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Optimal operation of integrated energy system including power thermal and gas subsystems

《能源前沿(英文)》 2022年 第16卷 第1期   页码 105-120 doi: 10.1007/s11708-022-0814-z

摘要: As a form of hybrid multi-energy systems, the integrated energy system contains different forms of energy such as power, thermal, and gas which meet the load of various energy forms. Focusing mainly on model building and optimal operation of the integrated energy system, in this paper, the dist-flow method is applied to quickly calculate the power flow and the gas system model is built by the analogy of the power system model. In addition, the piecewise linearization method is applied to solve the quadratic Weymouth gas flow equation, and the alternating direction method of multipliers (ADMM) method is applied to narrow the optimal results of each subsystem at the coupling point. The entire system reaches its optimal operation through multiple iterations. The power-thermal-gas integrated energy system used in the case study includes an IEEE-33 bus power system, a Belgian 20 node natural gas system, and a six node thermal system. Simulation-based calculations and comparison of the results under different scenarios prove that the power-thermal-gas integrated energy system enhances the flexibility and stability of the system as well as reducing system operating costs to some extent.

关键词: integrated energy system     power-to-gas     dist-flow     piecewise linearization     alternating direction method of multipliers (ADMM)    

Non-convex sparse optimization-based impact force identification with limited vibration measurements

《机械工程前沿(英文)》 2023年 第18卷 第3期 doi: 10.1007/s11465-023-0762-2

摘要: Impact force identification is important for structure health monitoring especially in applications involving composite structures. Different from the traditional direct measurement method, the impact force identification technique is more cost effective and feasible because it only requires a few sensors to capture the system response and infer the information about the applied forces. This technique enables the acquisition of impact locations and time histories of forces, aiding in the rapid assessment of potentially damaged areas and the extent of the damage. As a typical inverse problem, impact force reconstruction and localization is a challenging task, which has led to the development of numerous methods aimed at obtaining stable solutions. The classical 2 regularization method often struggles to generate sparse solutions. When solving the under-determined problem, 2 regularization often identifies false forces in non-loaded regions, interfering with the accurate identification of the true impact locations. The popular 1 sparse regularization, while promoting sparsity, underestimates the amplitude of impact forces, resulting in biased estimations. To alleviate such limitations, a novel non-convex sparse regularization method that uses the non-convex 12 penalty, which is the difference of the 1 and 2 norms, as a regularizer, is proposed in this paper. The principle of alternating direction method of multipliers (ADMM) is introduced to tackle the non-convex model by facilitating the decomposition of the complex original problem into easily solvable subproblems. The proposed method named 12-ADMM is applied to solve the impact force identification problem with unknown force locations, which can realize simultaneous impact localization and time history reconstruction with an under-determined, sparse sensor configuration. Simulations and experiments are performed on a composite plate to verify the identification accuracy and robustness with respect to the noise of the 12-ADMM method. Results indicate that compared with other existing regularization methods, the 12-ADMM method can simultaneously reconstruct and localize impact forces more accurately, facilitating sparser solutions, and yielding more accurate results.

关键词: impact force identification     inverse problem     sparse regularization     under-determined condition     alternating direction method of multipliers    

一种有效求解非凸正则化线性支持向量机的并行与分布式方法 Personal View

Lei GUAN, Tao SUN, Lin-bo QIAO, Zhi-hui YANG, Dong-sheng LI, Ke-shi GE, Xi-cheng LU

《信息与电子工程前沿(英文)》 2020年 第21卷 第4期   页码 587-603 doi: 10.1631/FITEE.1800566

摘要: 为应对这一挑战,本文提出一种基于交替方向乘子法(ADMM)的并行算法高效求解非凸正则化SVM问题。采用有效技术降低并行算法的计算与同步开销。时间复杂度分析证明所提并行算法具有低复杂度。

关键词: 线性分类;支持向量机;非凸惩罚项;交替方向乘子法(ADMM);并行算法    

图引导正则最小化的随机超梯度的交替方向方法 None

Qiang LAN, Lin-bo QIAO, Yi-jie WANG

《信息与电子工程前沿(英文)》 2018年 第19卷 第6期   页码 755-762 doi: 10.1631/FITEE.1601771

摘要: 提出并比较额外梯度交替方向的几种随机变体方法,称为带拉格朗日函数(SEGL)的随机超梯度交替方向法和带增广拉格朗日函数(SEGAL)的随机超梯度交替方向法。这些方法由两个大规模凸目标函数组成,可最小化图形引导的优化问题。机器学习中一些重要应用遵循图导引优化公式等作为线性回归、逻辑回归、Lasso结构化扩展以及结构化正则化逻辑回归的原则。通过融合逻辑回归和图形引导正则化回归,在几类数据集上进行了试验。试验结果表明所提算法优于其他竞争算法,且在实际应用中,SEGAL比SEGL性能更好。

关键词: 随机优化;图形引导最小化;超梯度法;融合逻辑回归;图导向正则化逻辑回归    

Process evaluation of an alternating aerobic-anoxic process applied in a sequencing batch reactor for

ZENG Wei, PENG Yongzhen, WANG Shuying

《环境科学与工程前沿(英文)》 2007年 第1卷 第1期   页码 28-32 doi: 10.1007/s11783-007-0005-5

摘要: In order to improve the nitrogen removal efficiency and save operational cost, the feasibility of the alternating aerobic-anoxic process (AAA process) applied in a sequencing batch reactor (SBR) system for nitrogen removal was investigated. Under sufficient influent alkalinity, the AAA process did not have an advantage over one aerobicanoxic (OAA) cycle on treatment efficiency because microorganisms had an adaptive stage at the alternating aerobic-anoxic transition, which would prolong the total cycling time. On the contrary, the AAA process made the system control more complicated. Under deficient influent alkalinity, when compared to OAA, the AAA process improved treatment efficiency and effluent quality with NH-N in the effluent below the detection limit. In the nitrification, the average stoichiometric ratio between alkalinity consumption and ammonia oxidation is calculated to be 7.07 mg CaCO/mg NH-N. In the denitrification, the average stoichiometric ratio between alkalinity production and NO-N reduction is about 3.57 mg CaCO/mg NO-N. As a result, half of the alkalinity previously consumed during the aerobic nitrification was recovered during the subsequent anoxic denitrification period. That was why the higher treatment efficiency in the AAA process was achieved without the supplement of bicarbonate alkalinity. If the lack of alkalinity in the influent was less than 1/3 of that needed, there is no need for external alkalinity addition and treatment efficiency was the same as that under sufficient influent alkalinity. Even if the lack of alkalinity in the influent was more than 1/3 of that needed, the AAA process was an optimal strategy because it reduced the external alkalinity addition and saved on operational cost.

关键词: bicarbonate alkalinity     sufficient influent     influent alkalinity     detection     alkalinity production    

Biological removal of selenate in saline wastewater by activated sludge under alternating anoxic/oxic

Yuanyuan Zhang, Masashi Kuroda, Shunsuke Arai, Fumitaka Kato, Daisuke Inoue, Michihiko Ike

《环境科学与工程前沿(英文)》 2019年 第13卷 第5期 doi: 10.1007/s11783-019-1154-z

摘要: Removal of selenate in saline wastewater by activated sludge was examined. Sequencing batch reactor was operated under alternating anoxic/oxic conditions. Above 97% removal of soluble selenium (Se) was achieved continuously. Major Se removal mechanism varied depending on the length of aeration period. Various Se-reducing bacteria likely contributed to coordinately to Se removal. Selenium (Se)-containing industrial wastewater is often coupled with notable salinity. However, limited studies have examined biological treatment of Se-containing wastewater under high salinity conditions. In this study, a sequencing batch reactor (SBR) inoculated with activated sludge was applied to treat selenate in synthetic saline wastewater (3% w/v NaCl) supplemented with lactate as the carbon source. Start-up of the SBR was performed with addition of 1–5 mM of selenate under oxygen-limiting conditions, which succeeded in removing more than 99% of the soluble Se. Then, the treatment of 1 mM Se with cycle duration of 3 days was carried out under alternating anoxic/oxic conditions by adding aeration period after oxygen-limiting period. Although the SBR maintained soluble Se removal of above 97%, considerable amount of solid Se remained in the effluent as suspended solids and total Se removal fluctuated between about 40 and 80%. Surprisingly, the mass balance calculation found a considerable decrease of Se accumulated in the SBR when the aeration period was prolonged to 7 h, indicating very efficient Se biovolatilization. Furthermore, microbial community analysis suggested that various Se-reducing bacteria coordinately contributed to the removal of Se in the SBR and main contributors varied depending on the operational conditions. This study will offer implications for practical biological treatment of selenium in saline wastewater.

关键词: Activated sludge     Selenate reduction     Saline wastewater     Sequencing batch reactor     Alternating anoxic/oxic conditions     Selenium biovolatilization    

Qualitative analysis of direction of public hospital reforms in China

null

《医学前沿(英文)》 2018年 第12卷 第2期   页码 218-223 doi: 10.1007/s11684-017-0534-7

摘要:

Reforms in public hospitals are among the most important improvements in China’s health care system over the last two decades. However, the reforms that should be implemented in public hospitals are unclear. Thus, a feasible direction of reforms in Chinese public hospitals is suggested and reliable policy suggestions are provided for the government to reform public hospitals. The data used in this study were mainly derived from a qualitative study. Focus group discussions and in-depth interviews were conducted in Shanghai, Guangdong, and Gansu between May and December 2014. Government funding accounted for approximately eight percent of the total annual revenue of public hospitals in China, and the insufficient government subsidy considerably affects the operation mechanism of public hospitals. However, solely increasing this subsidy cannot address the inappropriate incentives of public hospitals in China. The most crucial step in setting the direction of reforms in public hospitals in China is transforming inappropriate incentives by implementing a new evaluation index system for directors and physicians in public hospitals.

关键词: public hospital     government hospital     public funding     operation mechanism    

基于泰勒展开MUSIC的双基地MIMO阵列DOD与DOA联合估计方法 Research Papers

Wen-tao SHI, Qun-fei ZHANG, Cheng-bing HE, Jing HAN

《信息与电子工程前沿(英文)》 2019年 第20卷 第6期   页码 842-848 doi: 10.1631/FITEE.1700657

摘要: 提出一种基于泰勒展开多信号分类(TE-MUSIC)的双基地多输入多输出(MIMO)阵列发射角(DOD)与接收角(DOA)联合估计法。首先通过泰勒展开阵列流型矢量,将MIMO阵列MUSIC方法中的二维搜索降为一维。然后通过拉格朗日算子,经一维搜索估计目标接收角,并代入MIMO MUSIC空间谱,获得目标的发射角。因此目标的发射角和接收角可自动配对。该方法既减少MIMO MUSIC计算量,又保持方位估计性能。仿真分析证明其性能优于MIMO ESPRIT法。

关键词: 双基地MIMO阵列;发射角;接收角;MUSIC方法;泰勒展开;计算量    

Biologically inspired model of path integration based on head direction cells and grid cells

Yang ZHOU,De-wei WU

《信息与电子工程前沿(英文)》 2016年 第17卷 第5期   页码 435-448 doi: 10.1631/FITEE.1500364

摘要: Some neurons in the brain of freely moving rodents show special firing pattern. The firing of head direction cells (HDCs) and grid cells (GCs) is related to the moving direction and distance, respectively. Thus, it is considered that these cells play an important role in the rodents’ path integration. To provide a bionic approach for the vehicle to achieve path integration, we present a biologically inspired model of path integration based on the firing characteristics of HDCs and GCs. The detailed implementation process of this model is discussed. Besides, the proposed model is realized by simulation, and the path integration performance is analyzed under different conditions. Simulations validate that the proposed model is effective and stable.

关键词: Head direction cells (HDCs)     Grid cells (GCs)     Path integration     Bionic navigation    

Digital manufacturing—the development direction of the manufacturing technology in the 21st century

XIONG You-lun, YIN Zhou-ping

《机械工程前沿(英文)》 2006年 第1卷 第2期   页码 125-130 doi: 10.1007/s11465-006-0021-3

摘要: After introducing the concepts of digital manufacturing technology, the discipline framework of digital manufacturing is presented in the paper by discussing its basic concept, theory foundation, key technology and scientific problems in detail. As the core of the advanced manufacturing technology, digital manufacturing is gradually becoming the main manufacturing technology of the twenty-first century. Firstly, the main features of digital manufacturing are indicated and its key supporting technologies are investigated by grouping them into four levels related to product development, numerical control, production management, and enterprise collaboration, respectively. Moreover, the existing problems in the research on the multi-discipline theory foundation of digital manufacturing such as manufacturing informatics, computational manufacturing, and manufacturing intelligence, are also indicated. Then, the core scientific problems of digital manufacturing are discussed in depth, which focuses on digitization of manufacturing information, modeling of manufacturing constraints, high-speed and high-precision numerical control theory, and Internet-based collaboration and integration. Lastly, the development trends and application perspectives of digital manufacturing are concluded.

关键词: development     foundation     multi-discipline     scientific     supporting    

人工裂缝方向及其影响因素

赵国石,徐健,邱金平

《中国工程科学》 2012年 第14卷 第4期   页码 100-104

摘要:

区域应力场的应力方向是人工裂缝方向的普遍控制因素,多数人工裂缝方向沿区域最大水平主应力方向。但构造、原生裂缝、介质间断面也会影响人工裂缝方向。在蒙古国塔木查格盆地及中国黑龙江省海拉尔盆地进行了大量的压裂裂缝监测,监测结果为油田布井提供了依据。监测发现,多数人工裂缝方向沿区域最大水平主应力方向,但也出现一些异常方向的人工裂缝,异常方向人工裂缝的井通常高产。了解异常人工裂缝的形成原因,对提高压裂施工水平,应用压裂裂缝方向布井有重要意义。结合监测结果,探讨了监测区异常方向人工裂缝的形成机制,及有些人工裂缝方向异

关键词: 人工裂缝方向     构造     原生裂缝     介质间断面    

Analysis on shear capacity of prestressed concrete spatial connections

XUE Weichen, LIU Zhenyong, JIANG Dongsheng

《结构与土木工程前沿(英文)》 2008年 第2卷 第4期   页码 309-317 doi: 10.1007/s11709-008-0052-4

摘要: Based on experimental results of prestressed concrete spatial connections, nonlinear finite element models were established to analyze the shear capacity of spatial connections and parametric studies were performed using ANSYS. It is found that the shear capacity of spatial connection is influenced by joint hoop, beam prestress, column compressive load, and direction of resultant shear force. The parametric studies also indicate that the shear capacity of spatial connection under biaxial cyclic loading is lower than that of corresponding connections under plane loading. A design formula for calculating the shear capacity of spatial connections is proposed based on the parametric studies and verified by the available test results.

关键词: available     direction     nonlinear     capacity     compressive    

盾构进出洞全方位风险控制冻结加固技术

嵇彭

《中国工程科学》 2012年 第14卷 第2期   页码 90-95

摘要:

在含水复杂的地质条件下采用水平冻结法进行盾构进出洞施工,可以通过延长(加深)水平冻结外圈冻结深度,使冻结加固体全方位包裹并超过盾构机本体,利用外圈冻结孔的维护冻结,将盾构推进过程中形成的微小流水通道中的泥土冻结成为冻土,封闭流水通道,较为有效地防止了流水、涌砂现象的发生。利用长距离水平钻孔防喷接驳器,简单方便地解决了在已施工完毕的端头井内长距离钻孔的难题。工程实践证明,全方位风险控制冻结加固技术在复杂地质条件下盾构进出洞施工中,简单易行,安全可靠,值得推广应用。

关键词: 复杂地质条件     盾构进出洞     全方位     风险控制     冻结加固    

甘肃金川铜镍(铂)硫化物矿床岩浆通道前进方向探讨

刘美玉,苏尚国,宋晨,蔡楠

《中国工程科学》 2015年 第17卷 第2期   页码 73-84

摘要:

综合运用地球化学手段,研究了金川铜镍(铂)硫化物矿床铂族元素的空间分布特征,并结合定量化结构分析,探讨了岩浆演化过程中的动力学作用过程,讨论了金川镁铁-超镁铁质岩浆的演化历程。研究发现,铂族元素在矿体中的空间分布呈一定规律变化。整体说来,自西向东,Pd/Ir-Ni/Cu在各矿体间呈递减趋势,分析认为造成这种规律的原因是矿石的形成经历了单硫化物固溶体(MSS)的分离结晶作用。通过岩石定量化结构分析发现,1号矿体较24号矿体岩石结构成熟度更高,分析认为1号矿体侵位时间早,后期结构调整更为充分。综合地球化学和岩浆动力学方面的信息,最终得出了金川岩浆通道系统在空间上表现为沿矿体走向自北西向南东前进的结论。

关键词: 金川;Cu-Ni-(PGE);硫化物矿床;岩浆通道成矿系统;前进方向;定量化结构分析    

我国能源技术革命形势及方向分析

饶宏, 李立浧, 郭晓斌, 许爱东, 白浩

《中国工程科学》 2018年 第20卷 第3期   页码 9-16 doi: 10.15302/J-SSCAE-2018.03.002

摘要:

能源技术革命是助推能源消费、供给、体制革命和加强国际合作的基础,是实现清洁低碳、安全高效可持续的现代能源体系的支撑,是建设创新型国家的重要内容。本文阐述了我国的能源形势与面临的挑战,以2020年、2030年、2050年三个不同发展时期作为时间节点,研究了未来的能源结构。分析总结了技术发展的共同趋势,即实现多领域能源技术协同并进。明确了技术发展方向,即实现能源技术的跨越式发展和引领,构建中国特色的能源技术创新体系。

关键词: 能源技术革命     能源形势     能源结构     技术趋势     技术方向    

标题 作者 时间 类型 操作

Optimal operation of integrated energy system including power thermal and gas subsystems

期刊论文

Non-convex sparse optimization-based impact force identification with limited vibration measurements

期刊论文

一种有效求解非凸正则化线性支持向量机的并行与分布式方法

Lei GUAN, Tao SUN, Lin-bo QIAO, Zhi-hui YANG, Dong-sheng LI, Ke-shi GE, Xi-cheng LU

期刊论文

图引导正则最小化的随机超梯度的交替方向方法

Qiang LAN, Lin-bo QIAO, Yi-jie WANG

期刊论文

Process evaluation of an alternating aerobic-anoxic process applied in a sequencing batch reactor for

ZENG Wei, PENG Yongzhen, WANG Shuying

期刊论文

Biological removal of selenate in saline wastewater by activated sludge under alternating anoxic/oxic

Yuanyuan Zhang, Masashi Kuroda, Shunsuke Arai, Fumitaka Kato, Daisuke Inoue, Michihiko Ike

期刊论文

Qualitative analysis of direction of public hospital reforms in China

null

期刊论文

基于泰勒展开MUSIC的双基地MIMO阵列DOD与DOA联合估计方法

Wen-tao SHI, Qun-fei ZHANG, Cheng-bing HE, Jing HAN

期刊论文

Biologically inspired model of path integration based on head direction cells and grid cells

Yang ZHOU,De-wei WU

期刊论文

Digital manufacturing—the development direction of the manufacturing technology in the 21st century

XIONG You-lun, YIN Zhou-ping

期刊论文

人工裂缝方向及其影响因素

赵国石,徐健,邱金平

期刊论文

Analysis on shear capacity of prestressed concrete spatial connections

XUE Weichen, LIU Zhenyong, JIANG Dongsheng

期刊论文

盾构进出洞全方位风险控制冻结加固技术

嵇彭

期刊论文

甘肃金川铜镍(铂)硫化物矿床岩浆通道前进方向探讨

刘美玉,苏尚国,宋晨,蔡楠

期刊论文

我国能源技术革命形势及方向分析

饶宏, 李立浧, 郭晓斌, 许爱东, 白浩

期刊论文