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 (...) of the power grid sensor network. The LPR-MLP model consists of two parts: local binary pattern, principal component analysis, and ReliefF are used to process image data and meteorological and mechanical data and the multilayer perceptron method is then applied to build the prediction model. The results obtained from extensive experiments on the real-world data collected from the online system of China Southern Power Grid demonstrate that this new LPR-MLP model can achieve higher prediction accuracy and precision of 86.31% and 85.3%, compared with four traditional methods. (shrink)
A fundamental way in which human thought has developed has been constantly to explain the earliest "classics" that are the source of that thought. All in all, the number of such classics is not very high, their explanations are past counting. Moreover, they are constantly increasing, giving rise to an explanatory chain deriving from the classics. In the development of Chinese philosophy, this aspect is particularly noticeable, so that one can describe Chinese philosophy as a continual explanation of the classics. (...) This holds for both Confucianism and Daoism. The main classics of Daoism are the Laozi and the Zhuangzi. These two works have been constantly reread and reinterpreted throughout history. From the late nineteenth century onward, Chinese philosophy came into closer contact with Western philosophy. Foreign concepts were brought in to provide philosophers with new "insight." Some thinkers applied this new insight or these foreign concepts to the Daoist classics. In this way, they brought a new explanation of the Daoist classics and enriched the ways of interpreting the texts.1 Paving the way in this direction were Yan Fu. Zhang Taiyan, Liang Qichao, Wang Guowei, and Hu Shi. (shrink)
A fundamental way in which human thought has developed has been constantly to explain the earliest "classics" that are the source of that thought. All in all, the number of such classics is not very high, their explanations are past counting. Moreover, they are constantly increasing, giving rise to an explanatory chain deriving from the classics. In the development of Chinese philosophy, this aspect is particularly noticeable, so that one can describe Chinese philosophy as a continual explanation of the classics. (...) This holds for both Confucianism and Daoism. The main classics of Daoism are the Laozi and the Zhuangzi. These two works have been constantly reread and reinterpreted throughout history. From the late nineteenth century onward, Chinese philosophy came into closer contact with Western philosophy. Foreign concepts were brought in to provide philosophers with new "insight." Some thinkers applied this new insight or these foreign concepts to the Daoist classics. In this way, they brought a new explanation of the Daoist classics and enriched the ways of interpreting the texts.1 Paving the way in this direction were Yan Fu . Zhang Taiyan , Liang Qichao , Wang Guowei , and Hu Shi. (shrink)
At the twenty-second World Congress of Philosophy held in Seoul, Korea, from July 29 to August 5, 2008, a panel was convened to debate the ideas for a "democracy with Confucian characteristics'' in Daniel A. Bell's Beyond Liberal Democracy (Princeton: Princeton University Press, 2006). While all participants welcome the attempt to remedy the shortcomings of liberal democracy with Confucian teachings, Fred Dallmayr worries that Bell's political thinking for an East Asian context may "point beyond democracy tout court/' For Sor-hoon Tan, (...) Bell's chapter 6, "Taking Elitism Seriously: Democracy with Confucian Characteristics" may not be so much an alternative to liberalism as it is a challenge to the democratic value of equality that overlooks the dangers of an imperfect meritocracy. Chenyang Li, on the other hand, approaches Bell's proposal of combining a Confucianism-inspired Upper House of Talent and Virtue selected through competitive examinations with a lower house of democratically elected representatives from the concern that it surrenders the Confucian requirement of virtuous leadership. This feature review also concludes with a spirited reply from Daniel Bell. (shrink)
In (2011) McLeod suggested that the first century Chinese philosopher Wang Chong 王充 may have been a pluralist about truth. In this reply I contest McLeod's interpretation of Wang Chong, and suggest "quasi-pluralism" (albeit more as an alternative to pluralism than as an interpretation of Wang Chong), which combines primitivism about the concept of truth with pluralism about justification.
Within various contexts, such as politics and parenting, Confucianism has been criticized on the basis that it endorses ‘unquestioning obedience’ to authorities. In recent years, several philosophers have argued against this view by appealing to textual evidence from Classical Confucian philosophers. In this essay, I examine Wang Yangming’s views on this subject, arguing that Wang teaches that criticism of those who stand in a socially superior role relation is not only permitted, but encouraged. From this, I consider the (...) implications that Wang’s analysis has for contemporary discussions of disagreement between epistemic superiors and inferiors and epistemic peerhood. I will argue that Wang’s position is much closer to the total evidence view than the preemptive view. Relatedly, I will suggest that Wang provides a novel proposal about how to recognise or disregard epistemic ‘superiors’, especially in the context of moral knowledge. (shrink)
In Mao’s era, China’s policy makers and intellectuals viewed aesthetic experience and thought as handmaidens in the service of the political order. As China opened up and engaged more intensely with modern traditions of the West, aesthetic thinkers such as Li Zehou critiqued the subordinated role of aesthetics and reasserted notions of aesthetic autonomy and liberal humanism, calling for the separation of arts and literature from political, social, and moral concerns. This truncated aesthetic view stems from a modernist version of (...) Western aesthetics that favors sense and sensibility as the sole sources of aesthetic value—a view that considerably diminishes the horizon of concerns inherent in traditional and modern Chinese aesthetic thoughts. This article seeks to recapture a repoliticized aesthetics by considering the ways early twentieth-century Chinese thinkers linked aesthetic thoughts to moral and political considerations in the reconstruction of China as a modern nation-state. Instead of transcendent, pure aesthetics over and above political processes and social experience, prominent aesthetic thinkers like Wang Guowei, Cai Yuanpei, and Lu Xun invoked traditional Chinese aesthetic legacies and reconsidered intimate and necessary ties between aesthetic categories and broader concerns about cultural crises, moral reform, and nation building. (shrink)
