing materials by level in a corresponding verification matrix, obtain status information corresponding to each of the existing materials, and determine shortage characteristics and near-expiry characteristics corresponding to each of the existing materials by using the status information; The status indication unit is used to control the corresponding indicator light to light up for the first time based on the shortage feature corresponding to each of the existing materials, and to control the corresponding indicator light to light up for the second time based on the expiration feature corresponding to each of the existing materials.

7. The intelligent visual management system for rescue vehicles according to claim 6, characterized in that: Also includes: A position checking unit, used to respectively obtain the current position information of each existing material in the rescue vehicle, check the current position information using the material management list, and locate the target existing material with an incorrect storage position; Control the corresponding indicator light to light up for the third time.

8. The intelligent visual management system for rescue vehicles according to claim 1, characterized in that: The intelligent reminder module includes: An abnormality checking unit is used to generate a plurality of independent status conditions according to the status information, and perform abnormality screening on each of the independent status conditions to obtain corresponding abnormal status materials; The solution construction unit is used to screen corresponding elimination methods based on the abnormal dimensions corresponding to the abnormal state materials, count several elimination methods corresponding to each abnormal state material to generate an abnormal elimination solution and display it.

9. An intelligent visual management method for rescue vehicles, characterized in that: include: Step 1: Obtain the material layout information of the rescue vehicle, and construct the rescue vehicle material management list in combination with the basic information corresponding to each material; Step 2: Determine the storage location of each required material on the rescue vehicle according to the material retrieval instructions issued by the medical staff, and control the corresponding indicator light to flash; Step 3: During the rescue, the location of each required material is tracked to generate the material consumption information corresponding to the rescue; Step 4: using the material consumption information in the material management list, determining the status information corresponding to each existing material, and controlling the corresponding indicator light to light up based on the status information; Step 5: Determine the abnormal state materials contained in the rescue vehicle according to the state information, generate and display the abnormality elimination plan.

10. The intelligent visual management method for rescue vehicles according to claim 9, characterized in that: The step 3 comprises: Step 31: extract keywords from each of the basic information, determine the keywords corresponding to each of the supplies, collect the language instructions issued by the medical staff, perform keyword recognition on the language instructions, and determine the required supplies according to the recognition results; Step 32: locating the first expression time corresponding to each of the required materials in the language instruction, identifying the quantifiers contained in the language instruction, and determining the second expression time corresponding to each of the quantifiers, and constructing the instruction keyword time axis; Step 33: Based on the instruction keyword time axis, the required materials and quantifiers having adjacent relationships are matched to obtain a plurality of material quantity information, based on the basic information, the usage range corresponding to each of the required materials is determined, the material quantity information is filtered according to the usage range, and a material retrieval instruction is constructed; Step 34: Search the storage location corresponding to each of the required materials in the material management list according to the material retrieval instruction, and control the corresponding indicator light within the range of each storage location to flash until the material quantity taken is consistent with the required quantity corresponding to the required material and then stops flashing.

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