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Nian Zhang [3]Nianfeng Zhang [1]
  1.  4
    LPR-MLP: A Novel Health Prediction Model for Transmission Lines in Grid Sensor Networks.Yunliang Chen, Shaoqian Chen, Nian Zhang, Hao Liu, Honglei Jing & Geyong Min - 2021 - Complexity 2021:1-10.
    The safety of the transmission lines maintains the stable and efficient operation of the smart grid. Therefore, it is very important and highly desirable to diagnose the health status of transmission lines by developing an efficient prediction model in the grid sensor network. However, the traditional methods have limitations caused by the characteristics of high dimensions, multimodality, nonlinearity, and heterogeneity of the data collected by sensors. In this paper, a novel model called LPR-MLP is proposed to predict the health status (...)
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    Study on Supply Chain Considering Anticipated Regret Under Price Discount.Nian Zhang & Bin Li - 2020 - Complexity 2020:1-12.
    The aim of this study is to research the impact of consumer regrets on the supply chain caused by the company’s “discount promotion.” This paper introduces the theory of anticipated regret and price discount into the supply chain. By quoting the negative utility formula of consumers’ anticipated regret under price discount, it quantitatively describes the demand function of the original product and the discount product. The model under centralized and decentralized decision making is constructed, and revenue-sharing contract is adopted to (...)
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    Supply Chain Decision-Making and Coordination Considering Anticipated Regret Under Price Discount.Jie Jian, Huipeng Li, Nian Zhang & Jiafu Su - 2020 - Complexity 2020:1-14.
    The increasing homogeneous product market has made more competition among companies to focus on improving customers’ experience. In order to get more competitive advantages, companies often launch discount products to attract consumers. However, stimulated by discount products, the perception of anticipated regret is becoming stronger, which is an inevitable issue in front of companies with price discount strategy. Considering the impact of anticipated regret for discount products, this paper quantitatively describes the utility functions and deduces the demand functions of original (...)
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