Nuclear power plant operator state evaluation and adjustment method, system, medium and equipment

Abstract

The invention relates to a nuclear power plant operator state evaluation adjustment method and system, a medium and equipment, and the method comprises the following steps: S10, carrying out psychological state adjustment pre-measurement on a to-be-measured object, and obtaining adjustment pre-measurement data; s20, after the mental state adjustment pre-test is completed, a resting state heart rate test is conducted on the to-be-tested object, and heart rate test data are obtained; s30, state diagnosis and evaluation are conducted on the to-be-tested object according to the adjustment pre-test data and the heart rate test data, and the current state of the to-be-tested object is obtained; and S40, generating a state adjustment strategy according to the current state of the to-be-tested object. According to the method, the pre-test and the heart rate test are carried out before work to assess whether the state of the operator is abnormal or not, and the corresponding adjustment strategy is pushed according to the specific test condition, so that the operator in the abnormal state is effectively helped to quickly relieve and recover, the human error rate is effectively avoided, and the operation safety of the nuclear power plant is improved.

Description

Technical Field

[0001] This invention relates to the technical field of personnel status assessment, and more specifically, to a method, system, medium, and equipment for assessing and adapting the status of nuclear power plant operators. Background Technology

[0002] Nuclear power is described as a complex socio-technical system, a large economic entity encompassing three elements: technological equipment, human groups, and organizations. Statistics show that over 50% of system accidents in complex industrial systems like nuclear power plants are related to human error. During the operational phase of a nuclear power plant, human error has become one of the most significant causes of nuclear power plant accidents.

[0003] Nuclear power plant operators need to work in shifts, and their skills, condition, and work efficiency directly affect the safety of the nuclear power plant. Under various conditions such as high pressure, shift work, and continuous work, operators may experience abnormal states that deviate from normal performance, including negative emotions, fatigue, and high load. These states may affect the normal performance of operators. Currently, there are no skills or devices in nuclear power plants that can quickly restore operators to normal working conditions. Summary of the Invention

[0004] The technical problem to be solved by the present invention is to provide a method, system, medium and equipment for assessing and adjusting the status of nuclear power plant operators, in view of the problems existing in the prior art.

[0005] The technical solution adopted by this invention to solve its technical problem is: to construct a method for assessing and adapting the status of nuclear power plant operators, comprising the following steps: Step S10: Perform a pre-adjustment test on the test subject to obtain pre-adjustment test data; Step S20: After completing the pre-test for psychological state adjustment, perform a resting heart rate test on the subject to obtain heart rate test data; Step S30: Perform a status diagnosis and assessment on the subject under test based on the pre-adjustment test data and the heart rate test data to obtain the current status of the subject under test; Step S40: Generate a state adaptation strategy based on the current state of the object under test.

[0006] In the nuclear power plant operator status assessment and adjustment method of the present invention, step S10 involves performing a pre-adjustment psychological state test on the subject to be tested and obtaining pre-adjustment test data, including: Receive evaluation instructions; Output the pre-test display interface for psychological state assessment according to the evaluation instructions; The pre-test display interface for psychological state assessment receives the assessment information input by the test subject; The pre-adjustment test data is obtained by summarizing the evaluation information.

[0007] In the nuclear power plant operator status assessment and adjustment method of the present invention, the heart rate test data includes: current heart rate measurement results and heart rate fluctuation data; In step S20, the resting heart rate of the subject to be tested is measured to obtain heart rate test data, including: A resting heart rate test is performed on the subject to obtain the current heart rate measurement result of the subject. Obtain the historical heart rate data of the subject under test; The current heart rate measurement result is analyzed and compared with the historical heart rate data of the subject to be tested to obtain the heart rate fluctuation data.

[0008] In the nuclear power plant operator status assessment and adaptation method described in this invention, the pre-adaptation test data includes: response information corresponding to each assessment question; the response information includes any one of: completely disagree, somewhat disagree, neutral, somewhat agree, and completely agree.

[0009] In the nuclear power plant operator status assessment and adjustment method of the present invention, the current status includes: normal status and abnormal status; In step S30, the current state of the test subject is obtained by performing a state diagnosis and assessment based on the pre-adjustment test data and the heart rate test data, including: If the response to any assessment question in the pre-adjustment test data is "completely agree" or "somewhat agree", then the current state of the test subject is determined to be an abnormal state; otherwise, it is a normal state. Alternatively, the heart rate fluctuation data can be compared with a heart rate fluctuation threshold. If the heart rate fluctuation data is greater than the heart rate fluctuation threshold, the current state of the test subject is determined to be an abnormal state; otherwise, it is a normal state.

[0010] In the nuclear power plant operator status assessment and adaptation method of the present invention, step S40, generating a status adaptation strategy based on the current status of the object to be tested, includes: If the current state of the test subject is determined to be abnormal based on the heart rate test data, then the state adjustment strategy of the test subject is determined to be mindfulness meditation. The visualization output shows the adjustment strategies for the described mindfulness meditation.

[0011] In the nuclear power plant operator status assessment and adjustment method described in this invention, the abnormal state includes any one of the following: physical fatigue, fear, inattention, tension, fatigue, and emotional abnormality. In step S40, generating a state adaptation strategy based on the current state of the object under test includes: If the current state of the test subject is physical fatigue, then the state adjustment strategy of the test subject is determined to be progressive muscle relaxation training. The visualization output shows the adjustment strategy of the progressive muscle relaxation training. If the current state of the test subject is fear, then the state adjustment strategy of the test subject is determined to be imagery relaxation training; The visualization output displays the adjustment strategies of the imagery relaxation training; If the current state of the test subject is tension, then the state adjustment strategy of the test subject is determined to be breathing relaxation training; The visualization output displays the adjustment strategies for the breathing relaxation training; If the current state of the test subject is inattentive, then the state adjustment strategy of the test subject is determined to be either thought decision-making awakening training or visual-motor awakening training. Visualize the adjustment strategies for the aforementioned thought-decision awakening training or visual-motor awakening training; If the current state of the test object is fatigue, then the state adjustment strategy of the test object is determined to be to rest and relax in the rest cabin; The visualization output shows the adjustment strategies for rest and relaxation in the rest pod. If the current state of the test subject is abnormal emotion, then the state adjustment strategy of the test subject is determined to be biofeedback training. The adaptation strategy of the biofeedback training is visualized and output.

[0012] This invention also provides a nuclear power plant operator status assessment and adaptation system, comprising: The pre-adjustment test unit is used to perform a pre-adjustment test on the psychological state of the test subject and obtain pre-adjustment test data; The heart rate testing unit is used to perform a resting heart rate test on the subject after completing the pre-test for psychological state adjustment, and to obtain heart rate test data. A status assessment unit is used to perform status diagnosis on the subject under test based on the pre-adjustment test data and the heart rate test data, and obtain the status assessment result of the subject under test. The strategy output unit is used to generate a state adaptation strategy based on the state evaluation results.

[0013] In the nuclear power plant operator status assessment and adjustment system of the present invention, the adjustment pre-test unit includes: a psychological status assessment pre-test module; The pre-test module for psychological state assessment includes: a question display area and a question selection area; The assessment question display area is used to output and display multiple assessment questions from the pre-test for psychological state adjustment; The question selection area is used to output and display the answer information corresponding to each assessment question, and to allow the subject to select the answer.

[0014] In the nuclear power plant operator status assessment and adjustment system of the present invention, the heart rate testing unit includes: an operation instruction area, a test time display area, and measurement controls; The operation instructions area is used to output and display the operation instructions for the resting heart rate test; The test time display area is used to output and display the measurement time of the resting heart rate test; The measurement control is used to trigger the start of the resting heart rate test based on the operation of the object being tested.

[0015] The nuclear power plant operator status assessment and adaptation system of the present invention also includes: an adaptation training scheme display unit; The adaptive training scheme display unit includes: The evaluation result description area is used to describe the current state of the object under test and the corresponding state adjustment strategy. A state adaptation strategy display area is used to display the trigger controls for all state adaptation strategies. The training completion control is used to trigger the end of training based on the operation of the test object.

[0016] The present invention also provides a storage medium storing a computer program adapted for loading by a processor to perform the steps of the nuclear power plant operator status assessment and adaptation method as described above.

[0017] The present invention also provides an electronic device, including a memory and a processor, wherein the memory stores a computer program, and the processor executes the steps of the nuclear power plant operator status assessment and adaptation method as described above by calling the computer program stored in the memory.

[0018] The method, system, medium, and equipment for assessing and adjusting the status of nuclear power plant operators according to the present invention have the following beneficial effects: The method includes the following steps: Step S10: Performing a pre-adjustment psychological state test on the subject to be tested to obtain pre-adjustment test data; Step S20: After completing the pre-adjustment psychological state test, conducting a resting-state heart rate test on the subject to be tested to obtain heart rate test data; Step S30: Performing a status diagnosis assessment on the subject to be tested based on the pre-adjustment test data and heart rate test data to obtain the current status of the subject; Step S40: Generating a status adjustment strategy based on the current status of the subject. The present invention, by conducting pre-tests and heart rate tests before work to assess whether the status of operators is abnormal, and by pushing corresponding adjustment strategies based on the specific test results, effectively helps operators experiencing abnormal states to quickly alleviate and recover, effectively avoids human error rates, and improves the operational safety of nuclear power plants. Attached Figure Description

[0019] The present invention will be further described below with reference to the accompanying drawings and embodiments. In the accompanying drawings: Figure 1 This is a flowchart illustrating the nuclear power plant operator status assessment and adjustment method provided in this embodiment of the invention. Figure 2 This is a logic block diagram of the nuclear power plant operator status assessment and adaptation system provided in this embodiment of the invention; Figure 3 This is an interface diagram of the psychological state assessment pre-test module provided by the present invention; Figure 4 This is an interface diagram of the heart rate testing unit provided by the present invention; Figure 5 This is a diagram of the display unit interface of the adaptation training scheme provided by the present invention. Detailed Implementation

[0020] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0021] In order to achieve rapid relief and recovery of abnormal states (including physical fatigue, panic, inattention, tension, fatigue, and emotional abnormalities) of nuclear power plant operators, help operators in abnormal states to return to normal working status in a short time, reduce the risk of human error, and improve the operational safety of nuclear power plants, this invention provides a method for assessing and adjusting the state of nuclear power plant operators.

[0022] refer to Figure 1 , Figure 1This invention illustrates a preferred embodiment of the nuclear power plant operator status assessment and adaptation method provided by the present invention.

[0023] Specifically, such as Figure 1 As shown, the nuclear power plant operator status assessment and adaptation method includes the following steps: Step S10: Perform a pre-adjustment test on the test subject to obtain pre-adjustment test data.

[0024] Optionally, in step S10, performing a pre-test for psychological state adjustment on the test subject and obtaining pre-test data includes: receiving an assessment instruction; outputting a pre-test display interface for psychological state assessment based on the assessment instruction; receiving assessment information input by the test subject on the pre-test display interface for psychological state assessment; and summarizing the assessment information to obtain pre-test data for adjustment. Specifically, for operational personnel who need to carry out work, the current psychological state is first assessed and diagnosed in the adjustment system, where the psychological questionnaire interface is as follows: Figure 3 As shown. After completing the questionnaire assessment, click the "Next" button to proceed to resting heart rate measurement.

[0025] Preferably, in this embodiment of the invention, the pre-adjustment test data includes: response information corresponding to each assessment question. The response information for each assessment question includes any one of: completely disagree, somewhat disagree, neutral, somewhat agree, and completely agree. Specifically, in the psychological adjustment system of the present invention (i.e., the nuclear power plant operator status assessment and adjustment system), the pre-adjustment test stage includes nine assessment questions: 1. I find it difficult to concentrate [A], 2. I feel somewhat tense or uncomfortable [T], 3. I lose interest in activities I usually enjoy [L], 4. I feel somewhat lacking in energy [D], 5. My appetite is somewhat different from usual [D], 6. I feel somewhat uneasy [A], 7. I find it difficult to relax [T], 8. I feel somewhat depressed [L], 9. Sometimes I feel lost and disoriented [D].

[0026] Step S20: After completing the pre-test for psychological state adjustment, perform a resting heart rate test on the subject to obtain heart rate test data.

[0027] The heart rate test data includes: the current heart rate measurement result and heart rate fluctuation data. Optionally, in this embodiment of the invention, step S20, performing a resting-state heart rate test on the subject to obtain heart rate test data, includes: performing a resting-state heart rate test on the subject to obtain the current heart rate measurement result; obtaining the subject's historical heart rate data; and analyzing and comparing the current heart rate measurement result with the subject's historical heart rate data to obtain heart rate fluctuation data. Specifically, after completing the pre-psychological state test, following the operating instructions, the finger clip is placed between the index fingers of the left hand, confirming successful connection, and clicking "Start Measurement" to perform a 3-minute resting-state heart rate measurement.

[0028] Step S30: Based on the pre-adjustment test data and heart rate test data, perform a status diagnosis assessment on the subject to obtain the current status of the subject.

[0029] Optionally, in this embodiment of the invention, the current state of the object to be tested includes: a normal state and an abnormal state. The abnormal state includes, but is not limited to, any one of the following: physical fatigue, fear, inattention, tension, fatigue, or emotional abnormality.

[0030] In this embodiment of the invention, step S30 involves performing a state diagnosis assessment on the test subject based on the pre-adjustment test data and heart rate test data to obtain the current state of the test subject. This includes: if the response information for any assessment question in the pre-adjustment test data is "completely agree" or "somewhat agree", then the current state of the test subject is determined to be an abnormal state; otherwise, it is a normal state. Alternatively, the heart rate fluctuation data is compared with the heart rate fluctuation threshold. If the heart rate fluctuation data is greater than the heart rate fluctuation threshold (generally set to 30%), then the current state of the test subject is determined to be an abnormal state; otherwise, it is a normal state.

[0031] Specifically, when adjusting the pre-test data, if the selection result is that the response to any assessment question is "completely agree" or "somewhat agree," then the current state of the test subject is determined to be an abnormal state. Conversely, if other selection results appear, the current state of the test subject is determined to be a normal state. When other selection results appear, the test subject can choose to participate in training or not. When the test subject is determined to be in an abnormal state, the system assesses that the test subject needs to undergo training and provides corresponding state adjustment strategies.

[0032] Step S40: Generate a state adaptation strategy based on the current state of the object under test.

[0033] In some embodiments, step S40, generating a state adjustment strategy based on the current state of the test object includes: if the current state of the test object is determined to be an abnormal state based on the heart rate test data, then the state adjustment strategy of the test object is determined to be mindfulness meditation; and the mindfulness meditation adjustment strategy is displayed in the visualization output.

[0034] Alternatively, in some embodiments, step S40, generating a state adjustment strategy based on the current state of the test object includes: if the current state of the test object is physical fatigue, then determining that the state adjustment strategy of the test object is progressive muscle relaxation training; and visually displaying the adjustment strategy of progressive muscle relaxation training.

[0035] If the current state of the test subject is fear, then the state adjustment strategy of the test subject is determined to be imagery relaxation training; the visualization output shows the adjustment strategy of imagery relaxation training.

[0036] If the subject's current state is tension, then the subject's state adjustment strategy is determined to be breathing relaxation training; the visualization output displays the adjustment strategy of breathing relaxation training.

[0037] If the current state of the test subject is inattentiveness, then the state adjustment strategy for the test subject is determined to be either thought decision-making arousal training or visual-motor arousal training; the adjustment strategy of thought decision-making arousal training or visual-motor arousal training is visualized and output.

[0038] If the current state of the test subject is fatigue, the state adjustment strategy for the test subject is determined to be resting and relaxing in the rest cabin; the adjustment strategy of resting and relaxing in the rest cabin is visualized and output.

[0039] If the current state of the test subject is abnormal emotion, then the state adjustment strategy of the test subject is determined to be biofeedback training; the adjustment strategy of biofeedback training is visualized and output.

[0040] Specifically, after completing the pre-test for psychological adjustment and the resting heart rate test, the data from these tests are analyzed to assess the subject's current state (i.e., current psychological state). Based on this current state, corresponding adjustment and recovery plans (i.e., state adjustment strategies) are then implemented. These strategies include, but are not limited to: imagery relaxation training, breathing relaxation training, progressive muscle relaxation training, mindfulness meditation, biofeedback training, fear system desensitization training, thought decision arousal, visual-motor arousal, and rest and relaxation in a rest pod.

[0041] The following examples illustrate the process of state assessment and state adjustment strategy push.

[0042] First, assess the current state of the subject based on the pre-test data or heart rate test data. If any question in the pre-test data results in "completely agree" or "somewhat agree", or if the heart rate fluctuation exceeds 30% of the subject's daily heart rate fluctuation, then the subject's current state is determined to be abnormal and relaxation training is required.

[0043] For subjects whose heart rate fluctuations exceed 30% of their daily heart rate fluctuations, the system assesses their current state as "tense," and their state adjustment strategy is to engage in positive meditation.

[0044] When the current state of the object under test is assessed as an abnormal state based on pre-test data, the specific recommendation process is as follows: 1) For those who selected "somewhat agree" or "completely agree" in the pre-test regarding "I feel some tension or discomfort in my body", progressive muscle relaxation training is recommended; the psychological adjustment system indicates that they are in a state of "physical fatigue".

[0045] 2) For those who selected "somewhat agree" or "completely agree" in the pre-test regarding "I feel somewhat uneasy", imagery relaxation training is recommended; the psychological adjustment system indicates that they are in a state of "fear".

[0046] 3) For those who selected "somewhat agree" or "completely agree" in the pre-test regarding "I feel I don't relax easily," breathing relaxation training is recommended. The psychological adjustment system indicates a "tense" state.

[0047] 4) For those who selected "somewhat agree" or "completely agree" in the pre-test regarding "I find it difficult to concentrate," we recommend they undergo thought-processing and decision-making activation training. The psychological adjustment system indicates they are in a state of "distracted attention."

[0048] 5) For those who selected "somewhat agree" or "completely agree" in the pre-test regarding "I sometimes feel lost," visual-motor arousal training is recommended. The psychological adjustment system indicates they are in a state of "distracted attention."

[0049] 6) For those who selected "somewhat agree" or "completely agree" in the pre-test regarding "I feel I'm not very energetic," it is recommended that they rest and relax in the rest pod. The psychological adjustment system indicates they are in a "fatigued" state.

[0050] 7) For those who selected "somewhat agree" or "completely agree" in the pre-test regarding "I feel somewhat down," biofeedback training is recommended. The psychological adjustment system indicates they are in an "abnormal emotional state."

[0051] refer to Figure 2 The present invention also provides a nuclear power plant operator status assessment and adjustment system.

[0052] Specifically, such as Figure 2As shown, the nuclear power plant operator status assessment and adaptation system includes: a pre-adaptation test unit 10, used to perform a psychological status adaptation pre-test on the subject and obtain pre-adaptation test data; a heart rate test unit 20, used to perform a resting heart rate test on the subject after completing the psychological status adaptation pre-test and obtain heart rate test data; a status assessment unit 30, used to perform status diagnosis on the subject based on the pre-adaptation test data and heart rate test data and obtain the status assessment result of the subject; and a strategy output unit 40, used to generate a status adaptation strategy based on the status assessment result.

[0053] Preferably, such as Figure 3 As shown, in this embodiment of the invention, the pre-test unit 10 includes: a psychological state assessment pre-test module; the psychological state assessment pre-test module includes: a test question display area 101 and a question selection area 102; the test question display area 101 is used to output and display multiple test questions for the psychological state adjustment pre-test; the question selection area 102 is used to output and display the response information corresponding to each test question, and to allow the subject to select answers. Specifically, as... Figure 3 As shown, the assessment question display area 101 lists nine assessment questions for the pre-test phase of psychological state adjustment: 1. I find it difficult to concentrate [A], 2. I feel some tension or discomfort in my body [T], 3. I lose interest in activities I usually enjoy [L], 4. I feel I don't have much energy [D], 5. My appetite is different from usual [D], 6. I feel somewhat uneasy [A], 7. I find it difficult to relax [T], 8. I feel somewhat depressed [L], 9. Sometimes I feel lost [D]. The question selection area 102 corresponds to the assessment questions in the assessment question display area 101, offering five options: "Completely Disagree," "Somewhat Agree," "Neutral," "Somewhat Agree," and "Completely Agree." An execution control 103, i.e., a "Next" button, is also provided to trigger resting heart rate measurement after the pre-test phase of psychological state adjustment.

[0054] Preferably, such as Figure 4 As shown, in this embodiment of the invention, the heart rate testing unit 20 includes: an operation instruction area 201, a test time display area 202, and a measurement control 203; the operation instruction area 201 is used to output and display the operation instructions for the resting heart rate test; the test time display area 202 is used to output and display the measurement time of the resting heart rate test; the measurement control 203 is used to trigger the start of the resting heart rate test according to the operation of the test subject. Specifically, as... Figure 4As shown, before starting the resting heart rate test, the user should first follow the instructions in the operation instructions area 201 to put the finger clip between the index fingers of the left hand to ensure successful connection. Then, click the measurement control 203, i.e., the "Start Measurement" button, to perform a 3-minute resting heart rate measurement. During the test, the test time display area 202 displays a countdown timer. When the measurement is completed, the system emits a "beep" sound to indicate the end of the measurement. The user then clicks the operation control 204, i.e. Figure 4 The "Next" button in the system leads to the psychological state diagnosis and assessment stage and the push of training programs.

[0055] Furthermore, the nuclear power plant operator status assessment and adaptation system also includes: an adaptation training program display unit 50. Preferably, as follows: Figure 5 As shown, the adjustment training scheme display unit 50 includes: an evaluation result description area 501, which describes the current state of the test subject and the corresponding state adjustment strategy; a state adjustment strategy display area 502, which displays the trigger controls for all state adjustment strategies; and a training completion control 503, which triggers the end of adjustment training based on the test subject's actions. The evaluation result description area 501 displays the user's current state and recommended state adjustment strategies, such as "You are currently in state XX, we recommend you perform XX training, please click the corresponding button to enter." The state adjustment strategy display area 502 visually displays multiple adjustment strategies provided by the system, including but not limited to: imagery relaxation training, breathing relaxation training, progressive muscle relaxation training, mindfulness meditation, biofeedback training, fear system desensitization training, thought decision arousal, and visual-motor arousal. When the user clicks any of these buttons, they enter the corresponding training mode. After completing the training, clicking the training completion control 503 ends the entire training process.

[0056] Specifically, the specific coordination and operation process between the various units in the nuclear power plant operator status assessment and adaptation system can be referred to the above-mentioned nuclear power plant operator status assessment and adaptation method, and will not be repeated here.

[0057] This invention uses physiological and psychological assessment data for comprehensive diagnosis. It tests operators before they start work, identifies abnormal states of operators, and automatically pushes state adjustment plans. This effectively helps operators in abnormal states to quickly alleviate and recover, effectively avoids human error, and improves the operational safety of nuclear power plants.

[0058] Furthermore, an electronic device of the present invention includes a memory and a processor; the memory is used to store a computer program; the processor is used to execute the computer program to implement the nuclear power plant operator status assessment and adaptation method as described above. Specifically, according to embodiments of the present invention, the processes described above with reference to the flowchart can be implemented as computer software programs. For example, embodiments of the present invention include a computer program product comprising a computer program carried on a computer-readable medium, the computer program containing program code for performing the methods shown in the flowchart. In such embodiments, when the computer program is downloaded, installed, and executed by an electronic device, it performs the functions defined above in the methods of the embodiments of the present invention. The electronic device in the present invention can be a terminal such as a laptop, desktop computer, tablet computer, or smartphone, or it can be a server.

[0059] Furthermore, one type of storage medium of the present invention stores a computer program thereon, which, when executed by a processor, implements the nuclear power plant operator status assessment and adaptation method described above. Specifically, it should be noted that the storage medium described above in the present invention can be a computer-readable signal medium or a computer-readable storage medium, or any combination of the two. A computer-readable storage medium can be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof. More specific examples of a computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer disk, a hard disk, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM or flash memory), optical fiber, portable compact disk read-only memory (CD-ROM), optical storage device, magnetic storage device, or any suitable combination thereof. In the present invention, a computer-readable storage medium can be any tangible medium containing or storing a program that can be used by or in conjunction with an instruction execution system, apparatus, or device. In the present invention, a computer-readable signal medium can include a data signal propagated in baseband or as part of a carrier wave, carrying computer-readable program code. The transmitted data signal can take various forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination thereof. The computer-readable signal medium can also be any computer-readable medium other than a computer-readable storage medium, which can send, propagate, or transmit a program for use by or in connection with an instruction execution system, apparatus, or device. The program code contained on the computer-readable medium can be transmitted using any suitable medium, including but not limited to: wires, optical fibers, RF (radio frequency), etc., or any suitable combination thereof.

[0060] The aforementioned computer-readable medium may be included in the aforementioned electronic device; or it may exist independently and not assembled into the electronic device.

[0061] The various embodiments in this specification are described in a progressive manner, with each embodiment focusing on its differences from other embodiments. Similar or identical parts between embodiments can be referred to interchangeably. For the apparatus disclosed in the embodiments, since they correspond to the methods disclosed in the embodiments, the description is relatively simple; relevant parts can be referred to the method section.

[0062] Those skilled in the art will further recognize that the units and algorithm steps of the various examples described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, computer software, or a combination of both. To clearly illustrate the interchangeability of hardware and software, the components and steps of the various examples have been generally described in terms of functionality in the foregoing description. Whether these functions are implemented in hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art can use different methods to implement the described functions for each specific application, but such implementations should not be considered beyond the scope of this invention.

[0063] The steps of the methods or algorithms described in conjunction with the embodiments disclosed herein can be implemented directly by hardware, a software module executed by a processor, or a combination of both. The software module can be located in random access memory (RAM), main memory, read-only memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, removable disk, CD-ROM, or any other form of storage medium known in the art.

[0064] The above embodiments are only for illustrating the technical concept and features of the present invention, and are intended to enable those skilled in the art to understand the content of the present invention and implement it accordingly. They do not limit the scope of protection of the present invention. All equivalent changes and modifications made within the scope of the claims of the present invention should fall within the scope of the claims of the present invention.

Claims

1. A method for assessing and adapting the status of nuclear power plant operators, characterized in that, Includes the following steps: step S10: Perform a pre-adjustment test on the test subject to obtain pre-adjustment test data; Step S20: After completing the pre-test for psychological state adjustment, perform a resting heart rate test on the subject to obtain heart rate test data; Step S30: Perform a status diagnosis and assessment on the subject under test based on the pre-adjustment test data and the heart rate test data to obtain the current status of the subject under test; Step S40: Generate a state adaptation strategy based on the current state of the object under test.

2. The method for assessing and adapting the status of nuclear power plant operators according to claim 1, characterized in that, In step S10, a pre-test for psychological state adjustment is performed on the test subject, and the pre-test data obtained includes: Receive evaluation instructions; Output the pre-test display interface for psychological state assessment according to the evaluation instructions; The pre-test display interface for psychological state assessment receives the assessment information input by the test subject; The pre-adjustment test data is obtained by summarizing the evaluation information.

3. The method for assessing and adapting the status of nuclear power plant operators according to claim 1, characterized in that, The heart rate test data includes: the current heart rate measurement result and heart rate fluctuation data; In step S20, the resting heart rate of the subject to be tested is measured to obtain heart rate test data, including: A resting heart rate test is performed on the subject to obtain the current heart rate measurement result of the subject. Obtain the historical heart rate data of the subject under test; The current heart rate measurement result is analyzed and compared with the historical heart rate data of the subject to be tested to obtain the heart rate fluctuation data.

4. The method for assessing and adapting the status of nuclear power plant operators according to claim 3, characterized in that, The pre-adjustment test data includes: response information corresponding to each assessment question; the response information includes any one of: completely disagree, somewhat disagree, neutral, somewhat agree, and completely agree.

5. The method for assessing and adapting the status of nuclear power plant operators according to claim 4, characterized in that, The current state includes: normal state and abnormal state; In step S30, the current state of the test subject is obtained by performing a state diagnosis and assessment based on the pre-adjustment test data and the heart rate test data, including: If the response to any assessment question in the pre-adjustment test data is "completely agree" or "somewhat agree", then the current state of the test subject is determined to be an abnormal state; otherwise, it is a normal state. Alternatively, the heart rate fluctuation data can be compared with a heart rate fluctuation threshold. If the heart rate fluctuation data is greater than the heart rate fluctuation threshold, the current state of the test subject is determined to be an abnormal state; otherwise, it is a normal state.

6. The method for assessing and adapting the status of nuclear power plant operators according to claim 5, characterized in that, In step S40, generating a state adaptation strategy based on the current state of the object under test includes: If the current state of the test subject is determined to be abnormal based on the heart rate test data, then the state adjustment strategy of the test subject is determined to be mindfulness meditation. The visualization output shows the adjustment strategies for the described mindfulness meditation.

7. The method for assessing and adapting the status of nuclear power plant operators according to claim 5, characterized in that, The abnormal state includes any one of the following: physical fatigue, fear, inattention, tension, fatigue, and emotional abnormality. In step S40, generating a state adaptation strategy based on the current state of the object under test includes: If the current state of the test subject is physical fatigue, then the state adjustment strategy of the test subject is determined to be progressive muscle relaxation training. The visualization output shows the adjustment strategy of the progressive muscle relaxation training. If the current state of the test subject is fear, then the state adjustment strategy of the test subject is determined to be imagery relaxation training; The visualization output displays the adjustment strategies of the imagery relaxation training; If the current state of the test subject is tension, then the state adjustment strategy of the test subject is determined to be breathing relaxation training; The visualization output displays the adjustment strategies for the breathing relaxation training; If the current state of the test subject is inattentive, then the state adjustment strategy of the test subject is determined to be either thought decision-making awakening training or visual-motor awakening training. Visualize the adjustment strategies for the aforementioned thought-decision awakening training or visual-motor awakening training; If the current state of the test object is fatigue, then the state adjustment strategy of the test object is determined to be to rest and relax in the rest cabin; The visualization output shows the adjustment strategies for rest and relaxation in the rest pod. If the current state of the test subject is abnormal emotion, then the state adjustment strategy of the test subject is determined to be biofeedback training. The adaptation strategy of the biofeedback training is visualized and output.

8. A nuclear power plant operator status assessment and adaptation system, characterized in that, include: The pre-adjustment test unit is used to perform a pre-adjustment test on the psychological state of the test subject and obtain pre-adjustment test data; The heart rate testing unit is used to perform a resting heart rate test on the subject after completing the pre-test for psychological state adjustment, and to obtain heart rate test data. A status assessment unit is used to perform status diagnosis on the subject under test based on the pre-adjustment test data and the heart rate test data, and obtain the status assessment result of the subject under test. The strategy output unit is used to generate a state adaptation strategy based on the state evaluation results.

9. The nuclear power plant operator status assessment and adaptation system according to claim 8, characterized in that, The adjustment pre-test unit includes: a psychological state assessment pre-test module; The pre-test module for psychological state assessment includes: a question display area and a question selection area; The assessment question display area is used to output and display multiple assessment questions from the pre-test for psychological state adjustment; The question selection area is used to output and display the answer information corresponding to each assessment question, and to allow the subject to select the answer.

10. The nuclear power plant operator status assessment and adaptation system according to claim 8, characterized in that, The heart rate testing unit includes: an operation instruction area, a test time display area, and measurement controls; The operation instructions area is used to output and display the operation instructions for the resting heart rate test; The test time display area is used to output and display the measurement time of the resting heart rate test; The measurement control is used to trigger the start of the resting heart rate test based on the operation of the object being tested.

11. The nuclear power plant operator status assessment and adaptation system according to claim 8, characterized in that, Also includes: Adjustment training program display unit; The adaptive training scheme display unit includes: The evaluation result description area is used to describe the current state of the object under test and the corresponding state adjustment strategy. A state adaptation strategy display area is used to display the trigger controls for all state adaptation strategies. The training completion control is used to trigger the end of training based on the operation of the test object.

12. A storage medium, characterized in that, The storage medium stores a computer program adapted for loading by a processor to perform the steps of the nuclear power plant operator status assessment and adaptation method as described in any one of claims 1 to 7.

13. An electronic device, characterized in that, It includes a memory and a processor, wherein the memory stores a computer program, and the processor executes the steps of the nuclear power plant operator status assessment and adaptation method as described in any one of claims 1 to 7 by calling the computer program stored in the memory.

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