Electric power system operation data visualization system and method based on digital twinning technology
A technology of power system and operation data, applied in the field of smart grid, can solve the problems that operation data presentation and fault feedback are not intuitive enough, and it is difficult to directly reflect the actual operation status of construction facilities, so as to improve the efficiency of operation and maintenance and improve the degree of integration. Effect
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Embodiment 1
[0030] This embodiment proposes a power system operation data visualization system based on digital twin technology, such as figure 1 As shown in , it is a schematic structural diagram of the power system operation data visualization system of this embodiment.
[0031] The power system operation data visualization system based on digital twin technology proposed in this embodiment includes a data acquisition module 1, a control module 2, a digital twin model building module 4 and a display module 5, wherein the control module 2 communicates with the data acquisition module 1 connection; the control module 2 is provided with a machine learning module 3, and the machine learning module 3 is preset with an operation data analysis algorithm, a power system operation status recognition algorithm, and an operation data change prediction algorithm; the input terminal of the digital twin model building module 4 is connected to the control The output terminal of module 2 is connected; ...
Embodiment 2
[0039] This embodiment is improved on the basis of a power system operation data visualization system based on digital twin technology proposed in embodiment 1. Such as image 3 As shown in , it is a schematic structural diagram of the power system operation data visualization system of this embodiment.
[0040] In the power system operation data visualization system based on digital twin technology proposed in this embodiment, the machine learning module 3 includes a monitoring and analysis unit 31, a predictive analysis unit 32 and a training unit 33, wherein the monitoring and analysis unit 31 is preset with operating data The analysis algorithm, the power system operation status identification algorithm, and the prediction analysis unit 32 are preset with an operation data change prediction algorithm.
[0041] In the specific implementation process, the control module 2 is connected to the data acquisition module 1 through communication, and the operating data collected b...
Embodiment 3
[0046] This embodiment proposes an operation data visualization method based on digital twin technology, which is applied to the operation data visualization system based on digital twin technology proposed in the above-mentioned embodiment 1 or embodiment 2. Such as Figure 4 As shown, it is a flow chart of the operation data visualization method based on the digital twin technology of this embodiment.
[0047] In the operation data visualization method based on digital twin technology proposed in this embodiment, it specifically includes the following steps:
[0048] S1: The data acquisition module 1 collects the operating data of the power system in real time, and then sends it to the control module 2 through wireless communication technology;
[0049] S2: The control module 2 retrieves the operation data analysis algorithm, the power system operation status recognition algorithm and the operation data change prediction algorithm from the machine learning module 3, and app...
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