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基于全影响因素的轧钢加热炉板坯单耗预测
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作者 杨筱静 段毅 +4 位作者 何胜方 包向军 陈光 张璐 陆彪 《冶金能源》 北大核心 2024年第3期14-18,共5页
板坯实际生产过程中单耗计算受原料和燃料条件、操作工艺、钢种等因素影响,且各因素与板坯单耗之间的映射关系较为复杂。文章采用BP神经网络建立板坯单耗预测模型,以板坯加热炉实际生产数据为研究对象,加热过程中涉及的全部影响因素共1... 板坯实际生产过程中单耗计算受原料和燃料条件、操作工艺、钢种等因素影响,且各因素与板坯单耗之间的映射关系较为复杂。文章采用BP神经网络建立板坯单耗预测模型,以板坯加热炉实际生产数据为研究对象,加热过程中涉及的全部影响因素共17项作为输入变量,建立板坯单耗计算预测模型。结合试错法确定合理的BP神经网络结构为:输入层节点数为17,隐藏层节点数为10,输出层节点数为1。预测结果显示单耗预测值与实际值趋势一致,预测均方根误差仅为0.181 GJ/t,模型整体精度可达92.06%。 展开更多
关键词 加热炉 BP神经网络 板坯 全影响因素 单耗 预测模型
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Empirical Test of Determinants of Accepting Mobile Payment 被引量:1
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作者 Zhang Aihua Yue Xing Zheng Mingxing 《China Communications》 SCIE CSCD 2012年第7期127-141,共15页
From a global perspective, the develop ment of 3G services in China is quite different from other countries. The factors that influence users' adoption of mobile payment are worth ex ploring. This study employs the T... From a global perspective, the develop ment of 3G services in China is quite different from other countries. The factors that influence users' adoption of mobile payment are worth ex ploring. This study employs the Technology Ac ceptance Model (TAM) to examine determinant factors affecting consumers' acceptance intentions of mobile payment. We adopt Hofstede's cultural dimensions as moderators to extend the TAM model for exploring the impact of uncertainty a voidance on mobile payment acceptance. 展开更多
关键词 mobile payment HOFSTEDE TAM uncertainty avoidance
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Impact of Regional Development on Carbon Emission: Empirical Evidence Across Countries 被引量:8
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作者 LI Guoping YUAN Yuan 《Chinese Geographical Science》 SCIE CSCD 2014年第5期499-510,共12页
Global warming is recently an urgent issue worldwide. The increase of carbon emissions induced by human economic activi- ties has become a major driving force behind global climate change. Thus, as a matter of social ... Global warming is recently an urgent issue worldwide. The increase of carbon emissions induced by human economic activi- ties has become a major driving force behind global climate change. Thus, as a matter of social responsibility, reasonable carbon con- straints should be implemented to ensure environmental security and sustainable development for every country. Based on a summary of studies that examined the relationship between carbon emissions and regional development, this paper shows that human activity-led carbon emission is caused by the combination of several influencing factors, including population size, income level, and technical pro- gress. Thus, a quantitative model derived from IPAT-ImPACT-Kaya series and STIRPAT models was established. Empirical analysis using multivariate nonlinear regression demonstrated that the origins of growing global carbon emission included the increasing influ- encing elasticity of the population size and the declining negative effect of technical progress. Meanwhile, in context of classification of country groups at different income levels, according to the comparison of fluctuating patterns of the influencing elasticity, technical progress was found as the main factor influencing carbon emission levels in high-income countries, and population size might he the controlling factor in middle-income countries. However, for low-income countries, the nonlinear relationship between carbon emission and its influencing factors was not significant, whereas population growth was identified as an important potential driving force in future carbon emissions. This study can therefore provide a reference for the formulation of policies on carbon constraints, especially to de- velop more efficient carbon mitigating policies for countries at different income levels. 展开更多
关键词 carbon emission regional development population size income level technical progress
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Exploration of Factors Influencing Oolong Quality and Control Technology in Anxi County
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作者 翁城武 李亦军 黄炜娟 《Agricultural Science & Technology》 CAS 2014年第8期1400-1402,共3页
In the research, harmful substances to oolong in Anxi were introduced and production environment, agricultural residual, heavy metal and rare earth ele-ments of oolong in Anxi were analyzed. Furthermore, the factors i... In the research, harmful substances to oolong in Anxi were introduced and production environment, agricultural residual, heavy metal and rare earth ele-ments of oolong in Anxi were analyzed. Furthermore, the factors influencing oolong quality were explored, and the control measures for guaranteeing oolong safety were proposed. 展开更多
关键词 Oolong Quality safety Influential factors Control measures
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A Review of Effects of Heat Stress on Substance and Energy Metabolism in Muscle 被引量:1
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作者 Shiyong WU Zhi FANG +2 位作者 Bo XUE Longzhou LIU Ye YANG 《Agricultural Science & Technology》 CAS 2015年第5期1011-1013,共3页
Environmental temperature is a major factor affecting animal performance in South China. With global warming, heat stress will become more and more serious. This paper reviewed the effects of heat stress on metabolism... Environmental temperature is a major factor affecting animal performance in South China. With global warming, heat stress will become more and more serious. This paper reviewed the effects of heat stress on metabolism of proteins, glucose, fat and energy in skeletal muscle and related mechanisms so as to provide theoretical guidance for alleviating heat stress and improving production performance of animal suffering from heat stress. 展开更多
关键词 Heat stress MUSCLE Substance metabolism Energy metabolism
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Analysis on Influence Factors and Reduction Ways of Automotive Safety Cost
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作者 Jin Wang Mingfei Mu 《International Journal of Technology Management》 2014年第12期122-124,共3页
The paper introduces automotive safety cost formula, which defines the concept of private costs, technology costs and social costs and analyzes the impact of economic externalities in individual purchase decisions on ... The paper introduces automotive safety cost formula, which defines the concept of private costs, technology costs and social costs and analyzes the impact of economic externalities in individual purchase decisions on urban traffic safety in the private costs and discusses the concept of hard and soft technology and its function to improve vehicle safety. Take people, vehicles and the environment as the main line and points out the promoting role of the relevant state departments, policy, research institutions and transportation infrastructure in the social cost for the entire transportation system security. Finally, about the security of car crash in low speed on urban roads, the paper gives some recommendations as for private costs, technology costs and social costs factor. 展开更多
关键词 Influence Factors Automotive Safety Cost private costs
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Countermeasures of the construction industry early warning management mechanism with Chinese characteristics
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作者 Guo Huanzhou 《International Journal of Technology Management》 2013年第4期58-61,共4页
Diversification is the most notable character of the modern economy. Security early-warning management became the focus of China's Industrial Development. This article evaluated the influence factors of industrial se... Diversification is the most notable character of the modern economy. Security early-warning management became the focus of China's Industrial Development. This article evaluated the influence factors of industrial security. Our country must build industry early warning management mechanism with Chinese characteristics. This could reduce the risk of market economy. 展开更多
关键词 industry warning management BUILD SECURITY ECONOMY
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The Safety-influencing Factors in Use of the Tonics of Chinese Medicine: A Meta-analysis Based on the Case Reports in Periodicals
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作者 于静 崔蒙 +1 位作者 李海燕 叶祖光 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2011年第2期130-135,共6页
Objective: To identify the possible safety-influencing factors in use of the tonics of Chinese medicine. Methods: The related case reports published in periodicals published from 1949 to 2006 were analyzed with the bi... Objective: To identify the possible safety-influencing factors in use of the tonics of Chinese medicine. Methods: The related case reports published in periodicals published from 1949 to 2006 were analyzed with the bibliometrics method. Possibility on safety assessment of Chinese materia medica was discussed as well with the method of link analysis. Results: The total number of the tonics selected for the present study was 101, including 44 single drugs and 46 set prescriptions with adverse drug reactions (ADR) found in these tonics. It was found that ADR of 10 single drugs and 29 preparations were not specified in authoritative Chinese materia medica monographs. Among all the set prescriptions, the problem of injection has been standing on the top. Statistical analysis on single factor demonstrates that the most frequently referred ADR come from drug abuse (accounting for 29.20%), and overdose (24.54%). Conclusion: The safety problem of injection remains in a trend of robust growth at least for a period of time, thus reappraisal of the safety issue for the tonics of injection is imperative. It is essential for the public to take doctor’s advice to guarantee safe administration of the tonics, especially for the patients with allergic constitution or those suffering from the liver and heart diseases. 展开更多
关键词 safety-influencing factors tonics of Chinese medicine case reports
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