Automatic Panorama Generating of substations with Primary and Secondary Equipment

Liang, Sheng; Fang, Wenchong; Libin, Gu; Zhang, Wen; Zhang, Lei; Tang, Yixuan; Li, Yonggang

doi:10.1109/imcec46724.2019.8984111

Cited by 1 publication

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“…This paper uses a sample set consisting of 10 3 -10 4 distribution grid financial system data points collected for the purpose of identifying and cleaning anomalous financial data. The financial data points used are sourced from the transaction data and financial books of five departments in the distribution network financial system of a certain power supply company of the State Grid Corporation of China from January to March 2017 (Shouyu et al, 2019). To further validate the efficiency of the proposed algorithm in this paper, a comparative analysis is conducted with two existing algorithms for identifying and cleaning anomalous data: the quartile algorithm and the traditional LOF algorithm.…”

Section: Analysis Of Anomalous Data Identification and Cleaning Perfo...mentioning

confidence: 99%

Lean resource management and reliable interaction for a low-carbon-oriented new grid

Liu

2024

Front. Energy Res.

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The lean resource management and reliable interaction of massive data are important components of a low-carbon-oriented new grid. However, with a high proportion of distributed low-carbon resources connected to a new grid, issues such as data anomalies, data redundancy, and missing data lead to inefficient resource management and unreliable interaction, affecting the accuracy of power grid decision-making, as well as the effectiveness of emission reduction and carbon reduction. Therefore, this paper proposes a lean resource management and reliable interaction framework of a middle platform based on distributed data governance. On this basis, a distributed data governance approach for the lean resource management method of the middle platform in the low-carbon new grid is proposed, which realizes anomalous data cleaning and missing data filling. Then, a data storage and traceability method for reliable interaction is proposed, which prevents important data from being illegally tampered with in the interaction process. The simulation results demonstrate that the proposed algorithm significantly enhances efficiency, reliability, and accuracy in anomalous data cleaning and filling, as well as data traceability.

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Section: Analysis Of Anomalous Data Identification and Cleaning Perfo...mentioning

confidence: 99%

Lean resource management and reliable interaction for a low-carbon-oriented new grid

Liu

2024

Front. Energy Res.

View full text Add to dashboard Cite

show abstract

Automatic Panorama Generating of substations with Primary and Secondary Equipment

Cited by 1 publication

References 1 publication

Lean resource management and reliable interaction for a low-carbon-oriented new grid

Lean resource management and reliable interaction for a low-carbon-oriented new grid

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