Method, device and equipment for determining arrangement point of office supply intelligent cabinet in office space, storage medium and program product

Abstract

The invention relates to the technical field of intelligent management of office supplies, provides a method, a device and equipment for determining an arrangement point of an intelligent office supply cabinet in an office space, a storage medium and a program product, and can automatically determine a relatively reasonable target arrangement point scheme of the intelligent office supply cabinet. The method comprises the following steps: generating a plurality of arrangement point schemes of the office supply intelligent cabinet according to an indoor layout map and an infrastructure layout map of a target office place; according to the employee activity data in the target office place, obtaining a people flow hotspot map; obtaining a reachability score and a personnel passing influence degree score of each arrangement point scheme according to the people flow hotspot map; and determining a target arrangement point scheme in the plurality of arrangement point schemes according to the reachability score and the personnel passing influence degree score of each arrangement point scheme.

Description

Technical Field

[0001] This application relates to the technical field of intelligent management of office supplies, and particularly to a method, device, computer device, storage medium, and computer program product for determining the layout points of intelligent office supply cabinets inside an office premise. Background Art

[0002] Intelligent office supply cabinets can be set up inside an office premise for placing office supplies; employees can pick up the required office supplies from the intelligent office supply cabinets by themselves.

[0003] Whether the intelligent office supply cabinets are reasonably distributed inside an office premise not only affects the rational utilization of physical space, but also affects whether employees can conveniently pick up office supplies by themselves. In traditional technologies, generally, an administrator determines the layout points of the intelligent office supply cabinets based on experience, and there may be a situation where the distribution of the intelligent office supply cabinets is unreasonable. Summary of the Invention

[0004] Based on this, it is necessary to provide a method, device, computer device, storage medium, and computer program product for determining the layout points of intelligent office supply cabinets inside an office premise to solve the above technical problems.

[0005] This application provides a method for determining the layout points of intelligent office supply cabinets inside an office premise, and the method includes:

[0006] Obtain the indoor layout diagram and infrastructure layout diagram of the target office premise;

[0007] Generate multiple layout point schemes for the intelligent office supply cabinets according to the indoor layout diagram and the infrastructure layout diagram;

[0008] Obtain a heat map of people flow based on the employee activity data inside the target office premise;

[0009] Obtain the accessibility score and the personnel passage impact score for each layout point scheme according to the heat map of people flow;

[0010] Determine the target layout point scheme from the multiple layout point schemes according to the accessibility score and the personnel passage impact score for each layout point scheme.

[0011] In one embodiment, generating multiple layout point schemes for the intelligent office supply cabinets according to the indoor layout diagram and the infrastructure layout diagram includes:

[0012] Taking that the layout points of the intelligent office supply cabinets do not conflict with the positions of indoor obstacles as the first constraint condition, and taking that the distance between the layout points of the intelligent office supply cabinets and the infrastructure is less than or equal to a distance threshold as the second constraint condition;

[0013] Generate multiple layout point solutions for the intelligent office supply cabinet according to the first constraint condition, the second constraint condition, the indoor layout diagram, and the infrastructure layout diagram.

[0014] In one embodiment, generating multiple layout point solutions for the intelligent office supply cabinet according to the first constraint condition, the second constraint condition, the indoor layout diagram, and the infrastructure layout diagram includes:

[0015] Generate multiple initial layout point solutions for the intelligent office supply cabinet according to the first constraint condition and the indoor layout diagram; the layout points of the intelligent office supply cabinet in the initial layout point solutions do not conflict with the positions of indoor obstacles.

[0016] Screen multiple initial layout point solutions according to the second constraint condition and the infrastructure layout diagram to obtain multiple layout point solutions.

[0017] In one embodiment, screening multiple initial layout point solutions according to the second constraint condition and the infrastructure layout diagram to obtain multiple layout point solutions includes:

[0018] Determine the distances between the layout points in each initial layout point solution and the infrastructure according to the infrastructure layout diagram.

[0019] If the distance between the layout point in any initial layout point solution and the infrastructure is greater than the distance threshold, then eliminate this initial layout point solution from the multiple initial layout point solutions to obtain multiple layout point solutions.

[0020] In one embodiment, obtaining the accessibility score of each layout point solution according to the crowd flow hot spot map includes:

[0021] Divide the crowd flow hot spot map according to the high and low crowd flow density to obtain multiple crowd flow regions in the crowd flow hot spot map.

[0022] Obtain the sub-accessibility score corresponding to the layout point according to the distance between each crowd flow region and the layout point in the layout point solution and the crowd flow density of the corresponding crowd flow region; the smaller the distance and the greater the crowd flow density, the higher the sub-accessibility score.

[0023] Statistically analyze the sub-accessibility scores corresponding to the layout points in the same layout point solution to obtain the accessibility score of the layout point solution.

[0024] In one embodiment, statistically analyzing the sub-accessibility scores corresponding to the layout points in the same layout point solution to obtain the accessibility score of the layout point solution includes:

[0025] Determine the weight of the layout point according to the accommodation capacity of the intelligent office supply cabinet corresponding to the layout point; the larger the accommodation capacity, the greater the weight.

[0026] According to the weights, the accessibility scores corresponding to the layout points in the same layout point scheme are weighted and summed to obtain the accessibility score of the layout point scheme.

[0027] The present application provides a device for determining layout points of an intelligent office supply cabinet inside an office space, and the device includes:

[0028] A layout diagram acquisition module, configured to acquire an indoor layout diagram and an infrastructure layout diagram of a target office space;

[0029] A layout scheme generation module, configured to generate multiple layout point schemes of the intelligent office supply cabinet according to the indoor layout diagram and the infrastructure layout diagram;

[0030] A heat map acquisition module, configured to obtain a crowd flow heat map according to employee activity data in a target office space;

[0031] A score processing module, configured to obtain the accessibility score and the personnel passage influence degree score of each layout point scheme according to the crowd flow heat map;

[0032] A layout scheme screening module, configured to determine a target layout point scheme from multiple layout point schemes according to the accessibility score and the personnel passage influence degree score of each layout point scheme.

[0033] The present application provides a computer device, including a memory and a processor, where the memory stores a computer program, and the processor executes the above method.

[0034] The present application provides a computer-readable storage medium, on which a computer program is stored, and the computer program is executed by a processor to execute the above method.

[0035] The present application provides a computer program product, on which a computer program is stored, and the computer program is executed by a processor to execute the above method.

[0036] The method, device, computer equipment, storage medium and computer program product for determining the layout points of the above-mentioned intelligent office supply cabinet inside an office space. Obtain the indoor layout map and infrastructure layout map of the target office space; generate multiple layout point plans for the intelligent office supply cabinet according to the indoor layout map and infrastructure layout map; obtain the crowd flow hot spot map based on the employee activity data in the target office space; obtain the accessibility score and personnel passage impact degree score for each layout point plan according to the crowd flow hot spot map; determine the target layout point plan from multiple layout point plans according to the accessibility score and personnel passage impact degree score of each layout point plan. The solution provided by this application generates multiple layout point plans for the intelligent office supply cabinet according to the indoor layout map and infrastructure layout map, and then, with the help of the crowd flow hot spot map reflecting the employee activity situation, scores multiple layout point plans from the aspects of accessibility and the impact on employee passage, and further determines a relatively reasonable target layout point plan, without the intervention of the administrator, avoiding the influence of individual experience deviation. BRIEF DESCRIPTION OF THE DRAWINGS

[0037] In order to more clearly illustrate the technical solutions in the embodiments of the present application or related technologies, the following will briefly introduce the drawings required for use in the description of the embodiments or related technologies. Obviously, the drawings in the following description are only some embodiments of the present application. For those of ordinary skill in the art, other drawings can be obtained based on these drawings without creative efforts.

[0038] Figure 1 It is a schematic flow chart of the method for determining the layout points of the intelligent office supply cabinet inside an office space in one embodiment;

[0039] Figure 2 It is a schematic flow chart of generating the layout point plan in one embodiment;

[0040] Figure 3 It is a schematic flow chart of determining the accessibility score in one embodiment;

[0041] Figure 4 It is a structural block diagram of the device for determining the layout points of the intelligent office supply cabinet inside an office space in one embodiment;

[0042] Figure 5 It is an internal structure diagram of the computer equipment in one embodiment. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0043] In order to make the purpose, technical solutions and advantages of the present application clearer, the following further details the present application in combination with the drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application.

[0044] The method for determining the layout points of the intelligent office supply cabinet provided by this application can be executed by a computer device, including Figure 1 the steps shown.

[0045] Step S101: Obtain the indoor layout plan and infrastructure layout plan of the target office space.

[0046] The office space where the intelligent office supply cabinet is to be arranged can be called the target office space. The indoor layout plan of the target office space obtained in this step describes the spatial positions of various regional spaces, such as the spatial positions of office areas (such as office desks and chairs), public facilities (such as pantry, restroom), the spatial positions of passages and corridors, etc.

[0047] The infrastructure layout plan of the target office space describes the spatial positions of infrastructure such as power supplies, network interfaces, and sockets.

[0048] Step S102: Generate multiple layout point plans for the intelligent office supply cabinet based on the indoor layout plan and the infrastructure layout plan.

[0049] After obtaining the indoor layout plan and the infrastructure layout plan, some constraint conditions that can be set according to actual requirements can be combined to generate multiple layout point plans for the intelligent office supply cabinet. Each layout point plan describes the layout positions of several intelligent office supply cabinets inside the target office space.

[0050] Step S103: Obtain a heat map of people flow based on the employee activity data in the target office space.

[0051] Sensors can be set beside each door of the target office space. The activity data of employees in the target office space can be determined through the data collected by the sensors. A heat map of people flow can be drawn based on the employee activity data. The heat map of people flow reflects the density and distribution of employee flow in the target office space. Different people flow densities can be represented by the depth of color. The darker the color, the greater the people flow density, and the lighter the color, the smaller the people flow density.

[0052] Step S104: Obtain the accessibility score and the personnel passage impact score for each layout point plan based on the heat map of people flow.

[0053] After obtaining the crowd flow hot spot map, the accessibility score of each layout point plan can be evaluated from the accessibility dimension according to the crowd flow hot spot map. If a layout point is located in an area where employees often pass by and can be easily seen, the accessibility of the corresponding layout point is relatively high, and thus the accessibility score of the layout point plan is obtained. If a layout point does not obstruct the normal passage of employees, the impact of the layout point on the passage of employees is relatively low, and thus the impact score of the layout point plan on the passage of employees is obtained. Among them, the higher the accessibility score, the higher the accessibility; the higher the impact score of personnel passage, the lower the impact on the passage of employees.

[0054] Step S105, determine the target layout point plan among multiple layout point plans according to the accessibility score and the impact score of personnel passage of each layout point plan.

[0055] After obtaining the accessibility score and the impact score of personnel passage of each layout point plan, the accessibility score and the impact score of personnel passage of the same layout point plan can be weighted and summed to obtain the comprehensive score of each layout point plan. Then, among multiple layout point plans, the layout point plan with the highest comprehensive score can be determined, and this layout point plan is used as the target layout point plan.

[0056] In the method for determining the layout points of the above office supplies intelligent cabinet inside the office premises, obtain the indoor layout map and the infrastructure layout map of the target office premises; generate multiple layout point plans for the office supplies intelligent cabinet according to the indoor layout map and the infrastructure layout map; obtain the crowd flow hot spot map according to the employee activity data in the target office premises; obtain the accessibility score and the impact score of personnel passage of each layout point plan according to the crowd flow hot spot map; determine the target layout point plan among multiple layout point plans according to the accessibility score and the impact score of personnel passage of each layout point plan. The solution provided by this application generates multiple layout point plans for the office supplies intelligent cabinet according to the indoor layout map and the infrastructure layout map, and then with the help of the crowd flow hot spot map reflecting the employee activity situation, evaluates multiple layout point plans from the aspects of accessibility and the impact on the passage of employees, and further determines a relatively reasonable target layout point plan, without the intervention of the administrator, avoiding the influence of individual experience deviation.

[0057] In one embodiment, generating multiple layout point plans for the office supplies intelligent cabinet according to the indoor layout map and the infrastructure layout map includes Figure 2 the steps shown:

[0058] Step S201: Take the non - conflict between the placement points of the office supply intelligent cabinet and the positions of indoor obstacles as the first constraint condition, and take the distance between the placement points of the office supply intelligent cabinet and the infrastructure being less than or equal to the distance threshold as the second constraint condition; Step S202: Generate multiple placement point solutions for the office supply intelligent cabinet according to the first constraint condition, the second constraint condition, the indoor layout diagram, and the infrastructure layout diagram.

[0059] The indoor obstacles in the target office space include, but are not limited to, items such as walls and potted plants. The positions of indoor obstacles cannot be used to place the office supply intelligent cabinet. Therefore, in order to avoid conflicts between the office supply intelligent cabinet and indoor obstacles, this embodiment takes the non - conflict between the placement points of the office supply intelligent cabinet and the positions of indoor obstacles as the first constraint condition.

[0060] The infrastructure includes, but is not limited to, facilities such as power supplies and sockets. The office supply intelligent cabinet needs electrical energy to work and should not be too far from the infrastructure. Therefore, this embodiment takes the distance between the placement points of the office supply intelligent cabinet and the infrastructure being less than or equal to the distance threshold as the second constraint condition.

[0061] Generate multiple placement point solutions for the office supply intelligent cabinet according to the indoor layout diagram, the infrastructure layout diagram, and by combining the first constraint condition and the second constraint condition.

[0062] In this embodiment, taking the non - conflict between the placement points of the office supply intelligent cabinet and the positions of indoor obstacles as the first constraint condition, and taking the distance between the placement points of the office supply intelligent cabinet and the infrastructure being less than or equal to the distance threshold as the second constraint condition, placement point solutions that do not conflict with the positions of indoor obstacles and are relatively close to the infrastructure can be generated, improving the rationality of the placement positions of the office supply intelligent cabinets.

[0063] In one embodiment, generating multiple placement point solutions for the office supply intelligent cabinet according to the first constraint condition, the second constraint condition, the indoor layout diagram, and the infrastructure layout diagram includes:

[0064] Generate multiple initial placement point solutions for the office supply intelligent cabinet according to the first constraint condition and the indoor layout diagram; the placement points of the office supply intelligent cabinets in the initial placement point solutions do not conflict with the positions of indoor obstacles; screen the multiple initial placement point solutions according to the second constraint condition and the infrastructure layout diagram to obtain multiple placement point solutions.

[0065] According to the indoor layout diagram, randomly determine multiple layout points for the intelligent office supply cabinets inside the target office space to form a random layout point plan; repeat the random determination multiple times to form multiple random layout point plans. Identify the random layout point plans that do not meet the first constraint condition among the multiple random layout point plans. For example, if the layout points of a certain random layout point plan conflict with the positions of indoor obstacles, it is determined that this random layout point plan does not meet the first constraint condition. Eliminate the random layout point plans that do not meet the first constraint condition from the multiple random layout point plans to obtain multiple initial layout point plans. The layout points of the intelligent office supply cabinets in the initial layout point plans do not conflict with the positions of indoor obstacles.

[0066] According to the second constraint condition and the infrastructure layout diagram, screen the multiple initial layout point plans, and eliminate the initial layout point plans where the distance between the layout points and the infrastructure is greater than the distance threshold, so as to obtain multiple layout point plans.

[0067] In this embodiment, first generate multiple initial layout point plans for the intelligent office supply cabinets according to the first constraint condition and the indoor layout diagram, and then screen the multiple initial layout point plans according to the second constraint condition and the infrastructure layout diagram to obtain multiple layout point plans. Process them in sequence in combination with the constraint conditions, avoid mixing, and ensure the accuracy of the layout point plans.

[0068] In one embodiment, screening the multiple initial layout point plans according to the second constraint condition and the infrastructure layout diagram to obtain multiple layout point plans includes:

[0069] According to the infrastructure layout diagram, determine the distance between the layout points in each initial layout point plan and the infrastructure; if the distance between the layout points in any initial layout point plan and the infrastructure is greater than the distance threshold, then eliminate this initial layout point plan from the multiple initial layout point plans to obtain multiple layout point plans.

[0070] According to the infrastructure layout diagram, the positions of the infrastructure can be determined, and thus the distance between the layout points and the infrastructure can be determined. If the distance between the layout points in a certain initial layout point plan and the infrastructure is greater than the distance threshold, it is determined that this initial layout point plan does not meet the second constraint condition, and this initial layout point plan can be eliminated from the multiple initial layout point plans, so as to obtain multiple layout point plans.

[0071] In this embodiment, taking the distance between the layout points of the intelligent office supply cabinets and the infrastructure being less than or equal to the distance threshold as the second constraint condition, combined with the infrastructure layout diagram, eliminating the initial layout point plans that do not meet the second constraint condition in the multiple initial layout point plans, and layout point plans with a relatively close distance to the infrastructure can be obtained, ensuring that the subsequent intelligent office supply cabinets can be connected to the power supply and put into normal use.

[0072] In one embodiment, according to the crowd flow heat map, the accessibility scores of each layout point scheme are obtained, including Figure 3 the steps shown below:

[0073] Step S301, divide the crowd flow heat map according to the level of crowd flow density to obtain multiple crowd flow regions in the crowd flow heat map; Step S302, according to the distance between each crowd flow region and the layout points in the layout point scheme and the crowd flow density of the corresponding crowd flow region, obtain the sub-accessibility scores corresponding to the layout points; the smaller the distance and the greater the crowd flow density, the higher the sub-accessibility score; Step S303, statistically analyze the sub-accessibility scores corresponding to the layout points in the same layout point scheme to obtain the accessibility score of the layout point scheme.

[0074] The crowd flow heat map can be divided according to the level of crowd flow density to obtain multiple crowd flow regions in the crowd flow heat map; each crowd flow region has a corresponding crowd flow density, and the crowd flow densities of different crowd flow regions are different. The greater the crowd flow density of a crowd flow region, the darker the corresponding color can be.

[0075] Taking a certain layout point scheme in multiple layout point schemes as an example for illustration, this layout point scheme is denoted as the first layout point scheme.

[0076] If three crowd flow regions are obtained, the multiple obtained crowd flow regions can be respectively denoted as ①, ②, and ③. For a certain layout point in the first layout point scheme, the distance between this layout point and the crowd flow region ① can be determined; according to this distance and the crowd flow density of the crowd flow region ①, the score corresponding to this layout point for the crowd flow region ① can be determined; among them, the smaller the distance and the greater the crowd flow density, the higher the sub-accessibility score corresponding to this layout point, and the greater the distance and the smaller the crowd flow density, the lower the sub-accessibility score corresponding to this layout point. That is, the sub-accessibility score has a negative correlation with the distance, and the sub-accessibility score has a positive correlation with the crowd flow density.

[0077] In the above manner, the score corresponding to this layout point for the crowd flow region ② can also be determined, and the score corresponding to this layout point for the crowd flow region ③ can be determined. Perform an averaging process on the score corresponding to this layout point for the crowd flow region ①, the score corresponding to this layout point for the crowd flow region ②, and the score corresponding to this layout point for the crowd flow region ③ to obtain the sub-accessibility score corresponding to this layout point.

[0078] In the above manner, the sub-accessibility scores corresponding to other layout points in the first layout point scheme can also be obtained. The sub-accessibility scores corresponding to the layout points in the first layout point scheme can be statistically analyzed, and according to the statistical results, the accessibility score of the first layout point scheme can be obtained.

[0079] In this embodiment, according to the distance between the layout points and the pedestrian flow density in the corresponding pedestrian flow area, the accessibility sub-scores corresponding to the layout points are obtained. The smaller the distance and the greater the pedestrian flow density, the higher the accessibility sub-score. By statistically analyzing the accessibility sub-scores corresponding to the layout points in the same layout point scheme, a more reasonable accessibility score for the layout point scheme can be obtained.

[0080] In one embodiment, statistically analyzing the accessibility sub-scores corresponding to the layout points in the same layout point scheme to obtain the accessibility score of the layout point scheme includes:

[0081] Determining the weight of a layout point according to the capacity of the office supply intelligent cabinet corresponding to the layout point; the greater the capacity, the greater the weight; and performing a weighted sum of the accessibility sub-scores corresponding to the layout points in the same layout point scheme according to the weight to obtain the accessibility score of the layout point scheme.

[0082] Taking a certain layout point in the first layout point scheme as an example for introduction. The capacity of the office supply intelligent cabinet placed at this layout point can be determined to obtain the weight of this layout point. The greater the capacity, the greater the weight of this layout point. In this way, the weights of other layout points in the first layout point scheme can be obtained. Perform a weighted sum of the accessibility sub-scores corresponding to the layout points in the first layout point scheme according to the weight to obtain the accessibility score of the layout point scheme.

[0083] In this embodiment, determining the weight of a layout point according to the capacity of the office supply intelligent cabinet corresponding to the layout point, and then performing a weighted sum of the accessibility sub-scores corresponding to the layout points in the same layout point scheme, a relatively reasonable accessibility score can be obtained.

[0084] To better understand the above method, the following details an application example of the method for determining the layout points of the office supply intelligent cabinet of the present application in an office space. This application example includes the following steps:

[0085] Step S1, obtaining the indoor layout diagram and the infrastructure layout diagram of the target office space;

[0086] Step S2, taking that the layout point of the office supply intelligent cabinet does not conflict with the position of indoor obstacles as the first constraint condition, and taking that the distance between the layout point of the office supply intelligent cabinet and the infrastructure is less than or equal to the distance threshold as the second constraint condition;

[0087] Step S3, generating multiple initial layout point schemes of the office supply intelligent cabinet according to the first constraint condition and the indoor layout diagram; the layout points of the office supply intelligent cabinet in the initial layout point scheme do not conflict with the position of indoor obstacles;

[0088] Step S4. Determine the distances between the placement points in each initial placement point plan and the infrastructure according to the infrastructure layout diagram.

[0089] Step S5. If the distance between the placement point in any initial placement point plan and the infrastructure is greater than the distance threshold, then eliminate this initial placement point plan from the multiple initial placement point plans to obtain multiple placement point plans.

[0090] Step S6. Obtain a crowd flow hot spot map based on the employee activity data within the target office space.

[0091] Step S7. Divide the crowd flow hot spot map according to the high and low crowd flow densities to obtain multiple crowd flow areas in the crowd flow hot spot map.

[0092] Step S8. According to the distances between each crowd flow area and the placement points in the placement point plan and the crowd flow densities of the corresponding crowd flow areas, obtain the accessibility sub - scores corresponding to the placement points; the smaller the distance and the larger the crowd flow density, the higher the accessibility sub - score.

[0093] Step S9. Determine the weights of the placement points according to the capacities of the office supply intelligent cabinets corresponding to the placement points; the larger the capacity, the greater the weight.

[0094] Step S10. Weight and sum up the accessibility sub - scores corresponding to the placement points in the same placement point plan according to the weights to obtain the accessibility score of the placement point plan.

[0095] Step S11. Obtain the personnel passage influence degree score of each placement point plan according to the crowd flow hot spot map.

[0096] Step S12. Determine the target placement point plan from the multiple placement point plans according to the accessibility score and the personnel passage influence degree score of each placement point plan.

[0097] When determining the placement points of the office supply intelligent cabinets, the following aspects are involved.

[0098] The first aspect mainly analyzes the office space, and the specific contents are as follows:

[0099] (1) Space layout: Evaluate the overall layout of the office space, including areas such as the office area, meeting room, rest area, corridor, etc.; identify high - crowd - flow areas and relatively quiet areas, as well as possible obstacles (such as columns, doors, and windows).

[0100] (2) Employee needs: Understand the employees' needs for the intelligent cabinets, including the types of stored items, usage frequencies, expected access times, etc. Analyze the employees' work processes and habits to determine the best placement positions of the intelligent cabinets to maximize convenience.

[0101] (3) Infrastructure: Inspect the infrastructure such as power supply, network, and security monitoring in the office premises to ensure the smooth installation and operation of the intelligent cabinet.

[0102] The second aspect mainly focuses on selecting an intelligent office supply cabinet with an appropriate capacity, which specifically includes the following:

[0103] (1) Functional requirements: Select an intelligent office supply cabinet with appropriate storage space and functions according to the needs of employees; consider the degree of intelligence of the intelligent office supply cabinet, such as whether it supports convenient unlocking methods like face recognition, fingerprint recognition, and QR code scanning.

[0104] (2) Size and appearance: Select an intelligent office supply cabinet whose size matches the space of the office premises to avoid affecting the usage effect due to being too large or too small; consider that the appearance design of the intelligent office supply cabinet is coordinated with the overall style of the office premises.

[0105] The third aspect mainly focuses on planning the placement points of the intelligent office supply cabinet, which specifically includes the following:

[0106] (1) High visibility and accessibility: Place the intelligent office supply cabinet in areas where employees often pass by and can easily see, such as at the intersection of corridors, near the elevator entrance, or at the entrance of the office area; ensure that the placement position of the intelligent office supply cabinet does not obstruct the normal passage and work of employees.

[0107] (2) Functional zoning: Place the intelligent office supply cabinet in the corresponding functional area according to the functions of the intelligent office supply cabinet and the types of stored items.

[0108] (3) Safety considerations: Ensure that the placement position of the intelligent office supply cabinet is far from flammable, explosive items and dangerous areas; consider anti-theft and anti-destruction measures for the intelligent office supply cabinet, such as installing surveillance cameras and alarm systems.

[0109] (4) Flexibility and scalability: Reserve a certain amount of space to facilitate the future addition or adjustment of the number and types of intelligent office supply cabinets according to needs; select intelligent office supply cabinets that are easy to move and rearrange to adapt to changes in the office premises.

[0110] The fourth aspect mainly focuses on implementation and subsequent management, which specifically includes the following:

[0111] (1) Installation and commissioning: Install the intelligent office supply cabinet according to the planned position and conduct necessary commissioning and testing to ensure its normal functions; provide training to employees on the use of the intelligent office supply cabinet to improve their usage efficiency and satisfaction.

[0112] (2) Maintenance and servicing: Regularly clean and maintain the intelligent cabinet for office supplies to ensure its long-term stable operation; promptly handle the faults and problems of the intelligent cabinet for office supplies to guarantee normal use by employees.

[0113] (3) Evaluation and optimization: Regularly collect feedback from employees on the usage of the intelligent cabinet for office supplies, and evaluate its usage effect and satisfaction; optimize and adjust the placement location, function configuration, etc. of the intelligent cabinet for office supplies according to the evaluation results.

[0114] Through the comprehensive application of multiple links such as demand assessment, bill of materials, distribution strategy, inventory monitoring, distribution execution, and feedback adjustment, and through scientific and reasonable planning and management, this application example can ensure that the intelligent cabinet plays the greatest utility in the office premises, and improve the work efficiency and satisfaction of employees.

[0115] It should be understood that although the steps in the flowcharts involved in the above-described embodiments are shown in sequence according to the indications of the arrows, these steps do not necessarily have to be executed in the order indicated by the arrows. Unless there is a clear description in this article, the execution of these steps has no strict order limit, and these steps can be executed in other orders. Moreover, at least a part of the steps in the flowcharts involved in the above-described embodiments may include multiple steps or multiple stages. These steps or stages do not necessarily have to be executed at the same moment, but can be executed at different moments. The execution order of these steps or stages does not necessarily have to be sequential, but can be executed alternately or in turn with at least a part of other steps or steps or stages in other steps.

[0116] Based on the same inventive concept, the embodiment of the present application also provides a device for determining the internal layout points of the intelligent cabinet for office supplies involved above in the office premises. The solution provided by this device to solve the problem is similar to the solution described in the above method. Therefore, the specific limitations in one or more embodiments of the device for determining the internal layout points of the intelligent cabinet for office supplies provided below can refer to the limitations on the method for determining the internal layout points of the intelligent cabinet for office supplies in the above text, and will not be repeated here.

[0117] In one embodiment, as Figure 4 shown, a device for determining the internal layout points of the intelligent cabinet for office supplies in the office premises is provided, including:

[0118] A layout drawing acquisition module 401, configured to acquire the indoor layout drawing and the infrastructure layout drawing of the target office premises;

[0119] The layout plan generation module 402 is configured to generate multiple layout point plans for the office supply intelligent cabinet according to the indoor layout plan and the infrastructure layout plan;

[0120] The hot spot map acquisition module 403 is configured to obtain a crowd flow hot spot map according to the employee activity data in the target office space;

[0121] The scoring processing module 404 is configured to obtain the accessibility score and the personnel passage impact degree score of each layout point plan according to the crowd flow hot spot map;

[0122] The layout plan screening module 405 is configured to determine the target layout point plan among the multiple layout point plans according to the accessibility score and the personnel passage impact degree score of each layout point plan.

[0123] In one embodiment, the layout plan generation module 402 is further configured to:

[0124] Taking that the layout points of the office supply intelligent cabinet do not conflict with the positions of indoor obstacles as the first constraint condition, and taking that the distance between the layout points of the office supply intelligent cabinet and the infrastructure is less than or equal to the distance threshold as the second constraint condition; generating multiple layout point plans for the office supply intelligent cabinet according to the first constraint condition, the second constraint condition, the indoor layout plan and the infrastructure layout plan.

[0125] In one embodiment, the layout plan generation module 402 is further configured to:

[0126] Generating multiple initial layout point plans for the office supply intelligent cabinet according to the first constraint condition and the indoor layout plan; the layout points of the office supply intelligent cabinet in the initial layout point plans do not conflict with the positions of indoor obstacles; screening the multiple initial layout point plans according to the second constraint condition and the infrastructure layout plan to obtain multiple layout point plans.

[0127] In one embodiment, the layout plan generation module 402 is further configured to:

[0128] Determining the distance between the layout points in each initial layout point plan and the infrastructure according to the infrastructure layout plan; if the distance between the layout points in any initial layout point plan and the infrastructure is greater than the distance threshold, removing the initial layout point plan from the multiple initial layout point plans to obtain multiple layout point plans.

[0129] In one embodiment, the scoring processing module 404 is further configured to:

[0130] Divide the crowd flow heat map according to the high and low crowd flow density to obtain multiple crowd flow regions in the crowd flow heat map; according to the distance between each crowd flow region and the layout points in the layout point scheme and the crowd flow density of the corresponding crowd flow region, obtain the accessibility sub-score corresponding to the layout point; the smaller the distance and the greater the crowd flow density, the higher the accessibility sub-score; count the accessibility sub-scores corresponding to the layout points in the same layout point scheme to obtain the accessibility score of the layout point scheme.

[0131] In one embodiment, the scoring processing module 404 is further configured to:

[0132] Determine the weight of the layout point according to the accommodation capacity of the office supplies intelligent cabinet corresponding to the layout point; the larger the accommodation capacity, the greater the weight; perform weighted summation on the accessibility sub-scores corresponding to the layout points in the same layout point scheme according to the weight to obtain the accessibility score of the layout point scheme.

[0133] Each module in the above-mentioned device for determining the layout points of the office supplies intelligent cabinet inside the office premises can be implemented in whole or in part by software, hardware and their combination. The above-mentioned modules can be embedded in the processor of the computer device in the form of hardware or independent of it, or stored in the memory of the computer device in the form of software, so that the processor can call and execute the operations corresponding to the above-mentioned modules.

[0134] In an exemplary embodiment, a computer device is provided, and its internal structure diagram can be as Figure 5 shown. The computer device includes a processor, a memory, an input / output interface (Input / Output, abbreviated as I / O) and a communication interface. Among them, the processor, the memory and the input / output interface are connected through a system bus, and the communication interface is connected to the system bus through the input / output interface. Among them, the processor of the computer device is used to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program and a database. The internal memory provides an environment for the operation of the operating system and the computer program in the non-volatile storage medium. The database of the computer device is used to store the data involved in the above method. The input / output interface of the computer device is used to exchange information between the processor and external devices. The communication interface of the computer device is used to communicate with external terminals through a network connection. When the computer program is executed by the processor, it implements a method for determining the layout points of the office supplies intelligent cabinet inside the office premises.

[0135] Those skilled in the art can understand, Figure 5The structure shown is only a block diagram of some structures related to the solution of this application, and does not constitute a limitation on the computer device to which the solution of this application is applied. The specific computer device may include more or fewer components than those shown in the figure, or combine some components, or have different component arrangements.

[0136] In one embodiment, a computer device is provided, including a memory and a processor. The memory stores a computer program, and when the processor executes the computer program, the steps in the above-mentioned method embodiments are implemented.

[0137] In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored. When the computer program is executed by a processor, the steps in the above-mentioned method embodiments are implemented.

[0138] In one embodiment, a computer program product is provided, on which a computer program is stored. The computer program is executed by a processor to implement the steps in the above-mentioned method embodiments.

[0139] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data for analysis, stored data, displayed data, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use, and processing of relevant data need to comply with relevant regulations.

[0140] Those of ordinary skill in the art can understand that all or part of the processes in the methods of the above embodiments can be completed by instructing relevant hardware through a computer program. The computer program can be stored in a non-volatile computer-readable storage medium. When the computer program is executed, it can include the processes of the embodiments of the above methods. Among them, any reference to a memory, database, or other medium used in the embodiments provided in the present application can include at least one of non-volatile memory and volatile memory. Non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive random access memory (ReRAM), magnetoresistive random access memory (MRAM), ferroelectric random access memory (FRAM), phase change memory (PCM), graphene memory, etc. Volatile memory can include random access memory (RAM) or external cache memory, etc. By way of illustration and not limitation, RAM can be in various forms, such as static random access memory (SRAM) or dynamic random access memory (DRAM), etc. The databases involved in the embodiments provided in the present application can include at least one of relational databases and non-relational databases. Non-relational databases can include distributed databases based on blockchain, etc., without limitation. The processors involved in the embodiments provided in the present application can be general-purpose processors, central processing units, graphics processing units, digital signal processors, programmable logic devices, data processing logics based on quantum computing, artificial intelligence (AI) processors, etc., without limitation.

[0141] The technical features of the above embodiments can be combined arbitrarily. For the sake of concise description, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, it should be considered to be within the scope recorded in the present application.

[0142] The above-described embodiments merely represent several implementation manners of the present application. The description thereof is relatively specific and detailed, but it should not be construed as a limitation to the patent scope of the present application. It should be noted that for those of ordinary skill in the art, without departing from the concept of the present application, several modifications and improvements can still be made, and these all fall within the protection scope of the present application. Therefore, the protection scope of the present application shall be subject to the appended claims.

Claims

1. A method for determining the layout points of an intelligent cabinet for office supplies inside an office premise, characterized in that The method includes: Obtaining the indoor layout diagram and the infrastructure layout diagram of the target office space; Generating multiple layout point plans for the intelligent office supply cabinet according to the indoor layout diagram and the infrastructure layout diagram; Obtaining a people flow heat map based on the employee activity data within the target office space; Obtaining the accessibility score and the personnel passage impact degree score for each layout point plan according to the people flow heat map; Determining the target layout point plan from multiple layout point plans according to the accessibility score and the personnel passage impact degree score of each layout point plan.

2. The method according to claim 1, wherein Generating multiple layout point plans for the intelligent office supply cabinet according to the indoor layout diagram and the infrastructure layout diagram, including: Taking that the layout points of the intelligent office supply cabinet do not conflict with the positions of indoor obstacles as the first constraint condition, and taking that the distance between the layout points of the intelligent office supply cabinet and the infrastructure is less than or equal to the distance threshold as the second constraint condition; Generating multiple layout point plans for the intelligent office supply cabinet according to the first constraint condition, the second constraint condition, the indoor layout diagram and the infrastructure layout diagram.

3. The method according to claim 2, wherein Generating multiple layout point plans for the intelligent office supply cabinet according to the first constraint condition, the second constraint condition, the indoor layout diagram and the infrastructure layout diagram, including: Generating multiple initial layout point plans for the intelligent office supply cabinet according to the first constraint condition and the indoor layout diagram; the layout points of the intelligent office supply cabinet in the initial layout point plans do not conflict with the positions of indoor obstacles; Screening the multiple initial layout point plans according to the second constraint condition and the infrastructure layout diagram to obtain multiple layout point plans.

4. The method according to claim 3, characterized in that, Screening the multiple initial layout point plans according to the second constraint condition and the infrastructure layout diagram to obtain multiple layout point plans, including: Determining the distances between the layout points in each initial layout point plan and the infrastructure according to the infrastructure layout diagram; If the distance between the layout point in any initial layout point plan and the infrastructure is greater than the distance threshold, then removing this initial layout point plan from the multiple initial layout point plans to obtain multiple layout point plans.

5. The method according to claim 1, wherein Obtaining the accessibility score for each layout point plan according to the people flow heat map, including: Dividing the people flow heat map according to the level of people flow density to obtain multiple people flow areas in the people flow heat map; Obtaining the accessibility sub-score corresponding to the layout point according to the distance between each people flow area and the layout point in the layout point plan and the people flow density of the corresponding people flow area; the smaller the distance and the greater the people flow density, the higher the accessibility sub-score; Statistically analyzing the accessibility sub-scores corresponding to the layout points in the same layout point plan to obtain the accessibility score of the layout point plan.

6. The method according to claim 5, characterized in that, Statistically analyzing the accessibility sub-scores corresponding to the layout points in the same layout point plan to obtain the accessibility score of the layout point plan, including: Determining the weight of the layout point according to the accommodation capacity of the intelligent office supply cabinet corresponding to the layout point; the greater the accommodation capacity, the greater the weight; Performing weighted summation on the accessibility sub-scores corresponding to the layout points in the same layout point plan according to the weight to obtain the accessibility score of the layout point plan.

7. A determining device for the layout points of an intelligent cabinet for office supplies inside an office space, characterized in that, The device includes: A layout diagram acquisition module, configured to acquire an indoor layout diagram and an infrastructure layout diagram of a target office space; An arrangement plan generation module, configured to generate multiple arrangement point plans for the intelligent office supply cabinet according to the indoor layout diagram and the infrastructure layout diagram; A heat map acquisition module, configured to obtain a crowd flow heat map according to the employee activity data in the target office space; A scoring processing module, configured to obtain the accessibility score and the personnel passage influence degree score of each arrangement point plan according to the crowd flow heat map; An arrangement plan screening module, configured to determine a target arrangement point plan from multiple arrangement point plans according to the accessibility score and the personnel passage influence degree score of each arrangement point plan.

8. A computer device, comprising a memory and a processor, the memory storing a computer program, characterized in that, When the processor executes the computer program, the method described in any one of claims 1 to 6 is implemented.

9. A computer-readable storage medium having a computer program stored thereon, characterized in that, When the computer program is executed by the processor, the method described in any one of claims 1 to 6 is implemented.

10. A computer program product, comprising a computer program, characterized in that, When the computer program is executed by the processor, the method described in any one of claims 1 to 6 is implemented.

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