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19 October 2023 Sensing information collection and virtualization construction of smart scenarios of power grid infrastructure
Bingqian Chen, Yan Yan, Chunli Wang, Xilong Chen, Xiaomin Chen
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Proceedings Volume 12709, Fourth International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2023); 1270927 (2023) https://doi.org/10.1117/12.2684558
Event: Fourth International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2023), 2023, Nanjing, China
Abstract
In the management of power grid infrastructure construction projects, the management of construction sites plays a very important role. At present, the company's construction site management business lacks supporting management tools and software, and it is difficult to achieve timely adjustment of the current construction with traditional evaluation methods. To this end, this paper studies the sensing information collection and virtualization construction of smart grid infrastructure scenarios. This paper establishes an objective and intelligent evaluation index system, pure evaluation standards and evaluation methods, and introduces and evaluates the impact on construction, which can improve the efficiency of construction and has very important practicability. Experiments show that the BiLSTM+CRF model using the word embedding vector as input can effectively capture long-distance semantic dependencies, which can not only improve the accuracy of named entity recognition, but also greatly reduce the training time of the neural network model. It shows better performance in mining tasks.
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Bingqian Chen, Yan Yan, Chunli Wang, Xilong Chen, and Xiaomin Chen "Sensing information collection and virtualization construction of smart scenarios of power grid infrastructure", Proc. SPIE 12709, Fourth International Conference on Artificial Intelligence and Electromechanical Automation (AIEA 2023), 1270927 (19 October 2023); https://doi.org/10.1117/12.2684558
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KEYWORDS
Power grids
Internet of things
Project management
Risk assessment
Education and training
Mathematical modeling
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