Because they are key components of aircraft, improving the safety, reliability and economy of engines is crucial. To ensure flight safety and reduce the cost of maintenance during aircraft engine operation, a prognostics and health management system that focuses on fault diagnosis, health assessment, and life prediction is introduced to solve the problems. Predicting the remaining useful life is the most important information for making decisions about aircraft engine operation and maintenance, and it relies largely on the selection of performance (...) degradation features. The choice of such features is highly significant, but there are some weaknesses in the current algorithm for RUL prediction, notably, the inability to obtain tendencies from the data. Especially with aircraft engines, extracting useful degradation features from multisensor data with complex correlations is a key technical problem that has hindered the implementation of degradation assessment. To solve these problems, deep learning has been proposed in recent years to exploit multiple layers of nonlinear information processing for unsupervised self-learning of features. This paper presents a deep learning approach to predict the RUL of an aircraft engine based on a stacked sparse autoencoder and logistic regression. The stacked sparse autoencoder is used to automatically extract performance degradation features from multiple sensors on the aircraft engine and to fuse multiple features through multilayer self-learning. Logistic regression is used to predict the remaining useful life. However, the hyperparameters of the deep learning, which significantly impact the feature extraction and prediction performance, are determined based on expert experience in most cases. The grid search method is introduced in this paper to optimize the hyperparameters of the proposed aircraft engine RUL prediction model. An application of this method of predicting the RUL of an aircraft engine with a benchmark dataset is employed to demonstrate the effectiveness of the proposed approach. (shrink)

The increasing number of quick response code mobile payment users heralds the coming of a cashless society. However, the extent to which the coronavirus disease 2019 pandemic accelerated the adoption of QR code mobile payment has not been sufficiently researched. Based on social learning theory, this study models how external interaction with the environment has affected the internal appraisal and behavioral intention to adopt QR code mobile payment during COVID-19. Empirical results from 248 respondents revealed that perceived severity and social (...) influence positively affected the perception of utilitarian and health benefits of respondents, which in turn influenced the behavioral intention to use the QR code mobile payment. The theoretical contribution and managerial implications of this study are also discussed. (shrink)

本书包括: 绪论, 军事文化的形成与发展, 军事文化生态系统, 军事文化时空系统, 军事文化社会系统, 军事文化特质, 军事文化生产、传播、控制, 军事文化变迁, 先进军事文化建设战略, 军事文化现代化.

The objective of this study is to investigate the effects of emotional labor on job performance and satisfaction, as well as to examine the mediating effect of sleep problems and the moderating effects of personality traits. A time-lagged study was conducted on 864 health professionals. Scales for emotional labor, sleep, personality traits, and job satisfaction were used and job performance data was obtained from records maintained by human resources. Structural equation modeling was performed to investigate the relations. Sleep problems only (...) partially mediated the relationship between surface acting and job satisfaction but completely mediated the relationship between surface acting and job performance. Several personality traits were shown to moderate the relationship between surface acting and sleep problems. The effects were stronger for people with low agreeableness and high neuroticism. The relationship between high levels of deep acting and low levels of sleep problems was more pronounced in individuals with low extraversion. Supervisors should be conscious of emotional labor in the work context and provide necessary deep acting training to facilitate emotional regulation. (shrink)

Ben shu jie shao le gong zi zhen, wei yuan, yan fu, kang you wei, tan si tong, liang qi chao, chen tian hua, zhang bing lin deng wan qing si xiang jia de zhe xue si xiang.

內容簡介 本書探究清代中晚期理學思想，分為二編︰第一編探究嘉道時期尊崇程朱理學的方東樹及其族弟方宗誠理學思想。從方東樹對清考據學家的攻駁來看，雖發揮了一定的抗衡力量，但卻也同時使得理學中超越義的部分隱而不彰；方 宗誠則以契合「身心國家之實用」為學術價值的標準，從實用、濟世的角度予以兼容於其建構的理學系統之中，成為以經世為核心的新型態理學。第二編論析道咸時期宦遊於京師的士人在共同崇奉程朱思想的前提下所形成理學社 群及其相關學術活動，其一為「日課」，儒者定期會聚，將讀書、省察等修悟之事所載錄之日課相互批閱、論辯，作為進德修業工夫；其二為「纂輯」，劉廷詔《理學宗傳辨正》以纂述理學相關的學術史以鞏固程朱理學在道統傳 承的地位；其三為在經世視獄中對陸王心之批判學。本書企望能藉由此相關討論，更精確地呈現清代中晚期理學思想內涵。.

Ben shu yi Ming ru Li Cai de jiang xue huo dong yu xue pai jian gou wei zhong xin, tan tao cong shi liu shi ji chu dao shi qi shi ji mo li xue qun ti zhong xin xing xue shuo he xue pai de chan sheng, chuan bo, kuo zhan yu chuan cheng de mo shi, bing zhuo zhong cong si xiang shi de jiao du jie shi zhe zhong mo shi chan sheng he yun xing de (...) si xiang gen yuan yu nei zai dong li. Quan shu zheng wen gong qi zhang, zhu yao nei rong fen wei shang xia liang bian, shang bian yi hong guan zong lun de fang shi, cong li xue jing dian "Da xue" de wen ben bian dong he quan shi jing zheng qie ru, tan tao zhong wan Ming li xue xue shuo he xue pai jian gou de li lun gen ju; xia bian yi Li Cai de "zhi xiu" xue shuo ji qi jiang xue huo dong zuo wei ge an yan jiu, tan tao li xue xue shuo he xue pai de chuan bo ji chuan cheng de she hui hua tu jing. (shrink)

This study examines the influences of individual behaviour and organizational commitment towards the enhancement of Islamic Work Ethics at the Royal Malaysian Air Force. It involved 312 respondents of different backgrounds and the data were analysed using descriptive analysis and structural equation modelling analysis. The results show that both individual behaviour and organizational commitment have significantly correlated with the enhancement of IWE. The findings could help managers especially of multinational corporations operating in Muslim countries to enhance the company performances by (...) instituting elements of IWE in their organizations. This can be done by promoting the understanding of IWE and providing a conducive environment to practice it. (shrink)

Ben shu li zu yu si xiang zheng zhi jiao yu de xue ke shi jiao, ba xian Qin ru jia jiao hua si xiang shi wei yi ge guo cheng he xi tong, jiang yi ge xiang dui wan zheng de, xi tong de xian Qin ru jia "jiao hua" si xiang li ti shi de cheng xian chu lai; bing li zu yu dang dai she hui de xian dai xing jiao hua kun jing wen ti, ji ji (...) cong xian Qin ru jia jiao hua si xiang zhe yi "chuan tong" zhong xun qiu jie jue zhi dao, li tu chan fa xian Qin ru jia jiao hua si xiang de dang dai zhuan hua wen ti. (shrink)

001. 인간의 본질 002. 한민족과 전통사상 003. 민주주의 004. 현대사회와 직업윤리 005. 산업사회와 환경윤리 006. 북한체제의 신 정치이념 007. 민족통이론.

In the Shuowen, one of the earliest comprehensive character dictionaries of ancient China, when discussing where the Chinese characters derive their structural components, Xu Shen proposed the dual constitutive principle of “adopting proximally from the human body, and distally from things around.” This dual emphasis of “body” and “things around” corresponds largely to the phenomenological issues of body or corporeality on the one hand, and lifeworld on the other. If we borrow Heidegger’s definition of Dasein as Being-in-the world, we can (...) easily arrive at a reformulation of Xu Shen’s constitutive principle of the Chinese script as one that concerns “bodily Dasein.” By looking into various examples of script tokens we can further elaborate on how the Chinese make use not only of the body in general but various body parts, and how they differentiate their life world into material nature, living things, and a multifaceted world of equipment in forming a core basis of Chinese characters/components, upon which further symbolic manipulation such as “indication”, “phonetic borrowing”, semantic combination, and “annotative derivation”, etc. can be based. Finally, examples will be cited to show how in the Chinese scripts the human body might interact with other’s bodies or with “things around” in various ways to cover the social, environmental, ritual, technical, economical, and even intellectual aspects of human experience. Bodily Dasein, so to speak, provides us with a new perspective of understanding and appreciating the entire scope of the Chinese script. (shrink)

Neurofeedback is a complex learning scenario, as the task consists of trying out mental strategies while processing a feedback signal that signifies activation in the brain area to be self-regulated and acts as a potential reward signal. In an attempt to dissect these subcomponents, we obtained whole-brain networks associated with efficient self-regulation in two paradigms: parallel, where the task was performed concurrently, combining feedback with strategy execution; and serial, where the task was performed consecutively, separating feedback processing from strategy execution. (...) Twenty participants attempted to control their anterior midcingulate cortex using functional magnetic resonance imaging NF in 18 sessions over 2 weeks, using cognitive and emotional mental strategies. We analyzed whole-brain fMRI activations in the NF training runs with the largest aMCC activation for the serial and parallel paradigms. The equal length of the strategy execution and the feedback processing periods in the serial paradigm allows a description of the two task subcomponents with equal power. The resulting activation maps were spatially correlated with functionally annotated intrinsic connectivity brain maps. Brain activation in the parallel condition correlates with the basal ganglia network, the cingulo-opercular network, and the frontoparietal control network ; brain activation in the serial strategy execution condition with the default mode network, the FPCN, and the visual processing network; while brain activation in the serial feedback processing condition predominantly with the CON, the DMN, and the FPCN. Additional comparisons indicate that BG activation is characteristic to the parallel paradigm, while supramarginal gyrus and superior temporal gyrus activations are characteristic to the serial paradigm. The multifaceted view of the subcomponents allows describing the cognitive processes associated with strategy execution and feedback processing independently in the serial feedback task and as combined processes in the multitasking scenario of the conventional parallel feedback task. (shrink)

Because of the rising labor costs and the trade impact after joining the World Trade Organization, the textile industry in Taiwan has encountered many operational and production problems and obstacles. In addition, the lack of knowledge and resources for the digital transformation required to improve business performance has led to poor production and decision-making efficiency, and stagnant R&D for textile product innovation. In order to improve business operations, enhance customer satisfaction and experience, increase efficiency and reduce manual error, this study (...) was conducted with senior executives and company managers in Taiwan’s textile industry as the target population. The knowledge, technological resources, and competitive pressure of digital transformation are the independent variables. The organizational innovation atmosphere is the moderating variable. The study analyzes the impact of digital transformation on the intention of enterprises. The results of the study show that the knowledge of digital transformation, technological resources, and the competitive pressure of the textile industry positively and significantly affect their perceived benefits of digital transformation. Digital transformation knowledge, technological resources, and competitive pressure will negatively and significantly affect the perceived risk of digital transformation. The perceived benefits and risks of digital transformation are related to the intention of digital transformation of enterprises. The organizational innovation atmosphere of the textile industry positively moderates the influence of perceived benefits on digital transformation intention. Finally, based on the research findings, this study provides practical recommendations to senior executives and company managers in the textile industry. It is also recommended to promote the digital transformation of related software and hardware vendors and government agencies, as well as the subsequent related research reference. (shrink)

The objective of this research is to investigate the effects of corporate governance scores and environmental, social, and governance scores (ESG) on firms’ cost of capital in emerging countries. The sample consists of 800 firm-year observations collected from Thomson Reuters. We analyze the data using panel-corrected standard errors (PCSE) regressions, which correct for heteroskedasticity issues and contemporaneous errors in the data. When moderated with emerging market variable, our findings indicate that in the financial sector, corporate governance and ESG score is (...) negatively associated with cost of capital. Nonetheless, in the nonfinancial sector, no evidence is found on the effect of corporate governance and ESG on cost of capital. Our findings indicate that emerging countries, different institutional, ownership, and legal structural has an effect on corporate governance and ESG implementation. (shrink)

In this study, the levels of knowledge, awareness, and acceptance of research misconduct were investigated among the Pharmacy academics and students in Malaysia. A cross-sectional study using an online questionnaire was carried out. A total of 393 pharmacy academics and students in Malaysia were involved. Perceived research misconduct, as defined in this study as the perception of any research misconduct performed or observed by the respondents at their institution, was captured and further analyzed. The data was analysed using PLS-SEM to (...) assess the hypotheses which were formulated prior to the survey. The findings show that there is a statistically significant positive relationship between the awareness of terminologies regarding research misconduct and perceived research misconduct in the workplace of respondents. However, the acceptance of unethical practices in research demonstrates a negative correlation with perceived research misconduct. Knowledge and awareness regarding research misconduct have no statistically significant relationship with perceived research misconduct in this study. Both awareness of terminologies and acceptance of unethical practices explained a 10.8% variance in perceived research misconduct. Therefore, our study indicates that the awareness, knowledge, and acceptance of research misconduct might not be the main predictors of questionable conduct of research among pharmacy academics and students. Future study on the relationship between other factors which might contribute to research misconduct is highly recommended to investigate the significant contributing factors of irresponsible conduct of research among the Pharmacy academics and students in Malaysia. (shrink)

Die beiden Begriffe „Subjekt“ und „Person“ repräsentieren zwei verschiedene Weisen, wie der abendländische Mensch zum Verständnis seines eigenen „Selbst“ gelangt. Während „Subjekt“ auf eine Selbstzentrierung hindrängt, bedeutet „Person“ von Anfang an eine „selbst-lose“ Einfühlung in den Anderen. Nach der Explikation dieser beiden Schlüsselbegriffe sollen einige weiterführende Reflexionen auf das Problem des „Selbst“ aus der Sicht der chinesischen Philosophie sichtbar machen, wie das Problem von einer post-europäischen Perspektive aus betrachtet werden kann.

Die beiden Begriffe „Subjekt“ und „Person“ repräsentieren zwei verschiedene Weisen, wie der abendländische Mensch zum Verständnis seines eigenen „Selbst“ gelangt. Während „Subjekt“ auf eine Selbstzentrierung hindrängt, bedeutet „Person“ von Anfang an eine „selbst-lose“ Einfühlung in den Anderen. Nach der Explikation dieser beiden Schlüsselbegriffe sollen einige weiterführende Reflexionen auf das Problem des „Selbst“ aus der Sicht der chinesischen Philosophie sichtbar machen, wie das Problem von einer post-europäischen Perspektive aus betrachtet werden kann.

: Whilst the recent electoral performance of Parti Islam seMalaysia and Pertubuhan Kebangsaan Melayu Bersatu in Terengganuhas generated much interest, there are lack of studies over the involvementand motivations of the most committed party players; the grassrootsparty activists. PAS and UMNO are strongly supported by committed andextraordinary party members at the grassroots level who devote their time,money, effort, and energy to ensure the party they support wins elections andremains relevant. Unlike other professions, they are working for the party on afull-time (...) basis yet receive no specific income from the party. Their uniquenesshas directed this study to examine the factors which influence them to becomepolitical party activists. This study interviewed thirty-two party activists whowere selected using the purposive sampling technique, and the data was thenthematically analyzed through the content analysis method. Combining theCivic Voluntarism Model and the General Incentives Model into a frameworkto understand factors that motivate informants’ political party activism. Thisstudy discovered five major factors which include the ideology of the party,religious beliefs, defending ethnic supremacy, parental influence, significantpolitical events and educational institutions. This study also academicallydefies the common perception that party activists enjoy material rewards byvirtue of their party activism. (shrink)

《孟子仁义思想研究》一书由万光军博士在学位论文的基础上修改而成. 该书以孟子的仁义思想为重点, 对孟子的思想作了较为系统的研究. 作者首先将孟子放在儒学发展的历史过程中加以考察, 追溯了孟子仁义思想的历史源头, 并从先秦思想的演化过程中, 对孟子仁义思想作历史的定位.--.

This chapter provides the biography of Friedrich Wilhelm Joseph Schelling and describes his particular thoughts on musical philosophy. Schelling was born in Leonberg on January 27, 1775. In his final years, he continued to lecture at the Prussian Academy of Sciences. Schelling divided art into real and ideal, according to whether they manifested the objective, physical aspect or the subjective, spiritual aspect. His ideas about music as a formative art became influential only after the posthumous publication of Philosophy of Art. (...) The contradiction between the ideal and the real was the basic pattern of Philosophy of Art. Schelling's music-aesthetical reflections can be comprehended as the attempt to do away with music's lack of aesthetic legitimacy. His Philosophy of Art attracted little notice among a broader public that had already turned its attention toward an aesthetic that was more strongly indebted to positivism. (shrink)