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下吸式气化炉高含水生物质气化过程模拟与机器学习研究
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作者 祁风雷 王振 +3 位作者 陆国庆 刘小好 党琪 马培勇 《过程工程学报》 CAS CSCD 北大核心 2024年第1期87-96,共10页
采用机器学习方法和Aspen过程建模分析方法系统研究了含水率对生物质气化过程的影响规律。研究结果表明生物质含水率对气化气低位热值影响较大,含水率升高,热值降低,生物质含水率对碳转化率影响较小;随着空气当量比升高,气化气低位热值... 采用机器学习方法和Aspen过程建模分析方法系统研究了含水率对生物质气化过程的影响规律。研究结果表明生物质含水率对气化气低位热值影响较大,含水率升高,热值降低,生物质含水率对碳转化率影响较小;随着空气当量比升高,气化气低位热值降低,而气化过程碳转化率提高。气化过程能量平衡分析表明,随着生物质含水率升高,气化过程维持能量平衡所需的空气当量比升高。生物质干燥预处理可保证气化气品质,但需消耗部分气化气为干燥供能,并且随着生物质含水率升高,干燥供热消耗的气化气比例提高,消耗比例在含水率20wt%~60wt%阶段近似线性增加,但是当含水率大于60wt%时呈指数升高。 展开更多
关键词 生物质气化 过程仿真 机器学习 干燥预处理 下吸式气化炉
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Deep Learning Based 2D Human Pose Estimation:A Survey 被引量:16
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作者 qi dang Jianqin Yin +1 位作者 Bin Wang Wenqing Zheng 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2019年第6期663-676,共14页
Human pose estimation has received significant attention recently due to its various applications in the real world. As the performance of the state-of-the-art human pose estimation methods can be improved by deep lea... Human pose estimation has received significant attention recently due to its various applications in the real world. As the performance of the state-of-the-art human pose estimation methods can be improved by deep learning, this paper presents a comprehensive survey of deep learning based human pose estimation methods and analyzes the methodologies employed. We summarize and discuss recent works with a methodologybased taxonomy. Single-person and multi-person pipelines are first reviewed separately. Then, the deep learning techniques applied in these pipelines are compared and analyzed. The datasets and metrics used in this task are also discussed and compared. The aim of this survey is to make every step in the estimation pipelines interpretable and to provide readers a readily comprehensible explanation. Moreover, the unsolved problems and challenges for future research are discussed. 展开更多
关键词 human POSE estimation DEEP LEARNING COMPUTER VISION
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Spatial-controlled etching of coordination polymers
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作者 qi dang Yucen Li +3 位作者 Wei Zhang Yusuf Valentino Kaneti Ming Hu Yusuke Yamauchi 《Chinese Chemical Letters》 SCIE CAS CSCD 2021年第2期635-641,共7页
Nanoarchitectonics provide versatile opportunities for modifying the properties of coordination polymers(CP) other than molecular engineering.Spatial-controlled etching focuses on the controlled disassembly of the fra... Nanoarchitectonics provide versatile opportunities for modifying the properties of coordination polymers(CP) other than molecular engineering.Spatial-controlled etching focuses on the controlled disassembly of the frameworks.The etching method provides an excellent opportunity for tailoring the properties and functions of the CPs.Here,we discuss the mechanism for controlled etching of the CPs and summarized the two main strategies utilized so far.Several examples are illustrated to demonstrate recent developments in this area.Moreover,advantages of the etched CPs are summarized in several important applications,including energy storage,catalysis and nanomedicine. 展开更多
关键词 Coordination polymer Metal-organic frameworks ETCHING Hollow structure Sodium ion battery CATALYSIS NANOMEDICINE
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Walking Cations: Transition-Metal Free Benzyl Cation-Triggered sp^(2) C—H Phosphorylation and Etherification
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作者 Kuan Liu Bin Song +6 位作者 qi dang Long Liu Jie Tang Tianzeng Huang Chunya Li Zhi Tang Tieqiao Chen 《Chinese Journal of Chemistry》 SCIE CAS CSCD 2022年第24期2933-2938,共6页
A novel benzyl cation-triggered site-selective sp^(2) C—H phosphorylation and etherification was developed. This reaction was conducted under the transition metal-free conditions through cation migration via dearomat... A novel benzyl cation-triggered site-selective sp^(2) C—H phosphorylation and etherification was developed. This reaction was conducted under the transition metal-free conditions through cation migration via dearomatization. Under the reaction conditions, the derivatives of naphthalenes, benzofurans and benzo[b]thiophenes all can be transformed into the corresponding products in good to excellent yields. It provides a method to construct sp^(2) C—P and sp^(2) C—O bonds as well as a new strategy for benzylic activation-triggered sp^(2) C—H functionalization. 展开更多
关键词 Transition metal-free Cation migration SITE-SELECTIVITY PHOSPHORYLATION ETHERIFICATION
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