Rapid deployment and conversion system of integrated first-aid kit group module

Abstract

The invention discloses a rapid deployment and conversion system of an integrated first-aid kit group module, and relates to the technical field of equipment cooperative control. An instrument box in which an instrument is accommodated; wherein a protection belt is connected between the first-aid kit and the instrument container, cables between the first-aid kit are protected through the protection belt, the protection belt comprises a plurality of protection sections which are connected end to end, every two adjacent protection sections are movably connected, and the protection sections are trapezoidal and are arranged outside the cables in a sleeving mode. According to the rapid deployment and conversion system of the integrated first-aid kit group module, a chain-shaped protection belt is adopted to protect cables between instruments, and the protection belt is formed by connecting a plurality of protection sections which are movably connected end to end, so that the protection belt and the cables can be synchronously bent, and meanwhile, when the cables are extruded, the cables can be quickly deployed and converted, so that the cables can be prevented from being damaged. And the pressure is conducted to the ground, so that the safety of the field and the cable is improved.

Description

Technical Field

[0001] The present invention relates to the technical field of equipment collaborative control, and in particular to a rapid deployment and conversion system for integrated first aid kit module groups. Background Art

[0002] Field emergency hospitals must perform triage to assess and determine the severity of injuries, including the location, type, type, complications, and severity of injury. They must also categorize the injured and propose methods and sequences for admission, treatment, and evacuation. They must also accurately assess respiratory arrest, cardiac arrest, and death. Triage equipment primarily includes medical documents, triage cards, injury tickets, injury labels, triage kits, electrocardiograms, and portable color Doppler ultrasound machines.

[0003] However, the current inspection equipment is all placed in a scattered manner without modular and integrated management. As a result, when folded, it takes up a lot of space, which is inconvenient for transportation and increases transportation costs; when unfolded, it is placed in a scattered manner, which is inconvenient to take and easy to lose.

[0004] Currently, a Chinese patent with the existing patent application number "CN202311319819.X" discloses a field medical first aid triage kit, comprising a first box, a second box, and triage equipment; the first box and the second box have the same external dimensions, and both have space inside to accommodate triage equipment; the triage equipment includes an ultrasonic diagnostic instrument, an electrocardiograph, and several sets of portable triage modules; the ultrasonic diagnostic instrument is housed in the first box and is used to perform ultrasonic examinations of the internal organs of the patient; the electrocardiograph is housed in the second box and is used to perform cardiac examinations on the patient; and several sets of portable triage modules are housed in the first box and the second box, respectively, to measure the patient's body temperature, blood pressure, heart rate, and respiratory rate. Although this method can achieve portability, it cannot stably adapt to the needs of existing field first aid.

[0005] However, during the implementation of the above technical solution, at least the following technical problems were found:

[0006] Cables between boxes are exposed, and instruments are not coordinated during on-site construction: After the traditional first aid kit is built, cables need to be installed between the boxes to allow for mutual cooperation and data exchange between the boxes. However, the cables between the existing boxes are exposed, which is not only easy to be accidentally touched when people move around, but also easy to be squeezed, so that the cables are often damaged. The existing solution is to simply put a pipe on it, but because the pipe cannot be bent and the length of the pipe needs to be adjusted on-site, it seriously affects the efficiency and stability of cable laying.

[0007] Secondly, although the box transports medical equipment to the site, traditional instruments form data islands and cannot share patient physiological parameters and equipment status in real time; medical data processing relies on a centralized cloud architecture, which has high network latency and privacy leakage risks; equipment collaborative control relies on manual intervention and cannot adapt to complex clinical scenarios (such as ICU multi-device linkage). To this end, we propose a rapid deployment and conversion system for integrated first aid kit group modules. Summary of the Invention

[0008] (1) Technical problems solved

[0009] In response to the shortcomings of the existing technology, the present invention provides a rapid deployment and conversion system for an integrated first aid kit module, which solves the technical problems of the existing field medical first aid triage kit, such as exposed cables between boxes when in use, and the lack of coordination between instruments during on-site construction.

[0010] (2) Technical solution

[0011] To achieve the above objectives, the present invention is implemented through the following technical solutions:

[0012] An integrated first aid kit module, comprising:

[0013] Expandable table box;

[0014] An instrument box, wherein the instrument is stored;

[0015] Among them, a protective belt is connected between the first aid kit and the instrument box, and the cables between the first aid kits are protected by the protective belt. The protective belt includes several protective nodes connected end to end, and the adjacent protective nodes are movably connected. The shape of the protective node is "匚" and can be put on the outside of the cable.

[0016] Preferably, a movable plate is hinged on each side of the protective joint, and the shapes of the two movable plates correspond to each other;

[0017] Wherein, when the protective joint cover is arranged outside the cable, the movable plate can close the opening of the protective joint.

[0018] Preferably, the front and rear sides of the protective joint are respectively provided with extension heads and card slots that can be docked with each other, and the extension heads and card slots between two adjacent protective joints are plugged into each other;

[0019] The extension head is spherical, and two adjacent protection joints can move relative to each other.

[0020] Preferably, the instrument box comprises a box body, and the bottom of the box body is connected to a bottom cover, and the bottom cover and the box body are connected by a lock;

[0021] Among them, the instrument is installed on one side of the bottom cover facing the box body, and the bottom cover can be attached to the top of the box body.

[0022] Preferably, the table box includes:

[0023] A box frame, with a side plate connected to each of its two sides through bearings;

[0024] Two cover plates, which are respectively located in the front and back of the box frame and are each connected to a side plate;

[0025] Among them, the cover plate and the side plate are connected by hinges; when the box body is unfolded, the cover plate rotates away from the box frame around the hinge; then, taking the bearing between the side plate and the box frame as the axis, it rotates towards the top of the box frame until the cover plate is flush with the top of the box frame.

[0026] Preferably, locking members are provided on both sides of the box frame, and the position of the side plate is restricted by the locking members;

[0027] Among them, the locking member includes a limit pin inserted on both sides of the box frame, and the limit pin is connected to the box frame through a spring. When the cover plate is flush with the box frame, the limit pin extends under the action of the spring and blocks the rotation path of the side plate.

[0028] A rapid deployment and conversion system for an integrated first aid kit group module, the system includes:

[0029] A terminal perception module, configured with a multi-modal sensor array and a multi-protocol communication unit. The sensor array is used to synchronously collect patient physiological parameter and device operation status data, and the communication module supports adaptive protocol switching;

[0030] An edge processing module: includes a spatio-temporal alignment unit and a feature enhancement unit;

[0031] Among them, the spatio-temporal alignment unit realizes the time synchronization of asynchronous data through dynamic time warping and filtering algorithms;

[0032] The feature enhancement unit uses an attention mechanism to highlight key features;

[0033] A twin mapping module: constructs a digital twin and realizes real-time state synchronization. Among them, the digital twin reduces the computing load through lightweight modeling technology, and the state synchronization adopts a prediction-based differential transmission protocol;

[0034] A cloud decision module: deploys a federated learning framework and a collaborative control engine. The federated learning framework trains a multi-modal fusion model through privacy protection technology, and the collaborative control engine generates an optimized control strategy based on reinforcement learning.

[0035] Preferably, the multi - protocol communication module supports automatic switching between BLE and Zigbee protocols, and the switching decision is dynamically determined based on device type and communication quality.

[0036] Preferably, the time synchronization error of the time - space alignment unit is ≤50 ms, including Kalman filter pre - processing to eliminate baseline drift and dynamic time warping algorithm for time - axis alignment.

[0037] Preferably, the federated learning framework adopts a combination of homomorphic encryption and differential privacy technologies;

[0038] The reinforcement learning algorithm of the collaborative control engine optimizes the PID parameters, and the objective function includes an error term, a control quantity term, and a response time term; the collaborative control strategy generates a Pareto - optimal solution set through a multi - objective decision - making algorithm, and the optimization objectives include device energy consumption, response speed, and treatment effect.

[0039] (III) Beneficial effects

[0040] 1. Since a bearing is used as the connection structure between the side plate and the box frame, and the cover plate is connected to the side plate, when the side plate rotates, the cover plate can be flipped to a state flush with the top of the box frame, thus forming a "bed body". The cover plates used as the "bed body" are the box plates on both the front and back sides of the box body. Furthermore, on the basis of not affecting the normal storage function of the box body, the box body can be adjusted to a "bed body", thereby ensuring the normal use of the box body and realizing the side - opening of the storage box inside the box body. In addition, when the box body is stored, the legs fit on the cover plate, so they do not occupy the storage space of the box body itself, thus reducing the impact of the device on the box body.

[0041] 2. Since a docking shaft is used as the connection structure between the box cover and the side plate, the flip - plate with legs can be flipped downward as needed to cooperate with the box body to support the cover plate, thereby reducing the pressure of the device on the box body, and thus ensuring the service life and stability of the box body.

[0042] 3. Since a "chain" - shaped protective belt is used to protect the cables between the instruments, and the protective belt is composed of several protective joints connected end - to - end in an active connection, it can not only bend synchronously with the cable, but also conduct the pressure to the ground when the cable is squeezed. Secondly, by setting a movable plate on each side of the protective joint, the opening of the protective joint can be covered, thus realizing the full - wrapping of the cable and facilitating the installation and disassembly of the protective joint. The inner side of the movable plate is connected with an arc - shaped clamping seat, which can fit with the outer wall of the cable and conduct the pressure to the ground and the outer skin of the cable when the protective joint is squeezed, thereby improving the anti - pressure ability of the device.

[0043] 4. The Kalman filter and dynamic time warping algorithm are adopted to achieve millisecond-level synchronization of multi-device data, and the end-to-end delay is significantly reduced compared with the traditional solution. The multi-core heterogeneous computing architecture of the edge node greatly improves the feature extraction efficiency and provides millisecond-level response support for scenarios such as the ICU.

[0044] 5. The digital twin integrates the time series prediction model to achieve early warning and accurate diagnosis of equipment failures. The cloud-based federated learning framework combines privacy protection technology to complete in-depth analysis of multi-modal data on the premise of ensuring data security, significantly improving the matching degree of treatment plans.

[0045] 6. The adaptive sampling and predictive coding technology effectively reduces the transmission of invalid data, and the bandwidth occupancy of the twin synchronization is reduced by about 40%. The reinforcement learning optimizes the device control strategy, significantly reducing the energy consumption while improving the treatment effect, and realizing the efficient utilization of medical resources.

[0046] 7. Support the hybrid networking of 5G private network and Wi-Fi6 to maintain stable operation in complex environments such as mobile ambulance. The system passes strict environmental adaptability tests and can work reliably under extreme conditions such as wide temperature range and strong electromagnetic interference, and is applicable to a variety of medical scenarios. BRIEF DESCRIPTION OF THE DRAWINGS

[0047] The above description is only an overview of the technical solution of the present invention. In order to be able to understand the technical means of the present invention more clearly and implement it in accordance with the content of the specification, the following takes the preferred embodiments of the present invention and combines the drawings to describe in detail as follows.

[0048] Figure 1 It is the overall structure diagram in Embodiment 1 of the present invention;

[0049] Figure 2 It is the structure diagram of the instrument box in Embodiment 1 of the present invention;

[0050] Figure 3 It is the exploded structure diagram of the table box in Embodiment 1 of the present invention;

[0051] Figure 4 It is one of the structure diagrams of the unfolded table box in Embodiment 1 of the present invention;

[0052] Figure 5 It is the second structure diagram of the unfolded table box in Embodiment 1 of the present invention;

[0053] Figure 6 It is the structure diagram of the protective belt in Embodiment 1 of the present invention;

[0054] Figure 7 It is the structure diagram of the protective section in Embodiment 1 of the present invention;

[0055] Figure 8 It is the exploded structure diagram of the protective section in Embodiment 1 of the present invention;

[0056] Figure 9 This is the docking structure diagram of the protection section and the cable in Embodiment 1 of the present invention.

[0057] Legend:

[0058] 1. Table box; 11. Box frame; 12. Cover plate; 13. Side plate; 14. Bearing plate; 15. Limit pin; 16. Lever; 17. Docking shaft; 18. Flipping plate; 19. Leg

[0059] 2. First aid resuscitation box; 21. Box body; 22. Bottom cover; 23. Instrument

[0060] 3. First aid treatment box

[0061] 4. Wound inspection and classification box

[0062] 5. Protection belt; 51. Protection section; 52. Movable plate; 53. Clamping seat; 54. Extension head; 55. Card slot

[0063] 6. First aid auxiliary box

[0064] 7. First aid consumables box

[0065] 8. Placing rack Detailed implementation manners

[0066] By providing an integrated first aid kit group module in the embodiments of the present application, the technical problems that in the existing field medical first aid triage kit group, the cables between the boxes are exposed during use, and the instruments do not cooperate coordinately during on-site construction are solved.

[0067] Embodiment 1

[0068] The technical solution in the embodiments of the present application is to solve the technical problems that in the existing field medical first aid triage kit group, the cables between the boxes are exposed during use, and the instruments do not cooperate coordinately during on-site construction. The general idea is as follows:

[0069] In view of the problems existing in the prior art, the present invention provides an integrated first aid kit group module, which is composed of six boxes with different functions, namely, a bed box for surgery (i.e., the structure of the table box 1), a first aid resuscitation box 2, a first aid treatment box 3, a wound inspection and classification box 4 (also adopting the structure of the table box 1), a first aid auxiliary box 6, and a first aid consumables box 7 (with a placing rack 8 stored inside).

[0070] The table box 1 can be unfolded to form an operating bed or a workbench, as shown in Figure 1 and Figure 4 The specific structure is as follows:

[0071] The platform box 1 is divided into a box frame 11 for supporting the entire structure and cover plates 12 installed in front of and behind the box frame 11. The cover plates 12 can be rotated and adjusted to a state flush with the top of the box frame 11, thus forming an "operating table". A side plate 13 for controlling the rotation of the limit pin 1.

[0072] The box frame 11 is connected with a side plate 13 on each of its two sides, and the side plate 13 is connected with the box frame 11 through a bearing disc 14, so that the side plate 13 can rotate relative to the box frame 11, providing technical support for the subsequent flipping of the cover plate 12.

[0073] There are two cover plates 12, which are respectively located in front of and behind the box frame 11. As Figure 3 shown, the storage boxes stored inside can be taken out and placed from the front and back of the box frame 11 as needed. In order to be able to expand and form a part of the box bed, the cover plate 12 is connected to the side plate 13 (hinged connection at the edges of the cover plate 12 and the side plate 13).

[0074] As Figure 5 shown, when the platform box 1 is unfolded, it can be opened first through the cover plate 12. Since the cover plate 12 is connected to the side plate 13 through a hinge, when the cover plate 12 is opened, the cover plate 12 can flip away from the box frame 11 with the hinge as the axis. At this time, it forms as shown in Figure 4 (b) in the figure.

[0075] After the above unfolding is completed, then rotate with the bearing disc 14 between the side plate 13 and the box frame 11 as the axis, and flip towards the top of the box frame 11 until the cover plate 12 is flush with the box frame 11, as shown in Figure 4 (c) in the figure. At this time, the cover plate 12 and the box frame 11 form an "operating table" together.

[0076] In actual use, it is found that although the side plate 13 can be flipped normally, due to the lack of a locking structure, it will still rotate in the opposite direction when subjected to an external force, affecting the safety of use. Therefore, a set of locking parts is provided on each side of the box frame 11 to limit the position of the side plate 13 through the locking parts, so as to maintain the position of the side plate 13 and enable it to stably maintain the state before and after rotation. The specific structure is as follows:

[0077] The locking part includes a limit pin 15 inserted on both sides of the box frame 11. As shown in the upper part of the structure in Figure 3 , the limit pin 15 is connected with the box frame 11 through a spring. When the cover plate 12 is flush with the box frame 11, the limit pin 15 corresponds to the hinge at the edge of the cover plate 12 and extends under the action of the spring, blocking the rotation path of the limit pin 15. As shown in Figure 3As shown in the lower structure, at this time, the side panel 13 cannot rotate, thereby limiting the side panel 13 and the cover panel 12 connected to the side panel 13, and maintaining the stability of the side panel 13 before and after unfolding.

[0078] In order to be able to retract and extend the limit pin 15, a shift rod 16 is connected to the top of the limit pin 15, and the shift rod 16 passes through the top of the box frame 11. In this way, by shifting the shift rod 16 on the top of the box frame 11, it drives the limit pin 15 to move toward the inside of the box frame 11, thereby retracting and extending the limit pin 15.

[0079] Initially, we set the legs 19 on the outside of the cover 12, so that after the side panels 13 are flipped over, the legs 19 are exactly in line with the ground and can then be unfolded for use. However, since the legs 19 are on the outside of the cover 12, we need to face an important problem, which is the fixation of the legs 19. If the legs 19 are fixed very tightly, it will be inconvenient to unfold and use the legs 19; on the contrary, if the legs 19 are not fixed tightly, they will unfold when subjected to external force or accidentally touched, seriously affecting the use of the table box 1. For this reason, we designed the legs 19 on the inside of the cover 12, but we also faced a problem, that is, after the cover 12 is unfolded, the legs 19 on it are upward, rather than facing the ground, which requires them to be rotated outward. By rotating outward, the effect of retraction and expansion is achieved.

[0080] First, a rotatable flip plate 18 is connected to the side of the cover 12 away from the hinge, and the legs 19 are installed on the inner side of the flip plate 18. In this way, the flip plate 18 can be rotated so that the side with the legs 19 faces the ground, and then the legs 19 can be unfolded to support the flip plate 18.

[0081] like Figure 3 As shown, a docking shaft 17 is connected to the side of the cover plate 12 facing the flip plate 18, and the cover plate 12 is connected to the flip plate 18 through the docking shaft 17, so that the flip plate 18 can rotate around the docking shaft 17. Figure 3 As shown, the flip plate 18 with the support legs 19 is rotated to face the ground to facilitate subsequent deployment. When retracting, the side of the flip plate 18 with the support legs 19 is stored on the cover 12 and integrated with the cover 12. When installed, it faces the inner side of the box frame 11, and there will be no accidental touch or deployment in the non-use state.

[0082] The first aid recovery box 2 and the first aid treatment box 3 are boxes for storing medical instruments 23, namely, the box body 21. At the same time, boxes with different medical instruments 23 can be replaced or added as needed. The specific structure is as follows:

[0083] Using the box body 21 as the main storage device, if the box body 21 is changed to open at the bottom, a bottom cover 22 needs to be connected to the bottom of the box body 21. To ensure the stability of the connection between the two, the bottom cover 22 and the box body 21 need to be connected by a lock. The instrument 23 is installed on the bottom cover 22. In this way, when in use, the bottom cover 22 with the instrument 23 can be placed on the top of the box body 21, as Figure 2 shown.

[0084] The first aid auxiliary box 6 and the first aid consumables box 7 can adopt the conventional box body 21.

[0085] In order to protect the cables between the box bodies 21, a protective belt 5 is covered on the cables to protect the cables between the instruments 23. The protective belt 5 specifically includes a number of protective joints 51 connected end to end, as Figure 6 shown, and adjacent two protective joints 51 are movably connected. The shape of the protective joint 51 is trapezoidal and is sleeved outside the cable. In this way, when the protective belt 5 is under pressure, it will directly transmit the pressure downward and will not affect the cables therein.

[0086] Moreover, in order to improve the tightness of the connection between the protective belt 5 and the cable, a movable plate 52 is hinged on each side of the protective joint 51, and the shapes of the two movable plates 52 correspond to each other, as Figure 7 shown. In this way, the opening at the bottom of the protective joint 5 can be blocked by flipping the movable plate 52, thus forming a complete pipeline. When the protective joint 51 is covered outside the cable, the movable plate 52 can seal the opening of the protective joint 51. Secondly, a clamping seat 53 is provided on the movable plate 52, and the shape of the clamping seat 53 fits the outer wall of the cable, and can be attached to the cable inside when the movable plate 52 seals the opening of the protective joint 51, so as to perform limiting.

[0087] In order to improve the mobility of the protective belt 5 (able to bend synchronously with the cable), extension heads 54 and slots 55 that can be docked with each other are respectively provided on the front and rear sides of the protective joint 51, and the extension heads 54 and slots 55 between adjacent two protective joints 51 are inserted into each other, thus forming the protective belt 5, and it can be freely assembled and disassembled according to needs; among them, the extension head 54 is spherical, so that when connecting between adjacent two protective joints 51, it can rotate and move with the extension head 54 as the origin, improving its mobility and facilitating the winding of the protective belt 5 and the cable together.

[0088] In the specific implementation process, the instrument 23 stored in the box body 21 is taken out and placed on the top of the box body 21, thus exposing the instrument 23 inside the box body 21, as Figure 2 shown.

[0089] Unfold the support box 1. Unfolding the support box 1 requires three steps. First, open the cover plates 12 on the front and rear sides of the box frame 11. As shown in (a) of Figure 4 , at this time, the cover plates 12 rotate outward around the hinges between them and the side plates 13 until the cover plates 12 are parallel to the planes on the front and rear sides of the box frame 11. As shown in (b) of Figure 4 . Figure 4 Second, move the lever 16 on the box frame 11. Since the lever 16 is connected to the limit pin 15 outside the box frame 11, when pulling the lever 16, the limit pin 15 can be driven to move inward into the box frame 11 together, and thus move out of the groove on the cover plate 12. At this time, the side plate 13 regains its mobility. Rotate the side plate 13 so that the cover plate 12 on it flips upward until the inner side of the cover plate 12 is flush with the top of the box frame 11. As shown in (c) of Figure 4 . Figure 4 After rotation, the limit pin 15 extends outward under the action of its subsequent spring and blocks the path of the limit pin 15 during rotation. As shown in Figure 3 , at this time, the side plate 13 cannot rotate. Due to the functional limit of the limit pin 15, the side plate 13 and the cover plate 12 connected to the side plate 13 are limited, maintaining the stability of the side plate 13 before and after unfolding.

[0090] Third, open the support legs 19 and rotate around the docking shaft 17: As shown in Figure 3 , since the docking shaft 17 is connected to the side of the cover plate 12 facing the turning plate 18, and the cover plate 12 is connected to the turning plate 18 through the docking shaft 17, the turning plate 18 can be rotated around the docking shaft 17 by rotating the turning plate 18. The rotation process is as shown in Figure 5 . By rotating, the side of the turning plate 18 with the support legs 19 faces the ground to facilitate subsequent unfolding. And when storing and deploying, the side of the turning plate 18 with the support legs 19 is received on the cover plate 12 and integrated with the cover plate 12. And during installation, it faces the inner side of the box frame 11, and there will be no accidental touch or unfolding in the non-use state. Figure 4 As shown in (c) of Figure 4 .

[0091] After rotation, the limit pin 15 extends outward under the action of its subsequent spring and blocks the path of the limit pin 15 during rotation. As shown in Figure 3 , at this time, the side plate 13 cannot rotate. Due to the functional limit of the limit pin 15, the side plate 13 and the cover plate 12 connected to the side plate 13 are limited, maintaining the stability of the side plate 13 before and after unfolding. Figure 3 As shown in Figure 3 , at this time, the side plate 13 cannot rotate. Due to the functional limit of the limit pin 15, the side plate 13 and the cover plate 12 connected to the side plate 13 are limited, maintaining the stability of the side plate 13 before and after unfolding.

[0092] Third, open the support legs 19 and rotate around the docking shaft 17: As shown in Figure 3 , since the docking shaft 17 is connected to the side of the cover plate 12 facing the turning plate 18, and the cover plate 12 is connected to the turning plate 18 through the docking shaft 17, the turning plate 18 can be rotated around the docking shaft 17 by rotating the turning plate 18. The rotation process is as shown in Figure 5 . By rotating, the side of the turning plate 18 with the support legs 19 faces the ground to facilitate subsequent unfolding. And when storing and deploying, the side of the turning plate 18 with the support legs 19 is received on the cover plate 12 and integrated with the cover plate 。And during installation, it faces the inner side of the box frame 11, and there will be no accidental touch or unfolding in the non-use state. Figure 3 As shown in Figure 3 , since the docking shaft 17 is connected to the side of the cover plate 12 facing the turning plate 18, and the cover plate 12 is connected to the turning plate 18 through the docking shaft 17, the turning plate 18 can be rotated around the docking shaft 17 by rotating the turning plate 18. The rotation process is as shown in Figure 5 . By rotating, the side of the turning plate 18 with the support legs 19 faces the ground to facilitate subsequent unfolding. And when storing and deploying, the side of the turning plate 18 with the support legs 19 is received on the cover plate 12 and integrated with the cover plate 12. And during installation, it faces the inner side of the box frame 11, and there will be no accidental touch or unfolding in the non-use state. Figure 5 As shown in Figure 5 , by rotating, the side of the turning plate 18 with the support legs 19 faces the ground to facilitate subsequent unfolding. And when storing and deploying, the side of the turning plate 18 with the support legs 19 is received on the cover plate 12 and integrated with the cover plate 12. And during installation, it faces the inner side of the box frame 11, and there will be no accidental touch or unfolding in the non-use state.

[0093] Assembly: According to the on-site environment and actual needs, place the instrument 23 and equipment in different positions. After that, connect the instruments 23 with cables. After completion, install different numbers of protective joints 51 on the cables according to the cable length. When installing the protective joints 51, as shown in Figure 9 , first open the movable plate 52 at the bottom of the protective joint 51 to allow the cable to enter the opening of the protective joint 51. As shown in Figure 9 . Figure 9 First open the movable plate 52 at the bottom of the protective joint 51 to allow the cable to enter the opening of the protective joint 51, as shown in Figure 9 . Figure 9As shown in Fig. (b), after completion, rotate the movable plate 52 at the bottom of the protective joint 51 to block the bottom opening of the protective joint 51. Thus, the protective joint 51 is sleeved on the cable. Then, move the two protective joints 51 closer to each other, and make the extension head 54 on one protective joint 51 correspond to and be inserted into the card slot 55 on the other protective joint 51. In this way, the connection between the protective joints 51 is completed, and the protective belt 5 is formed, and it can be freely assembled and disassembled as needed. Among them, the extension head 54 is spherical, so that when connecting two adjacent protective joints 51, it can rotate and move with the extension head 54 as the origin, improving its mobility and facilitating the winding of the protective belt 5 together with the cable.

[0094] Embodiment 2

[0095] Based on Embodiment 1, the general idea of this application embodiment to ensure the stable form when the device is folded or unfolded is as follows:

[0096] A rapid deployment and conversion system for an integrated first aid kit group module, the system includes:

[0097] 1 Four - layer collaborative architecture

[0098] 1.1, Terminal perception layer:

[0099] Deploy a multi - modal sensor network, integrating a bio - electric sensor (ADI AD8232 integrated electrocardiogram module, supporting 12 - lead synchronous acquisition; input range: ±400mV, common - mode rejection ratio 110dB; noise level: 1.1μVrms (0.1 - 100Hz)), physiological parameter sensors (Maxim MAX30102 blood oxygen module, sampling rate 100Hz; measurement accuracy: SpO2 ±2%, heart rate ±2bpm) and device status sensors (Honeywell pressure transmitter, range 0 - 10bar; temperature sensor: TI TMP117, accuracy ±0.1℃);

[0100] Multi - protocol communication module: Support the automatic switching of BLE5.3 and Zigbee3.0 dual protocols to achieve plug - and - play of devices;

[0101] Dynamically adjust the sampling frequency: The highest for key devices (such as ventilators) is 2000Hz, and the lowest for conventional devices is 200Hz. Dynamically configure the prescaler through the STM32F407 ADC register.

[0102] 1.2, Edge processing layer:

[0103] Adopt an NVIDIA Jetson AGX Orin edge node (32 TOPS computing power);

[0104] Data preprocessing: (1) Dynamic noise cancellation technology: Remove power frequency interference through an adaptive filtering algorithm; (2) Time synchronization: Align asynchronous data using the dynamic time warping algorithm, with an error < 50 ms.

[0105] Feature extraction: Highlight key features through an attention mechanism (e.g., the weight of heart rate variability features is increased by 40%).

[0106] Kalman filter parameters: State vector (x = [value, valocity]); Process noise covariance matrix (Q = diag([0.1, 0.01])); Measurement noise covariance matrix (R = 0.5);

[0107] DTW algorithm optimization: Sakoe-Chiba bandwidth constraint: r = 5; Path backtracking is optimized using dynamic programming, and memory occupancy can be reduced by 70%.

[0108] Feature enhancement module, attention mechanism parameters: Input dimension: D = 64; LeakyReLU slope: 0.2; Weight matrix initialization: Xavier uniform distribution.

[0109] 1.3. Siamese mapping layer:

[0110] Digital twin modeling, 3D model lightweighting: Use Blender to lightweight the CAD model, reducing the number of triangular faces from 500,000 to 200,000; Implement LOD grading using the Open3D library.

[0111] Level of detail grading technology reduces the computational load by 60%; Real-time state synchronization: Predict the state in the next 50 ms and only transmit the difference data (compression ratio 4:1); Intelligent analysis: Achieve device fault warning based on a time series prediction model (42 seconds in advance).

[0112] Prediction coding parameters (LSTM model: 2 hidden layers, 128 neurons in each layer; Prediction window: 50 ms (10 sampling points)); Heartbeat detection mechanism (Heartbeat packet format: JSON format, containing timestamp and checksum; Dynamically adjust the interval: Calculate the delay based on a sliding window (window size 5)).

[0113] 1.4. Cloud decision-making layer:

[0114] Federated learning framework, privacy protection: Encryption technology ensures that data is "usable but invisible"; Model training: Integrate waveform features and device association relationships, with an accuracy of 92%; Cooperative control: Optimize device parameters through reinforcement learning, reducing the response time by 35%.

[0115] Privacy protection parameters (Paillier encryption: modulus n = 2048 bits, encryption time 0.5 ms / parameter; differential privacy: Gaussian noise σ = 0.1, clipping threshold C = 5)

[0116] Model structure (CNN layer: 3 convolutional layers (kernel size 3x3); GCN layer: 2 graph convolutional layers, adjacency matrix generated based on device association rules).

[0117] 2. Core technology implementation

[0118] 2.1 Adaptive sampling rate adjustment:

[0119] Real-time calculation of data fluctuation degree; device type differentiation strategy (ventilator: highest sampling rate when data fluctuates greatly; monitor: automatically adjusts frequency according to parameter changes); dynamically adjusts the hardware sampling clock. Can reduce 75% of invalid data transmission and ensure key signal details.

[0120] 2.2 Spatiotemporal alignment technology:

[0121] Processing flow, noise preprocessing: eliminates baseline drift through adaptive filtering algorithm; time calibration (constructs data distance matrix; applies dynamic time warping algorithm to align time axis); error control: synchronization error < 50 ms (95% confidence interval).

[0122] 2.3 Twin synchronization protocol:

[0123] Predictive coding: uses historical data to predict future states and only transmits difference values;

[0124] Heartbeat detection: confirms connection status every 100 ms and dynamically adjusts transmission interval;

[0125] Lightweight transmission: semantic compression technology reduces data traffic by 60%.

[0126] 3. Cooperative control strategy

[0127] 3.1 Reinforcement learning optimization:

[0128] Control logic, state input: real-time error and change rate; policy generation: optimizes PID parameters through reinforcement learning algorithm; target optimization: reduces overshoot (≤ 10%) and shortens response time (≤ 1 second).

[0129] 3.2 Multi-objective decision-making:

[0130] Decision-making mechanism, optimization objectives: energy consumption, response time, treatment effect; algorithm selection: non-dominated sorting genetic algorithm generates optimal solutions; parameter adjustment: meets personalized needs through weight allocation.

[0131] Reinforcement learning parameters (PPO algorithm: learning rate 3e-4, discount factor 0.99; reward function weights: error term 0.5, control quantity 0.2);

[0132] Multi-objective decision-making (NSGA-II parameters: population size 100, crossover probability 0.9; objective weights: energy consumption 0.3, response time 0.2, treatment effect 0.5).

[0133] Finally, it should be noted that: Obviously, the above embodiments are only examples for clearly illustrating the present invention, rather than limitations on the implementation manners. For those of ordinary skill in the art, other different forms of changes or modifications can be made based on the above description. It is not necessary and impossible to enumerate all implementation manners here. And the obvious changes or modifications derived therefrom are still within the protection scope of the present invention.

Claims

1. An integrated first aid kit group module, characterized in that The box group module includes: An expandable table box (1); An instrument box with instruments (23) stored inside; Among them, a protective belt (5) is connected between the first aid box and the instrument box to protect the cables between the first aid boxes. The protective belt (5) includes several protective joints (51) connected end to end, and adjacent two protective joints (51) are movably connected. The shape of the protective joint (51) is in a "C" shape and can be sleeved outside the cable.

2. The integrated first aid kit group module according to claim 1, wherein: On each side of the protective joint (51), a movable plate (52) is hinged, and the shapes of the two movable plates (52) correspond to each other; Among them, when the protective joint (51) covers the outside of the cable, the movable plate (52) can close the opening of the protective joint (51).

3. The integrated first-aid kit group module according to claim 2, wherein: On the front and back sides of the protective joint (51), an extension head (54) and a card slot (55) that can be docked with each other are respectively provided, and the extension head (54) and the card slot (55) between adjacent two protective joints (51) are inserted into each other; Among them, the extension head (54) is spherical, and adjacent two protective joints (51) can move relative to each other.

4. The integrated first aid kit group module according to claim 1, characterized in that: The instrument box includes a box body (21), and a bottom cover (22) is connected to the bottom of the box body (21). The bottom cover (22) is connected to the box body (21) through a lock; Among them, the instrument (23) is installed on the side of the bottom cover (22) facing the box body (21), and the bottom cover (22) can be attached to the top of the box body (21).

5. The integrated first aid kit group module according to claim 1, characterized in that: The table box (1) includes: A box frame (11) with a side plate (13) connected to each of its two sides through a bearing; Two cover plates (12) located in front of and behind the box frame (11) respectively, and each is connected to a side plate (13); Among them, the cover plate (12) is connected to the side plate (13) through a hinge; when the box body (21) is unfolded, the cover plate (12) rotates away from the box frame (11) around the hinge; then, taking the bearing between the side plate (13) and the box frame (11) as the axis, it rotates towards the top of the box frame (11) until the cover plate (12) is flush with the top of the box frame (11).

6. The integrated first aid kit group module according to claim 5, characterized in that: Locking members are provided on both sides of the box frame (11), and the position of the side plate (13) is restricted through the locking members; Among them, the locking member includes a limit pin (15) inserted into both sides of the box frame (11), and the limit pin (15) is connected to the box frame (11) through a spring. When the cover plate (12) is flush with the box frame (11), the limit pin (15) extends out under the action of the spring and blocks the rotation path of the side plate (13).

7. A rapid deployment and conversion system for an integrated first aid kit group module, characterized in that, Based on the box group module according to any one of claims 1 to 6, the system includes: A terminal perception module configured with a multi-modal sensor array and a multi-protocol communication unit. The sensor array is used to synchronously collect patient physiological parameter and device operation status data, and the communication module supports adaptive protocol switching; An edge processing module: including a spatio-temporal alignment unit and a feature enhancement unit; Among them, the spatio-temporal alignment unit realizes the time synchronization of asynchronous data through a dynamic time warping and filtering algorithm; The feature enhancement unit uses an attention mechanism to highlight key features; Twin mapping module: Build digital twins and achieve real-time status synchronization. Among them, the digital twins reduce the computational load through lightweight modeling technology, and the status synchronization adopts a prediction-based differential transmission protocol; Cloud decision-making module: Deploy a federated learning framework and a collaborative control engine. The federated learning framework trains a multi-modal fusion model through privacy protection technology, and the collaborative control engine generates an optimized control strategy based on reinforcement learning.

8. The rapid deployment and conversion system of an integrated first aid kit group module according to claim 7, characterized in that: The multi-protocol communication module supports automatic switching between BLE and Zigbee protocols, and the switching decision is dynamically determined based on device type and communication quality.

9. The rapid deployment and conversion system of an integrated first aid kit group module according to claim 7, characterized in that: The time synchronization error of the space-time alignment unit ≤ 50ms, including Kalman filter preprocessing to eliminate baseline drift and dynamic time warping algorithm for time axis alignment.

10. A rapid deployment and conversion system for an integrated first aid kit group module according to claim 7, characterized in that: The federated learning framework adopts a combination of homomorphic encryption and differential privacy technologies; The reinforcement learning algorithm of the collaborative control engine optimizes the PID parameters, and the objective function includes an error term, a control quantity term, and a response time term; the collaborative control strategy generates a Pareto optimal solution set through a multi-objective decision-making algorithm, and the optimization objectives include device energy consumption, response speed, and treatment effect.

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