Yuting Yan

Ivy Oracle: A Robust and Time-Trustworthy Data Feed Framework for Smart Contracts

Hanyang Xie, Yuting Yan, Xu Yao, Kun Zhang et autres

Smart contracts rely on blockchain oracles to access off-chain data, yet existing oracle designs often face challenges such as untrustworthy data sources, weak temporal guarantees, and limited verifiability. This work presents Ivy Oracle, a robust and time-trustworthy data feed framework that enhances …

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Method for Power Grid Digital Operation Data Integration Based on K-Medoids Clustering with Support for Real-Time Cross-Modal Applications

Yuting Yan, Hanyang Xie, Liang Chen, Wen You et autres

Data in power grid digital operation exhibit multisource heterogeneous characteristics, resulting in low integration efficiency and slow anomaly detection response. To address this, this paper proposes a method for power grid digital operation data integration based on K-medoids clustering. The basic service …

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Active load forecasting based on hybrid ensemble learning framework considering active-reactive coupling

Chen Li, Xinyuan Hu, Yuting Yan, Haowen Liang et autres

Conventional load forecasting methods face dual challenges in handling time-frequency modal interference and neglecting active-reactive power interdependencies under increasingly stochastic loading conditions. This study develops a CEEMDAN-BiLSTM-Adaboost composite framework that explicitly incorporates active-reactive coupling characteristics. The methodology initiates with Complete Ensemble Empirical …

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Mixed precision quantization based on information entropy

Ting Qin, Zhao Li, Jiaqi Zhao, Yuting Yan et autres

Mixed precision quantization represents a sophisticated technique that markedly diminishes a system's computational and memory demands by reducing the bit width of the model. However, in practical applications, an improper allocation strategy can fail to leverage the advantages of quantization and lead …

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Evaluation of industry-university-research innovation efficiency in colleges and universities and its impact on provincial innovation——Based on the Malmquist index and grey management model

Yu Ding, Yinan Chen, Yuting Yan

Taking science and engineering universities and humanities universities in 31 provinces as the main research subject, this paper uses the Malmquist index and gray management model to measure and evaluate the changes of industry-university-research innovation efficiency in colleges and universities i

Decentralized Wind Power Forecasting Method Based on Informer

Wei Li, Yuting Yan, Su Shi, Hao Bai et autres

Background: Improving the accuracy of decentralized wind power forecasting has become an important means to ensure the safe and stable operation of the power grid. Traditional prediction methods cannot meet the requirements of precise wind power prediction for long time series Methods: …

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Peak Shaving Potential of Residential Areas Considering Energy Consumption Characteristics

Yuting Yan, Zihao Zhang

In order to formulate a reasonable time of use (TOU) power price to maximize the ability of users to participate in peak-shaking demand response projects, it is necessary to further study the impact of TOU price mechanism on residents' peak-shaking potential. Therefore, …

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Cooling, Heating and Electrical Load Forecasting Method for Integrated Energy System based on SVR Model

Yuting Yan, Zi-Hao Zhang

In order to further reduce environmental pressure and promote the integration of renewable generation, integrated energy system (IES) has become a promising way of energy consumption. The economic dispatch and optimal operation of the IES rely on accurate load forecasting. In this …

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Classification for Text Data from the Power System Based on Improving Naive Bayes

Guixin Liang, Yuting Yan, M. Wang, Xiliang Lian et autres

After years of operation of the power system, a large amount of text data has been accumulated, and it is particularly important to analyze them such as the violation data. In this context, this paper introduced a novel classification method, Improving Naive …

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Comprehensive Technical and Economic Evaluation of Regional Terminal Energy Systems

Yuting Yan, Zihao Zhang

With the depletion of traditional fossil energy, low efficiency and unsustainable production, traditional energy has shown many shortcomings. A regional terminal energy system (RTES) can improve the comprehensive utilization efficiency of energy, promote the development of renewable energy, and meet the needs …

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