Seaman handover method and system
Through the performance level evaluation model of the crew handover system, the performance risk level of crew members is evaluated and appropriate authority is given, which solves the problems of low crew management efficiency and ship safety in shipping companies, ensuring the safety status after ship handover.
Patent Information
- Application Number
- CN202411634598.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-15
- Publication Date
- 2024-12-17
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
In shipping companies, there is a manual management model for crew management, which leads to slow and inaccurate information query, unreasonable allocation, and the inability to quickly familiarize yourself with the operating status of the ship during the handover, which may lead to unsafe ships.
Design a crew handover method and system to obtain crew and ship operation information, use the performance level evaluation model (BP neural network model and weight-based model) to evaluate the crew's performance risk level, and give different operational authority and supervision procedures. Ensure that the ship remains safe after handover.
It has achieved the safe state in a short time after ship handover, improved the pertinence and accuracy of monitoring, reduced management costs, and avoided the occurrence of ship safety accidents.
Smart Images

Figure CN119151248A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of ship operation management, and in particular to a crew handover method and system. Background Art
[0002] As the market competition faced by modern shipping companies is becoming increasingly fierce, whether they can provide the best crew configuration and high-quality transportation services according to the performance of the ship and the specific transportation mission requirements is an issue that shipping companies must seriously consider and urgently solve. At present, in most shipping companies, the allocation, scheduling and handover management of crews still adopt the traditional manual management mode. However, in the allocation, scheduling and management of crews in shipping companies, crew transfers are frequent, and the crew involves a lot of professional knowledge and many rigid and prescriptive requirements. It is precisely because of this feature of crew management that there are many drawbacks in the current crew scheduling management of various units. One of them is that all information is passed First, the information is obtained by manually checking the files, but due to the wide variety of crew files, frequent changes of crew certificates, and heavy query workload, managers often query crew information slowly and inaccurately; second, each crew deployment requires searching various files and materials of the crew, which wastes time and has high management costs, but unreasonable deployment still occurs; and, due to the diversity of ship operation status, if there is no crew handover based on the ship operation status, the crew may not be familiar with the ship's operation status in a short time after taking up their posts due to their business capabilities or other circumstances, which may cause the crew to put the ship in an unsafe state within a short time after the handover. Summary of the invention
[0003] In view of this, the present invention proposes a crew handover method and system for ensuring that the ship is in a safe state within a short period of time after the ship handover.
[0004] In order to achieve the above object, a crew handover method is provided, the method comprising the following steps:
[0005] S1: The crew member to be handed over submits a handover request to the crew handover system;
[0006] S2: The crew handover system responds to the handover demand proposed by the crew to be handed over, and obtains the crew information to be handed over, the position information to be handed over and the ship operation information;
[0007] S3: The crew handover system evaluates the performance level of the crew to be handed over according to the information of the crew to be handed over, the position information to be handed over and the ship operation information;
[0008] The S3 is specifically:
[0009] S3.1: Determine whether to enter the first performance level assessment model or the second performance level assessment model according to the navigation area of the ship and whether it deviates from the waterway;
[0010] S3.1 specifically means: if the navigation area of the ship is in a dangerous area or the ship deviates from the waterway, enter S3.2; otherwise, enter S3.3;
[0011] S3.2: Use the first performance level assessment model to assess the performance level of the crew members to be handed over;
[0012] S3.3: Use the second performance level assessment model to assess the performance level of the crew members to be handed over;
[0013] S4: granting different operation permissions to the crew members to be handed over according to their risk levels of performing their duties;
[0014] S5: Assign different supervision procedures to the seafarers to be handed over according to their risk levels in performing their duties.
[0015] Preferably, in S1, the crew member to be handed over is a crew member who is about to take up his post.
[0016] Preferably, the information of the crew to be handed over includes the age of the crew to be handed over, the information of the crew's service company, the job certificate of the crew to be handed over, the job performance, and the number of operating errors; the job certificates of the crew to be handed over include: seaman's certificate, certificate of competency, service book, MLC physical examination certificate; the ship operation information is obtained through the ship navigation control system, and the ship operation information includes the ship's speed, heading, whether it deviates from the track, and the navigation area.
[0017] Preferably, in S3.2, the first performance level assessment model is a BP neural network model.
[0018] Preferably, the BP neural network model comprises an input layer, an output layer and a preset number of hidden layers;
[0019] Preferably, the number of hidden layers is 1.
[0020] Preferably, the performance levels are divided into three levels: high, medium and low.
[0021] Preferably, the S3.3 is specifically:
[0022] S3.3.1: Set performance level risk assessment indicators;
[0023] S3.3.2: Assign importance weight values to the indicators;
[0024] S3.3.3: Assign values to the risk assessment indicators of the crew members to be handed over;
[0025] The age a1 of the crew member to be handed over is assigned a value as follows: if the age of the crew member to be handed over is more than 10 years, 10 points are assigned; if the age of the crew member to be handed over is less than or equal to 10 years, 8 points are assigned;
[0026] The service company information a2 of the crew member is assigned a value as follows: if the service company information of the crew member is a Class I service company, 10 points are assigned; if the service company information of the crew member is not a Class I service company, 6 points are assigned;
[0027] The performance a3 is assigned a value as follows: if the crew has no poor performance record in the past year, 10 points are assigned; if the crew has a poor performance record in the past year, 0 points are assigned;
[0028] The number of operation errors a4 is assigned a value as follows: if the number of operation errors of the crew member in the past year is greater than 2 times, 3 points are assigned; if the number of operation errors of the crew member in the past year is less than or equal to 2 times, 10 points are assigned.
[0029] The seaman's certificate, competency certificate, service book, and MLC medical certificate a5 are assigned values as follows: if the seaman has 4 of the above certificates, 10 points are assigned; if the seaman has 3 of the above certificates, 8 points are assigned; if the seaman has 2 of the above certificates, 2 points are assigned;
[0030] S3.3.4: Calculate the performance risk assessment score F of the crew member to be handed over according to the risk assessment index value and the importance weight value assigned to the index;
[0031] Among them, the calculation formula of S3.3.4 is:
[0032]
[0033] in, They are respectively the age of the crew member to be handed over, the service company information of the crew member, the job performance, the number of operational errors, and the importance weight of the certificate;
[0034] S3.3.5: Determine the performance risk assessment level of the crew member to be handed over according to the performance risk assessment score F of the crew member to be handed over;
[0035] Among them, the S3.3.5 is specifically:
[0036]
[0037] Preferably, in S4, the crew member with a low risk level for performing duties is granted a high operating authority; the crew member with a medium risk level for performing duties is granted a medium operating authority; and the crew member with a high risk level for performing duties is granted a low operating authority.
[0038] According to another aspect of the present invention, a crew handover system is provided, the system adopts the above-mentioned crew handover method, and the system comprises:
[0039] A handover demand submission module, whereby the crew member to be handed over submits a handover demand to the crew handover system;
[0040] An information acquisition module, wherein the crew handover system responds to the handover requirements of the crew to be handed over, and the information acquisition module acquires the information of the crew to be handed over, the position to be handed over, and the ship operation information;
[0041] A duty performance evaluation module, which evaluates the duty performance of the crew to be handed over according to the information of the crew to be handed over, the information of the position to be handed over and the ship operation information;
[0042] A module for granting permissions to crew members to be handed over, used to grant different operation permissions to the crew members to be handed over according to their performance risk levels;
[0043] The supervision module is used to assign different supervision procedures to the crew members to be handed over according to their performance risk levels.
[0044] The advantages and beneficial effects of the present invention are:
[0045] When conducting crew handover work, the embodiment of the present invention evaluates the performance level of the crew to be handed over by considering the crew information, the position information to be handed over and the ship operation information. According to the different level evaluation results, different operation permissions and performance monitoring means are released to the crew to be handed over. For crew members with low performance levels, higher operation permissions are released, and for crew members with high performance levels, lower operation permissions are released, so as to keep the crew members within the safety range as much as possible. In addition, different performance monitoring means are set for crew members of different performance levels, so as to realize differentiated crew monitoring management, improve the pertinence of monitoring, and ensure that the ship is in a safe state within a short time after the ship handover.
[0046] By inputting the information of crew members to be handed over and the information of positions to be handed over into the BP neural network model, on the one hand, with the help of the powerful feature combing and computing capabilities of the BP neural network model, more accurate performance level assessment results can be obtained; on the other hand, by inputting the information of crew members to be handed over and the information of positions to be handed over into the model, the model calculates and matches these two kinds of information, providing an accurate solution for the calculation of performance level in crew handover. BRIEF DESCRIPTION OF THE DRAWINGS
[0047] In order to more clearly illustrate the technical solutions in the present invention or the prior art, the drawings required for use in the description of the present invention or the prior art will be briefly introduced below. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.
[0048] Figure 1 A flow chart of a crew handover method provided by an embodiment of the present invention;
[0049] Figure 2 A flow chart of the crew handover system provided in an embodiment of the present invention evaluating the performance level of the crew to be handed over according to the crew information to be handed over, the position information to be handed over and the ship operation information;
[0050] Figure 3 A schematic diagram of the structure of a three-layer BP neural network model provided in an embodiment of the present invention. DETAILED DESCRIPTION
[0051] In order to make the purpose, technical solution and advantages of the embodiments of the present invention clearer, the technical solution in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.
[0052] Embodiment 1: This embodiment includes a crew transfer method, as shown in the attached Figure 1 As shown, the method includes:
[0053] S1: The crew member to be handed over submits a handover request to the crew handover system;
[0054] Among them, during the handover process, the crew member to be handed over first puts forward a request to the crew handover system, and then the crew handover system performs subsequent steps according to the request put forward by the crew member to be handed over;
[0055] It is worth noting that in this step, the crew members to be handed over are the crew members who are about to take over their posts;
[0056] S2: The crew handover system responds to the handover demand proposed by the crew to be handed over, and obtains the crew information to be handed over, the position information to be handed over and the ship operation information;
[0057] Wherein, in this step, the information of the crew to be handed over is retrieved from the crew information database in the handover system or obtained by filling in the information by the crew to be handed over; the information of the crew to be handed over includes the age of the crew to be handed over, the service company information of the crew, the job certificate of the crew to be handed over, the performance of the job, the number of operating errors, etc.; wherein, the service company information of the crew is which ship service company the crew to be handed over comes from, and the job certificate of the crew to be handed over includes: seaman's certificate, certificate of competency, service book, MLC physical examination certificate, etc., the performance of the job is the performance of the crew to be handed over in the process of performing the job duties at the position to be handed over; the number of operating errors is the number of behaviors that affect the navigation safety of the ship obtained through inspections, etc. during the performance of the work of the crew to be handed over at the position to be handed over;
[0058] The position information to be handed over is obtained through the position information database of the handover system; the handover position information includes the captain, first mate, chief engineer, chief clerk, etc. The captain is fully responsible for driving and managing the ship. They are responsible for making navigation plans, commanding the ship to enter and leave the port, berthing, and acting as on-site commanders in emergencies; the first mate is a ship driver whose position is only lower than that of the captain. He is responsible for managing the overall work of the deck department under the leadership of the captain. They perform navigation duty, assist the captain in ensuring safe navigation, and are in charge of cargo loading and unloading and transportation and the maintenance of the deck department. When the captain is unable to perform his duties for some reason, he shall act as the captain; the chief engineer is responsible for the technical management and maintenance of the engine department to ensure the normal operation of the ship's machinery and equipment. They need to supervise and guide the engineers to inspect, repair and maintain the equipment; the purser usually leads the purser department, which is responsible for the crew's living services, material management and administrative affairs. They need to coordinate the crew's living needs and ensure the crew's comfort and health; the radio operator is responsible for the ship's communications, including radio communications, sending and receiving signals, etc., to ensure unimpeded information exchange between the ship and the shore or other ships; the electrician is responsible for the maintenance and management of the ship's electrical system, ensuring the normal operation and safe use of electrical equipment;
[0059] The ship operation information is obtained through the ship navigation control system, and the ship operation information includes the ship's speed, heading, whether it deviates from the track, navigation area, etc.;
[0060] S3: The crew handover system evaluates the performance level of the crew to be handed over according to the information of the crew to be handed over, the position information to be handed over and the ship operation information;
[0061] When conducting crew handover work, this embodiment evaluates the performance level of the crew to be handed over by considering the crew information, the position information to be handed over and the ship operation information. According to the different level evaluation results, different operating permissions and performance monitoring methods are released to the crew to be handed over. For crew members with high performance levels, higher operating permissions are released, and for crew members with low performance levels, lower operating permissions are released, so as to keep the crew members within the safety range as much as possible. In addition, different performance monitoring methods are set for crew members of different performance levels, so as to realize differentiated crew monitoring management and improve the targeted monitoring.
[0062] Among them, Figure 2 As shown, the S3 is specifically:
[0063] S3.1: Determine whether to enter the first performance level assessment model or the second performance level assessment model according to the navigation area of the ship and whether it deviates from the waterway;
[0064] Among them, through the review of historical accidents of ships, it is found that accidents are prone to occur during the handover of crew members, especially the handover of crew members in important positions. The reason is that after the intense duty process, the crew members are more or less relaxed and eager to hand over the shift. The crew members who take over are not familiar with the various operating conditions of the ship. If their own ability or knowledge reserves are insufficient, it is easy to fail to discover dangerous factors in time or make wrong decisions. If the ship is operating on the set route, this situation generally does not lead to dangerous situations. If the ship is not on the set route due to wind and waves, it is easy to cause ship safety accidents.
[0065] Therefore, in this step, whether to enter the first performance level assessment model or the second performance level assessment model is determined according to whether the navigation area of the ship is in a dangerous area or deviates from the waterway;
[0066] Specifically, S3.1 is as follows: if the navigation area of the ship is in a dangerous area or the ship deviates from the waterway, enter S3.2; otherwise, enter S3.3;
[0067] S3.2: Use the first performance level assessment model to assess the performance level of the crew members to be handed over;
[0068] The first performance level assessment model is a BP neural network model, wherein the input of the BP neural network model is the information of the crew to be handed over and the information of the position to be handed over, and the output of the BP neural network model is the performance level of the crew to be handed over;
[0069] Furthermore, the BP neural network model includes an input layer, an output layer and a preset number of hidden layers;
[0070] In this embodiment, in order to improve the speed of job performance evaluation as much as possible, the BP neural network model is composed of three layers, that is, the hidden layer is a single-layer structure; Figure 3 The structural diagram of the BP neural network model with three layers is shown in the attached figure. Figure 3 As shown, the crew information to be handed over and the post information to be handed over are transmitted to the input layer, and the input layer transmits the information of the input layer to the hidden layer. After the hidden layer is processed, it is transmitted to the output layer, and the actual output is compared with the expected output in the output layer, and the square error E(w) of the expected output is calculated. If the square error does not meet the model design requirements, the back propagation process is entered. The back propagation process is to apportion the square error to the neurons of the hidden layer, so as to obtain the error signal of the neurons of the hidden layer, and correct the weights of the neurons of the hidden layer according to the error signal, so as to reduce the square error as much as possible; the BP neural network model realizes the accurate calculation of the performance level by repeating the above process;
[0071] Through this step, by inputting the information of the crew members to be handed over and the information of the positions to be handed over into the BP neural network model, on the one hand, with the help of the powerful feature combing and computing capabilities of the BP neural network model, a more accurate performance level assessment result can be obtained; on the other hand, by inputting the information of the crew members to be handed over and the information of the positions to be handed over into the model, the model calculates and matches these two kinds of information, which provides an accurate solution for the calculation of performance level in crew handover.
[0072] Among them, the performance levels are divided into three levels: high, medium and low;
[0073] S3.3: Use the second performance level assessment model to assess the performance level of the crew members to be handed over;
[0074] Wherein, the second performance level assessment model is a performance level assessment model based on a weighting method;
[0075] Among them, the S3.3 is specifically:
[0076] S3.3.1: Set performance level risk assessment indicators;
[0077] Among them, the performance level risk assessment indicators include: age of the crew to be handed over, information on the crew's service company, performance, number of operational errors; seaman's certificate, certificate of competency, service book, MLC medical certificate;
[0078] S3.3.2: Assign importance weight values to the indicators;
[0079] In this embodiment, the evaluation indicators are scored by experts, and then the scores are normalized to obtain the important weight values of each indicator;
[0080] S3.3.3: Assign values to the risk assessment indicators of the crew members to be handed over;
[0081] The value assignment process for the age of the crew member to be handed over a1 is as follows: if the age of the crew member to be handed over is more than 10 years, 10 points are assigned; if the age of the crew member to be handed over is less than or equal to 10 years, 8 points are assigned;
[0082] The service company information a2 of the crew member is assigned a value as follows: if the service company information of the crew member is a Class I service company, 10 points are assigned; if the service company information of the crew member is not a Class I service company, 6 points are assigned;
[0083] The performance a3 is assigned a value as follows: if the crew has no poor performance record in the past year, 10 points are assigned; if the crew has a poor performance record in the past year, 0 points are assigned;
[0084] The number of operation errors a4 is assigned a value as follows: if the number of operation errors of the crew member in the past year is greater than 2 times, 3 points are assigned; if the number of operation errors of the crew member in the past year is less than or equal to 2 times, 10 points are assigned.
[0085] The seaman's certificate, competency certificate, service book, and MLC medical certificate a5 are assigned values as follows: if the seaman has 4 of the above certificates, 10 points are assigned; if the seaman has 3 of the above certificates, 8 points are assigned; if the seaman has 2 of the above certificates, 2 points are assigned;
[0086] S3.3.4: Calculate the performance risk assessment score F of the crew member to be handed over according to the risk assessment index value and the importance weight value assigned to the index;
[0087] Among them, the calculation formula of S3.3.4 is:
[0088]
[0089] in, They are respectively the age of the crew member to be handed over, the service company information of the crew member, the job performance, the number of operational errors, and the importance weight of the certificate;
[0090] S3.3.5: Determine the performance risk assessment level of the crew member to be handed over according to the performance risk assessment score F of the crew member to be handed over;
[0091] Among them, the S3.3.5 is specifically:
[0092] ;
[0093] In this step, since the ship is in a relatively safe state in the instantaneous state of the handover, a relatively simple risk assessment model is used to assess the performance risk of the crew to be handed over in order to save computing resources and improve the assessment speed.
[0094] S4: granting different operation permissions to the crew members to be handed over according to their risk levels of performing their duties.
[0095] Among them, the crew members with low performance risk level are granted high operation authority; the crew members with medium performance risk level are granted medium operation authority; the crew members with high performance risk level are granted low operation authority;
[0096] In this step, it is worth emphasizing that when a crew member with low operating authority is granted key operations, confirmation by a superior administrator is required. The key operations are operations that affect the safety of the ship's operation.
[0097] S5: assigning different supervision procedures to the crew members to be handed over according to their performance risk levels;
[0098] Among them, the exemption from supervision procedure is adopted for the crew members with high job risk level; the video supervision procedure is adopted for the crew members with medium job risk level; and the video supervision procedure and irregular on-site supervision procedure are adopted for the crew members with low job risk level.
[0099] Among them, during the handover process, the responsibilities and division of labor of the handover personnel should be clearly defined to ensure that the handover process is carried out in an orderly manner;
[0100] In addition, the handover content includes handover materials: ship certificates, navigation logs, engine logs, cargo records, equipment maintenance records, crew lists, etc.; after the handover, the system will hand over pending tasks, notification messages, positions, roles, and responsibilities.
[0101] Embodiment 2: This embodiment includes a crew handover system, which adopts a crew handover method of embodiment 1, and the system includes:
[0102] A handover demand submission module, whereby the crew member to be handed over submits a handover demand to the crew handover system;
[0103] An information acquisition module, wherein the crew handover system responds to the handover requirements of the crew to be handed over, and the information acquisition module acquires the information of the crew to be handed over, the position to be handed over, and the ship operation information;
[0104] A duty performance evaluation module, which evaluates the duty performance of the crew to be handed over according to the information of the crew to be handed over, the information of the position to be handed over and the ship operation information;
[0105] The module for granting permissions to crew members to be handed over is used to grant different operation permissions to the crew members to be handed over according to their job performance risk levels.
[0106] A supervision module, used to assign different supervision procedures to the crew members to be handed over according to their performance risk levels;
[0107] Embodiment 3: This embodiment includes a computer-readable storage medium, on which a data processing program is stored, and the data processing program is executed by a processor to perform various steps of a crew handover method in embodiment 1.
[0108] It should be understood by those skilled in the art that the embodiments of this article can be provided as methods, devices (equipment), or computer program products. Therefore, this article can adopt the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware aspects. Including but not limited to RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disk (DVD) or other optical disk storage, magnetic cassette, tape, disk storage or other magnetic storage device, or any other medium that can be used to store desired information and can be accessed by a computer. In addition, it is well known to those of ordinary skill in the art that communication media generally contain computer-readable instructions, data structures, program modules, or other data in modulated data signals such as carrier waves or other transmission mechanisms, and may include any information delivery medium.
[0109] This document is described with reference to flowcharts and / or block diagrams of methods, apparatuses (devices), and computer program products according to the embodiments of this document. It should be understood that each process and / or block in the flowchart and / or block diagram, as well as the combination of processes and / or blocks in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing device to generate a machine, so that the instructions executed by the processor of the computer or other programmable data processing device generate instructions for implementing the processes in the flowchart and / or block diagram. Figure 1 A process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.
[0110] These computer program instructions may also be stored in a computer readable memory capable of directing a computer or other programmable data processing device to operate in a specific manner, so that the instructions stored in the computer readable memory produce an article of manufacture including an instruction device, which implements the process Figure 1 A process or multiple processes and / or boxes Figure 1 The steps for the functions specified in one or more boxes.
[0111] The embodiments and / or implementation methods described above are only used to illustrate the preferred embodiments and / or implementation methods of the technology of the present invention, and are not intended to impose any formal restrictions on the implementation methods of the technology of the present invention. Any person skilled in the art may make some changes or modifications to other equivalent embodiments without departing from the scope of the technical means disclosed in the content of the present invention, but they should still be regarded as the technology or embodiments that are essentially the same as the present invention. Note that the above are only preferred embodiments of the present invention and the technical principles used. Those skilled in the art will understand that the present invention is not limited to the specific embodiments described here, and that various obvious changes, readjustments and substitutions can be made to those skilled in the art without departing from the scope of protection of the present invention. Therefore, although the present invention is described in more detail through the above embodiments, the present invention is not limited to the above embodiments, and may also include more other equivalent embodiments without departing from the concept of the present invention, and the scope of the present invention is determined by the scope of the appended claims.
Claims
1. A crew transfer method, characterized in that: The method comprises the following steps: S1: The crew member to be handed over submits a handover request to the crew handover system; S2: The crew handover system responds to the handover demand proposed by the crew to be handed over, and obtains the crew information to be handed over, the position information to be handed over and the ship operation information; S3: The crew handover system evaluates the performance level of the crew to be handed over according to the information of the crew to be handed over, the position information to be handed over and the ship operation information; The S3 is specifically: S3.1: Determine whether to enter the first performance level assessment model or the second performance level assessment model according to the navigation area of the ship and whether it deviates from the waterway; S3.1 specifically means: if the navigation area of the ship is in a dangerous area or the ship deviates from the waterway, enter S3.2; otherwise, enter S3.3; S3.2: Use the first performance level assessment model to assess the performance level of the crew members to be handed over; S3.3: Use the second performance level assessment model to assess the performance level of the crew members to be handed over; S4: granting different operation permissions to the crew members to be handed over according to their risk levels of performing their duties; S5: Assign different supervision procedures to the seafarers to be handed over according to their risk levels in performing their duties.
2. The crew transfer method according to claim 1, characterized in that: In S1, the crew members to be handed over are crew members who are about to take up their posts.
3. The crew transfer method according to claim 1, characterized in that: In S2, the information of the crew to be handed over includes the age of the crew to be handed over, the service company information of the crew, the job certificate of the crew to be handed over, the job performance, and the number of operational errors; The job certificates of the crew members to be handed over include: seaman's certificate, certificate of competency, service book, MLC medical certificate; The ship operation information is obtained through a ship navigation control system, and the ship operation information includes the ship's speed, heading, whether it deviates from the track, and the navigation area.
4. The crew transfer method according to claim 1, characterized in that: In S3.2, the first performance level assessment model is a BP neural network model.
5. The crew transfer method according to claim 4, characterized in that: The BP neural network model includes an input layer, an output layer and a preset number of hidden layers.
6. The crew transfer method according to claim 5, characterized in that: The number of hidden layers is 1.
7. The crew transfer method according to claim 1, characterized in that: The performance levels are divided into three levels: high, medium and low.
8. The crew transfer method according to claim 3, characterized in that: The S3.3 is specifically: S3.3.1: Set performance level risk assessment indicators; S3.3.2: Assign importance weight values to the indicators; S3.3.3: Assign values to the risk assessment indicators of the crew members to be handed over; The age a1 of the crew member to be handed over is assigned a value as follows: if the age of the crew member to be handed over is more than 10 years, 10 points are assigned; if the age of the crew member to be handed over is less than or equal to 10 years, 8 points are assigned; The service company information a2 of the crew member is assigned a value as follows: if the service company information of the crew member is a Class I service company, 10 points are assigned; if the service company information of the crew member is not a Class I service company, 6 points are assigned; The performance a3 is assigned a value as follows: if the crew has no poor performance record in the past year, 10 points are assigned; if the crew has a poor performance record in the past year, 0 points are assigned; The number of operation errors a4 is assigned a value as follows: if the number of operation errors of the crew member in the past year is greater than 2 times, 3 points are assigned; if the number of operation errors of the crew member in the past year is less than or equal to 2 times, 10 points are assigned. The seaman's certificate, competency certificate, service book, and MLC medical certificate a5 are assigned values as follows: if the seaman has 4 of the above certificates, 10 points are assigned; if the seaman has 3 of the above certificates, 8 points are assigned; if the seaman has 2 of the above certificates, 2 points are assigned; S3.3.4: Calculate the performance risk assessment score F of the crew member to be handed over according to the risk assessment index value and the importance weight value assigned to the index; The calculation formula of S3.3.4 is: ; in, They are respectively the age of the crew member to be handed over, the service company information of the crew member, the job performance, the number of operational errors, and the importance weight of the certificate; S3.3.5: Determine the performance risk assessment level of the crew member to be handed over according to the performance risk assessment score F of the crew member to be handed over; Among them, the S3.3.5 is specifically: 。 9. The crew transfer method according to claim 1, characterized in that: In S4, a crew member with a low risk level is granted a high operation authority; a crew member with a medium risk level is granted a medium operation authority; Crew members with a high risk level of performing their duties are granted low operating authority.
10. A crew handover system, characterized in that: The system adopts a crew handover method according to any one of claims 1 to 9, and the system comprises: A handover demand submission module, whereby the crew member to be handed over submits a handover demand to the crew handover system; An information acquisition module, wherein the crew handover system responds to the handover requirements of the crew to be handed over, and the information acquisition module acquires the information of the crew to be handed over, the position to be handed over and the ship operation information; A duty performance evaluation module, which evaluates the duty performance of the crew to be handed over according to the information of the crew to be handed over, the information of the position to be handed over and the ship operation information; A module for granting permissions to crew members to be handed over, used to grant different operation permissions to the crew members to be handed over according to their performance risk levels; The supervision module is used to assign different supervision procedures to the crew members to be handed over according to their performance risk levels.
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