CN113535924A - Electric power information analysis device, system and method - Google Patents
Electric power information analysis device, system and method Download PDFInfo
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Abstract
The embodiment of the invention provides a power information analysis device, a system and a method, wherein the power information analysis device comprises an information acquisition module, an information extraction and analysis module, an information classification module and an intelligent output module; the information acquisition module is connected with the information extraction and analysis module and is used for acquiring the problem information and sending the problem information to the information extraction and analysis module; the information extraction and analysis module is connected with the information classification module and is used for accurately converting the problem information into professional information and sending the professional information to the information classification module; the information classification module is connected with the intelligent output module and used for classifying the professional information, counting the professional information to obtain a classification result and sending the classification result to the intelligent output module. The electric power information analysis device, the electric power information analysis system and the electric power information analysis method provided by the embodiment of the invention can intelligently make a training plan according to the actual requirements of electric power workers, and improve the training effect.
Description
Technical Field
The present invention relates to the field of power, and in particular, to a power information analysis apparatus, system, and method.
Background
The electric power industry is widely applied to various industries in China, is the basis of economic development in China, can ensure the normal development of society and the normal operation of people's life through the supply and safe transmission of electric power, and is also an important guarantee for long-term security in society.
In the power industry, power training is basic training of personnel, and work in the power industry is orderly and effectively carried out by systematically training basic knowledge of the personnel and a coping method when the personnel are expected to go out.
However, the existing power training is to perform systematic and comprehensive learning on personnel, so that the important and difficult points cannot be highlighted, training can be performed according to the weak points of the personnel, the power training effect is not obvious, and a large amount of learning time of the personnel is wasted.
Disclosure of Invention
The electric power information analysis device, the electric power information analysis system and the electric power information analysis method provided by the embodiment of the invention can intelligently make a training plan according to the actual requirements of electric power workers, and improve the training effect.
In a first aspect, an embodiment of the present invention provides an electric power information analysis apparatus, where the electric power information analysis apparatus includes an information acquisition module, an information extraction and analysis module, an information classification module, and an intelligent output module;
the information acquisition module is connected with the information extraction and analysis module and is used for acquiring problem information and sending the problem information to the information extraction and analysis module;
the information extraction and analysis module is connected with the information classification module and is used for accurately converting the problem information into professional information and sending the professional information to the information classification module;
the information classification module is connected with the intelligent output module and is used for classifying the professional information, counting the professional information to obtain a classification result and sending the classification result to the intelligent output module;
the intelligent output module is used for outputting a training plan according to the classification result, wherein the training plan comprises training duration and training items.
Optionally, the information extraction and analysis module includes a keyword extraction unit and a semantic analysis unit;
the keyword extraction unit is connected with the information acquisition module and the semantic analysis unit, and is used for receiving the question information, extracting keywords in the question information and sending the keywords to the semantic analysis unit;
the semantic analysis unit is connected with the information classification module and is used for accurately determining the keywords as the professional information and sending the professional information to the information classification module.
Optionally, the information classification module includes a processing unit, a plurality of intermediate processing units, and a classification unit;
the processing unit is connected with the semantic analysis unit and each intermediate processing unit, and is used for receiving the professional information and sending the professional information to the intermediate processing unit matched with the professional information;
each intermediate processing unit is connected with the classification unit and is used for receiving the professional information and counting the quantity of the professional information;
the classification unit is connected with the intelligent output module and used for matching the professional information in each intermediate processing unit with the quantity of the professional information in each intermediate processing unit to obtain a classification result and sending the classification result to the intelligent output module.
Optionally, the information classification module further includes a statistical unit;
the statistical unit is connected with the processing unit and the classifying unit, and is used for counting the total amount of the professional information received by the processing unit and controlling the classifying unit to send the classifying result to the intelligent output module when the total amount is greater than or equal to a set threshold value.
Optionally, the information classification module further includes a storage unit;
the storage unit is connected with the classification unit and is used for storing the classification result.
Optionally, the intelligent output module includes a display unit;
the display unit is used for displaying the training plan.
Optionally, the power information analysis apparatus provided in the embodiment of the present invention further includes a virus detection module;
the virus detection module is used for periodically detecting whether the electric power information analysis device is invaded by viruses or not and sending out an alarm prompt when the electric power information analysis device is detected to be invaded by the viruses.
Optionally, the power information analysis apparatus provided in the embodiment of the present invention further includes a power module;
the power supply module is connected with the information acquisition module, the information extraction and analysis module, the information classification module, the intelligent output module and the virus detection module;
the power module is used for supplying power to the information acquisition module, the information extraction and analysis module, the information classification module, the intelligent output module and the virus detection module.
In a second aspect, an embodiment of the present invention further provides an electric power information analysis system, where the electric power information analysis system includes the electric power information analysis device and the intelligent question-answering device provided in any embodiment of the present invention.
In a third aspect, an embodiment of the present invention provides an electric power information analysis method, where an information acquisition module is connected to an information extraction and analysis module, the information extraction and analysis module is connected to an information classification module, and the information classification module is connected to an intelligent output module;
the power information analysis method comprises the following steps:
the information acquisition module acquires problem information and sends the problem information to the information extraction and analysis module;
the information extraction and analysis module is used for accurately converting the problem information into professional information and sending the professional information to the information classification module;
the information classification module classifies the professional information and counts to obtain a classification result, and the classification result is sent to the intelligent output module;
the intelligent output module outputs a training plan according to the classification result, wherein the training plan comprises training time and training items.
The embodiment of the invention provides an electric power information analysis device, which is characterized in that problem information of electric power workers is obtained through a set information obtaining module and is sent to an information extraction and analysis module, the problem information is converted into professional vocabulary in the electric power field, namely professional information, the professional information is sent to an information classification module, the information classification module identifies the professional information and classifies the professional information, the number of the professional information in each class is counted to finally form a classification result, the classification result is sent to an intelligent output module, and the intelligent output module identifies, analyzes and formulates a training plan. The electric power information analysis device provided by the embodiment of the invention can intelligently make a training plan according to the actual requirements of electric power workers, and improve the training effect.
Drawings
Fig. 1 is a schematic structural diagram of an electric power information analysis apparatus according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of another power information analysis apparatus according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of another power information analysis apparatus according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of another power information analysis apparatus according to an embodiment of the present invention;
fig. 5 is a schematic flow chart of a power information analysis method according to an embodiment of the present invention.
Detailed Description
The embodiments of the present invention will be described in further detail with reference to the drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of and not restrictive on the broad invention. It should be further noted that, for convenience of description, only some structures, not all structures, relating to the embodiments of the present invention are shown in the drawings.
Fig. 1 is a schematic structural diagram of an electric power information analysis apparatus according to an embodiment of the present invention, and referring to fig. 1, the electric power information analysis apparatus includes an information acquisition module 110, an information extraction and analysis module 120, an information classification module 130, and an intelligent output module 140, the information acquisition module 110 is connected to the information extraction and analysis module 120, and the information acquisition module 110 is configured to acquire problem information and send the problem information to the information extraction and analysis module 120; the information extraction and analysis module 120 is connected to the information classification module 130, and the information extraction and analysis module 120 is configured to accurately convert the problem information into professional information and send the professional information to the information classification module 130; the information classification module 130 is connected with the intelligent output module 140, and the information classification module 130 is used for classifying the professional information, counting the professional information to obtain a classification result, and sending the classification result to the intelligent output module 140; the intelligent output module 140 is used for outputting a training plan according to the classification result, wherein the training plan comprises training duration and training items.
Specifically, the electric power information analysis apparatus provided by the embodiment of the present invention may form an electric power information analysis system with an intelligent question-answering apparatus, where the intelligent question-answering apparatus may answer questions of electric power workers, and the information obtaining module 110 in the electric power information analysis apparatus provided by the embodiment obtains the questions posed by the electric power workers when the electric power workers ask the intelligent question-answering apparatus, where the question information represents the questions posed by the electric power workers. The information extraction and analysis module 120 extracts and analyzes the problem information, and the problem information is accurate to professional information, and the professional information represents information described by professional vocabularies in the power field. The information classification module 130 classifies the professional information and counts the number of each category, for example, the problem presented by the power operator may relate to a meter reading problem, a power maintenance problem, a power measurement problem, and the like, and then the information classification module 130 classifies the problems related to meter reading, the power maintenance, the power measurement, and the like. The information classification module 130 classifies professional information, counts the number of each type, packages the number of the types and the number of the types to form a classification result, and sends the classification result to the intelligent output module 140, and the intelligent output module 140 formulates a training plan according to the classification result. The electric power information analysis device provided by the embodiment sets the training plan according to the questions of the electric power workers in work and the weak points of the electric power workers, so that the training is more beneficial to the study of the electric power workers, the professional skill knowledge corresponding to the electric power workers is improved, and the electric power workers can better serve the society.
The embodiment of the invention provides an electric power information analysis device, which is characterized in that problem information of electric power workers is obtained through a set information obtaining module and is sent to an information extraction and analysis module, the problem information is converted into professional vocabulary in the electric power field, namely professional information, the professional information is sent to an information classification module, the information classification module identifies the professional information and classifies the professional information, the number of the professional information in each class is counted to finally form a classification result, the classification result is sent to an intelligent output module, and the intelligent output module identifies, analyzes and formulates a training plan. The electric power information analysis device provided by the embodiment of the invention can intelligently make a training plan according to the actual requirements of electric power workers, and improve the training effect.
Optionally, fig. 2 is a schematic structural diagram of another power information analysis apparatus according to an embodiment of the present invention, and referring to fig. 2, the information extraction and analysis module 120 includes a keyword extraction unit 121 and a semantic analysis unit 122; the keyword extraction unit 121 is connected to the information acquisition module 110 and the semantic analysis unit 122, and the keyword extraction unit 121 is configured to receive the question information, extract a keyword in the question information, and send the keyword to the semantic analysis unit 122; the semantic analysis unit 122 is connected to the information classification module 130, and the semantic analysis unit 122 is configured to determine the keyword to be professional information and send the professional information to the information classification module 130.
Specifically, the keyword extracting unit 121 performs basic interpretation on the problem information, extracts keywords in the problem information, and sends the keywords to the voice analyzing unit 122, and the voice analyzing unit 122 performs accurate analysis according to the keywords and generates professional information.
Optionally, fig. 3 is a schematic structural diagram of another power information analysis apparatus according to an embodiment of the present invention, and referring to fig. 3, the information classification module 130 includes a processing unit 131, a plurality of intermediate processing units 132, and a classification unit 133; the processing unit 131 is connected to the semantic analysis unit 122 and each intermediate processing unit 132, and the processing unit 131 is configured to receive professional information and send the professional information to the intermediate processing unit 132 matched with the professional information; each intermediate processing unit 132 is connected with the classifying unit 133, and the intermediate processing units 132 are used for receiving professional information and counting the number of the professional information; the classifying unit 133 is connected to the intelligent output module 140, and the classifying unit 133 is configured to match the professional information in each intermediate processing unit 132 with the amount of the professional information in each intermediate processing unit 132 to obtain a classification result, and send the classification result to the intelligent output module 140.
Specifically, the processing unit 131 analyzes what kind of problem the professional information belongs to, and after the analysis, sends the professional information to the corresponding intermediate processing unit 132, the intermediate processing unit 132 receives the professional information and counts the number of all professional information contained in the current intermediate processing unit 132, and the classifying unit 133 matches the professional information in each intermediate processing unit 132 and the number of the professional information in each intermediate processing unit 132 and packages the matched professional information into the classification result, and sends the classification result to the intelligent output module 140.
Optionally, fig. 4 is a schematic structural diagram of another power information analysis apparatus according to an embodiment of the present invention, and referring to fig. 4, the information classification module 130 further includes a statistical unit 134; the statistical unit 134 is connected to the processing unit 131 and the classifying unit 133, and the statistical unit 134 is configured to count the total amount of the professional information received by the processing unit 131, and control the classifying unit 133 to send the classification result to the intelligent output module 140 when the total amount is greater than or equal to a set threshold.
Specifically, each time the processing unit 131 receives a professional information, the counting unit 134 increases by one based on the previous counting, and when the counting unit 134 counts that the total amount of the professional information received by the processing unit 131 exceeds or equals to the set threshold, the counting unit 134 controls the classifying unit 133 to send the classification result to the intelligent output module 140. The size of the set threshold can be two hundred pieces of professional information, and the set threshold has the following effects: the professional information is accumulated to a certain amount, so that the intelligent output module 140 can solve the problem of more electric power workers when the training plan is made, and if the training plan is made only by the number of the professional information being one digit, the learning effect of the electric power workers is not obvious and most of the electric power workers cannot be benefited.
Optionally, the information classification module further includes a storage unit; the storage unit is connected with the classification unit and used for storing classification results.
Specifically, the classification unit sends the classification result to the intelligent output module and also sends the classification result to the storage unit. After the classification unit sends the classification result to the storage unit, the classification unit clears the classification result to prevent the classification result from conflicting with the subsequent classification result, and after the classification unit sends the classification result to the storage unit, the processing unit clears the professional information in each intermediate processing unit and zeros the amount of the professional information counted by each intermediate processing unit.
Optionally, the intelligent output module includes a display unit; the display unit is used for displaying the training plan.
Specifically, the display unit can be an OLED display screen or a liquid crystal display screen, the display unit is used for displaying the training plan, and the electric power worker can view the training plan through the display unit.
Optionally, the power information analysis apparatus provided in this embodiment further includes a virus detection module; the virus detection module is used for periodically detecting whether the electric power information analysis device is invaded by virus or not and sending out an alarm prompt when the electric power information analysis device is detected to be invaded by the virus.
Specifically, in order to prevent the power information analysis device from being out of order due to virus intrusion, the power information analysis device provided in the embodiment of the present invention is provided with a virus detection module inside, so as to ensure that the training plan output by the power information analysis device is more accurate, and to improve the service life of the power information analysis device.
Optionally, the power information analysis apparatus provided in this embodiment further includes a power module; the power supply module is connected with the information acquisition module, the information extraction and analysis module, the information classification module, the intelligent output module and the virus detection module; the power supply module is used for supplying power to the information acquisition module, the information extraction and analysis module, the information classification module, the intelligent output module and the virus detection module.
Specifically, the power module includes a battery and a USB interface, the battery is connected to the USB interface, the battery may be a rechargeable battery, and the battery may be charged through the USB interface.
The present embodiment also provides an electric power information analysis system including the electric power information analysis device and the intelligent question-answering device provided in any embodiment of the present invention.
Specifically, the intelligent question answering device can answer questions of the electric power staff, and the electric power information analysis device can acquire the questions asked by the electric power staff while the electric power staff ask the questions of the intelligent question answering device.
The power information analysis system provided by the embodiment and the power information analysis device provided by any embodiment of the invention belong to the same inventive concept, have corresponding beneficial effects, and the technical details are not detailed in the embodiment, and the power information analysis device provided by any embodiment of the invention is detailed.
The embodiment also provides a power information analysis method, wherein the information acquisition module is connected with the information extraction and analysis module, the information extraction and analysis module is connected with the information classification module, and the information classification module is connected with the intelligent output module;
fig. 5 is a schematic flow chart of a power information analysis method according to an embodiment of the present invention, and referring to fig. 5, the power information analysis method according to the embodiment includes:
s210, the information acquisition module acquires the problem information and sends the problem information to the information extraction and analysis module.
S220, the information extraction and analysis module is used for accurately converting the problem information into professional information and sending the professional information to the information classification module.
And S230, the information classification module classifies the professional information, counts the professional information to obtain a classification result, and sends the classification result to the intelligent output module.
And S240, the intelligent output module outputs a training plan according to the classification result, wherein the training plan comprises training time and training items.
The power information analysis method provided by the embodiment and the power information analysis device provided by any embodiment of the invention belong to the same inventive concept, have corresponding beneficial effects, and the technical details are not detailed in the embodiment, and the power information analysis device provided by any embodiment of the invention is detailed.
It should be noted that the foregoing is only a preferred embodiment of the present invention and the technical principles applied. Those skilled in the art will appreciate that the embodiments of the present invention are not limited to the specific embodiments described herein, and that various obvious changes, adaptations, and substitutions are possible, without departing from the scope of the embodiments of the present invention. Therefore, although the embodiments of the present invention have been described in more detail through the above embodiments, the embodiments of the present invention are not limited to the above embodiments, and many other equivalent embodiments may be included without departing from the concept of the embodiments of the present invention, and the scope of the embodiments of the present invention is determined by the scope of the appended claims.
Claims (10)
1. The electric power information analysis device is characterized by comprising an information acquisition module, an information extraction and analysis module, an information classification module and an intelligent output module;
the information acquisition module is connected with the information extraction and analysis module and is used for acquiring problem information and sending the problem information to the information extraction and analysis module;
the information extraction and analysis module is connected with the information classification module and is used for accurately converting the problem information into professional information and sending the professional information to the information classification module;
the information classification module is connected with the intelligent output module and is used for classifying the professional information, counting the professional information to obtain a classification result and sending the classification result to the intelligent output module;
the intelligent output module is used for outputting a training plan according to the classification result, wherein the training plan comprises training duration and training items.
2. The power information analysis device according to claim 1, wherein the information extraction and analysis module includes a keyword extraction unit and a semantic analysis unit;
the keyword extraction unit is connected with the information acquisition module and the semantic analysis unit, and is used for receiving the question information, extracting keywords in the question information and sending the keywords to the semantic analysis unit;
the semantic analysis unit is connected with the information classification module and is used for accurately determining the keywords as the professional information and sending the professional information to the information classification module.
3. The apparatus of claim 2, wherein the information classification module comprises a processing unit, a plurality of intermediate processing units, and a classification unit;
the processing unit is connected with the semantic analysis unit and each intermediate processing unit, and is used for receiving the professional information and sending the professional information to the intermediate processing unit matched with the professional information;
each intermediate processing unit is connected with the classification unit and is used for receiving the professional information and counting the quantity of the professional information;
the classification unit is connected with the intelligent output module and used for matching the professional information in each intermediate processing unit with the quantity of the professional information in each intermediate processing unit to obtain a classification result and sending the classification result to the intelligent output module.
4. The power information analysis device according to claim 3, wherein the information classification module further includes a statistical unit;
the statistical unit is connected with the processing unit and the classifying unit, and is used for counting the total amount of the professional information received by the processing unit and controlling the classifying unit to send the classifying result to the intelligent output module when the total amount is greater than or equal to a set threshold value.
5. The power information analysis device according to claim 3, wherein the information classification module further includes a storage unit;
the storage unit is connected with the classification unit and is used for storing the classification result.
6. The power information analysis device according to claim 1, wherein the smart output module includes a display unit;
the display unit is used for displaying the training plan.
7. The power information analysis device according to claim 1, further comprising a virus detection module;
the virus detection module is used for periodically detecting whether the electric power information analysis device is invaded by viruses or not and sending out an alarm prompt when the electric power information analysis device is detected to be invaded by the viruses.
8. The power information analysis device according to claim 7, further comprising a power supply module;
the power supply module is connected with the information acquisition module, the information extraction and analysis module, the information classification module, the intelligent output module and the virus detection module;
the power module is used for supplying power to the information acquisition module, the information extraction and analysis module, the information classification module, the intelligent output module and the virus detection module.
9. An electric power information analysis system comprising the electric power information analysis device according to any one of claims 1 to 8 and an intelligent question-answering device.
10. The electric power information analysis method is characterized in that an information acquisition module is connected with an information extraction and analysis module, the information extraction and analysis module is connected with an information classification module, and the information classification module is connected with an intelligent output module;
the power information analysis method comprises the following steps:
the information acquisition module acquires problem information and sends the problem information to the information extraction and analysis module;
the information extraction and analysis module is used for accurately converting the problem information into professional information and sending the professional information to the information classification module;
the information classification module classifies the professional information and counts to obtain a classification result, and the classification result is sent to the intelligent output module;
the intelligent output module outputs a training plan according to the classification result, wherein the training plan comprises training time and training items.
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- 2021-07-27 CN CN202110849844.3A patent/CN113535924A/en active Pending
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| US8311863B1 (en) * | 2009-02-24 | 2012-11-13 | Accenture Global Services Limited | Utility high performance capability assessment |
| CN108734379A (en) * | 2018-04-03 | 2018-11-02 | 四川新网银行股份有限公司 | It is a kind of that Training Methodology on the line of differentiation is realized to contact staff |
| CN109165280A (en) * | 2018-09-13 | 2019-01-08 | 安徽倍思特教育科技有限公司 | A kind of information consulting system of educational training |
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