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基于二次分解策略和BiLSTM的短期碳排放预测模型设计
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作者 张克英 孟拓宁 +1 位作者 刘人境 燕欣宇 《电子设计工程》 2024年第17期6-10,共5页
针对现有短期碳排放预测模型残余噪声大、忽略全局信息的特性导致预测精度不高的问题,提出一种基于二次分解策略和双向长短期记忆神经网络(BiLSTM)的新的短期碳排放预测模型。利用改进的自适应噪声完全集成经验模态分解(ICEEMDAN)方法... 针对现有短期碳排放预测模型残余噪声大、忽略全局信息的特性导致预测精度不高的问题,提出一种基于二次分解策略和双向长短期记忆神经网络(BiLSTM)的新的短期碳排放预测模型。利用改进的自适应噪声完全集成经验模态分解(ICEEMDAN)方法和二次分解思想,将原始时间序列分解为多个本征模态函数(imfs);利用鲸鱼优化算法(WOA)优化的双向长短期记忆神经网络(BiLSTM)对所有函数序列进行预测,并将每个函数序列的预测值累加得到最终结果。实验结果显示,该文提出模型的R2达到0.999,MAPE和RMSE分别为1.3×10-3和97.4,优于其他对比模型,有效降低了预测误差。 展开更多
关键词 短期碳排放预测 二次分解策略 BiLSTM iceEMDAN分解法 鲸鱼算法
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CDIO理念与应用型高校“三创教育”结合的逻辑与策略研究
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作者 寿佳琦 《宁波工程学院学报》 2024年第2期73-78,共6页
为了解决当前应用型高校“三创教育(innovation,creativity,entrepreneurship education,ICEE)”存在与专业教育和实践教育融合深度不够、教育师资匮乏、培育过程不全面、评价指标模糊等问题,分别从理论和实践两个维度分析了CDIO(构思... 为了解决当前应用型高校“三创教育(innovation,creativity,entrepreneurship education,ICEE)”存在与专业教育和实践教育融合深度不够、教育师资匮乏、培育过程不全面、评价指标模糊等问题,分别从理论和实践两个维度分析了CDIO(构思—设计—实施—运作)理念与“ICEE”结合的基础逻辑。同时,提出CDIO理念与高校“ICEE”相结合的人才培养策略:强化顶层设计,构建多维度育人体系;深化产教融合,提升服务社会能力;扩大培育力量,形成全方位培养体系;构建评价体系,形成正向反馈闭环。 展开更多
关键词 “三创教育” CDIO理念 逻辑 策略
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Intellectual Capital and Business Performance in Professional Football Clubs: Evidence From a Longitudinal Analysis
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作者 Federica Ricci Vincenzo Scafarto Domenico Celenza Ida Samantha Gilvari 《Journal of Modern Accounting and Auditing》 2015年第9期450-465,共16页
This paper aims to explore the impact of intellectual capital efficiency (ICE) on firm performance in the context of professional football clubs. In particular, our aim is twofold: (1) to provide measures of ICE ... This paper aims to explore the impact of intellectual capital efficiency (ICE) on firm performance in the context of professional football clubs. In particular, our aim is twofold: (1) to provide measures of ICE specifically tailored to professional football businesses; and (2) to empirically investigate whether some dimensions of ICE, namely, human capital and relational capital efficiency, are positively associated with sporting performance, here used as a proxy for business performance. This paper develops a quantitative analysis of club-level panel data using the statistical technique known as mixed-effects linear regression for longitudinal analysis. The research spans a time period of five years and specifically the sporting seasons from 2007/2008 up to 2011/2012. The empirical findings of this study provide tentative evidence that ICE, especially as far as relational capital is concerned, is positively associated with on-pitch performance of professional football businesses. On the counterpart, results for the impact of human capital efficiency (HCE) do not consistently come out with the (positive) expected signs. More specifically, our findings suggest that relational capital efficiency, meaning the ability to develop and nurture positive business relationship with relevant external stakeholders, is a significant consideration for football club managers; on the other, they might shed light on the actual business model of professional football clubs that, in our analysis, does not appear consistent with the long-held hypothesis of winning maximization. The main limitation of this study lies in the fact that our indicators do not fully capture all relevant dimensions of the intellectual capital (IC) construct. 展开更多
关键词 intellectual capital efficiency (ice firm performance professional football clubs
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FLOATING RATE OF FRAZIL ICE PARTICLES IN FLOWING WATER IN BEND CHANNELS——A THREE-DIMENSIONAL NUMERICAL ANALYSIS 被引量:5
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作者 WANG Jun LI Qing-gang SUI Jue-yi 《Journal of Hydrodynamics》 SCIE EI CSCD 2010年第1期19-28,共10页
In this article, based on the theory of two-phase flow and laboratory data, a three-dimensionally model is developed to simulate the floating rates of frazil ice particles in water under covered condition. The Lagrang... In this article, based on the theory of two-phase flow and laboratory data, a three-dimensionally model is developed to simulate the floating rates of frazil ice particles in water under covered condition. The Lagrangian trajectory method is used in the three dimensional simulation for floating rates of fxazil ice particles along a 180° bend channel. The velocity profiles in longitudinal and transverse directions, the turbulence intensity, and the residual pressure are simulated. Under the condition of gravitational similarity, the simulated floating rates of frazil ice particles in the model bend channel and the prototype bend channels are compared. Results indicate that the profiles for floating rates of ice particles for flows in the model channel are similar to those in the prototype bend channels. The simulated floating rates of ice particles are clearly higher along the convex bank than along the concave bank at each cross section. For the prototype bend channel in a large model scale, the variation of floating rate across each cross section is relatively small. 展开更多
关键词 frazil ice particles model scale floating rate two-phase flow bend channel ice accumulation (ice jam)
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Flat-type permanent magnet linear alternator:A suitable device for a free piston linear alternator 被引量:3
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作者 Qing-feng LI Jin XIAO Zhen HUANG 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2009年第3期345-352,共8页
We proposed the flat-type permanent magnet linear alternator (LA) for free piston linear alternators (FPLAs) instead of the tubular one. Using the finite element method (FEM), we compare these two kinds of LAs. The FE... We proposed the flat-type permanent magnet linear alternator (LA) for free piston linear alternators (FPLAs) instead of the tubular one. Using the finite element method (FEM), we compare these two kinds of LAs. The FEM result shows that the flat-type permanent magnet LA has higher efficiency and larger output specific power than the tubular one, therefore more suitable for FPLAs, and that the alternator design can be optimized with respect to the permanent magnet length as well as the air gap. 展开更多
关键词 Free piston (FP) Linear alternator (LA) Internal combustion engine (ice Finite element method (FEM)
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