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Design by Analogy:Achieving More Patentable Ideas from One Creative Design 被引量:5
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作者 Li-Zhen Jia Chun-Long Wu +1 位作者 xue-hong zhu Run-Hua Tan 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2018年第2期25-34,共10页
A patent is a kind of technical document to protect intellectual property for individuals or enterprises. Patentable idea generation is a crucial step for patent application and analogy is confirmed to be an effective... A patent is a kind of technical document to protect intellectual property for individuals or enterprises. Patentable idea generation is a crucial step for patent application and analogy is confirmed to be an effective technique to inspire creative ideas. Analogy?based design usually starts from representation of an analogy source and is followed by the retrieval of appropriate analogs, mapping of design knowledge and adaptation of target solution. To diffuse one core idea into other new contexts and achieve more patentable ideas, this paper mainly centered on the first two stages of analogy?based design and proposed a patentable ideation framework. The analogical information of the source system, including source design problems and solution, was mined comprehensively through International Patent Classification analysis and represented in the form of function, behavior and structure. Three heuristics were suggested for searching the set of candidate target systems with a similar design problem, where the source design could be transferred. To systematize the process of source representation, analogs retrieval, idea transfer, and solution generation, an ideation model was put forward. Finally, the bladeless fan was selected as a source design to illustrate the application of this work. The design output shows that the representation and heuristics are beneficial, and this systematic ideation method can help the engineer or designer enhance creativity and discover more patentable opportunities. 展开更多
关键词 Design by analogy Patentable idea generation IPC analysis Idea transfer heuristics Bladeless fan
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Volatility-volume relationship of Chinese copper and aluminum futures market 被引量:2
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作者 Bai-sheng SHI xue-hong zhu +1 位作者 Hong-wei ZHANG Yi ZENG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2018年第12期2607-2618,共12页
Following Bessembinder and Seguins,trading volume is separated into expected and unexpected components.Meanwhile,realized volatility is divided into continuous and discontinuous jump components.We make the empirical r... Following Bessembinder and Seguins,trading volume is separated into expected and unexpected components.Meanwhile,realized volatility is divided into continuous and discontinuous jump components.We make the empirical research to investigate the relationship between trading volume components and various realized volatility using1min high frequency data of Shanghai copper and aluminum futures.Moreover,the asymmetry of volatility-volume relationship is investigated.The results show that there is strong positive correlation between volatility and trading volume when realized volatility and its continuous component are considered.The relationship between trading volume and discontinuous jump component is ambiguous.The expected and unexpected trading volumes have positive influence on volatility.Furthermore,the unexpected trading volume,which is caused by arrival of new information,has a larger influence on price volatility.The findings also show that an asymmetric volatility-volume relationship indeed exists,which can be interpreted by the fact that trading volume has more explanatory power in positive realized semi-variance than negative realized semi-variance.The influence of positive trading volume shock on volatility is larger than that of negative trading volume shock,which reflects strong arbitrage in Chinese copper and aluminum futures markets. 展开更多
关键词 nonferrous metals futures volatility-volume relationship high frequency data trading volume asymmetry
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Volatility forecasting in Chinese nonferrous metals futures market 被引量:1
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作者 xue-hong zhu Hong-wei ZHANG Mei-rui ZHONG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2017年第5期1206-1215,共10页
This paper seeks to model and forecast the Chinese nonferrous metals futures market volatility and allows new insights into the time-varying volatility of realized volatility and leverage effects using high-frequency ... This paper seeks to model and forecast the Chinese nonferrous metals futures market volatility and allows new insights into the time-varying volatility of realized volatility and leverage effects using high-frequency data.The LHAR-CJ model is extended and the empirical research on copper and aluminum futures in Shanghai Futures Exchange suggests the dynamic dependencies and time-varying volatility of realized volatility,which are captured by long memory HAR-GARCH model.Besides,the findings also show the significant weekly leverage effects in Chinese nonferrous metals futures market volatility.Finally,in-sample and out-of-sample forecasts are investigated,and the results show that the LHAR-CJ-G model,considering time-varyingvolatility of realized volatility and leverage effects,effectively improves the explanatory power as well as out-of sample predictive performance. 展开更多
关键词 volatility forecasting leverage effect time-varying volatility nonferrous metals futures high-frequency data
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Nonlinear correlation between RMB internationalization and nonferrous metal prices 被引量:1
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作者 xue-hong zhu Zi-tao ZHANG +1 位作者 Hong-wei ZHANG Qiu-fen WANG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2020年第7期1991-2000,共10页
The correlation between Renminbi(RMB) internationalization and nonferrous metal prices was studied using the nonlinear Granger causality test and the dynamic conditional correlation-generalized autoregressive conditio... The correlation between Renminbi(RMB) internationalization and nonferrous metal prices was studied using the nonlinear Granger causality test and the dynamic conditional correlation-generalized autoregressive conditional heteroskedastic(DCC-GARCH) model. The results indicate that the relationship between RMB internationalization and nonferrous metal prices reflects a complex nonlinear mechanism. There was no mutual influence between RMB internationalization and nonferrous metal prices prior to the trials of the RMB settlement in the cross-border trade in July 2009. Since then, however, a bidirectional causal relationship between RMB internationalization and the price of copper and a unidirectional causal relationship from the price of aluminum to RMB internationalization were examined. In addition, due to the impact of extreme events, such as economic and financial crises, RMB internationalization and nonferrous metal prices are not always positively correlated but are rather occasionally negatively correlated. 展开更多
关键词 RMB internationalization nonferrous metals nonlinear Granger causality test DCC-GARCH model
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Viability Property of Jump Diffusion Processes on Manifolds
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作者 xue-hong zhu Guang-zu LIU 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2016年第2期349-354,共6页
In this note, we give a necessary and sufficient condition for viability property of diffusion processes with jumps on closed submanifolds of Rm. Our result is the system is viable in a closed submanifold K iff the co... In this note, we give a necessary and sufficient condition for viability property of diffusion processes with jumps on closed submanifolds of Rm. Our result is the system is viable in a closed submanifold K iff the coefficients are tangent to K along K if the equation is in the sense of stratonovich integral and the solution jumps from K to K. 展开更多
关键词 viability property viscosity solution MANIFOLD
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