检索结果-内蒙古大学图书馆

HVAC energy consumption prediction based on RJITL deep neural network model

Journal of Intelligent and Fuzzy systems 2024年第4期46卷 9029-9042页

作者： Li, Xiaoli Du, Linhui Yu, Xiaowei Wang, Kang Hu, Yongkang Faculty of Information Technology Beijing University of Technology Beijing China Beijing Key Laboratory of Computational Intelligence and Intelligent System Beijing Advanced Innovation Center for Future Internet Technology Beijing University of Technology Beijing China Engineering Research Center of Digital Community Ministry of Education Beijing University of Technology Beijing China Instrumentation Technology Economy Institute Beijing China

During the operation of HVAC (Heating, Ventilation, and Air-Conditioning) systems, precise energy consumption prediction plays an important role in achieving energy savings and optimizing system performance. However, the HVAC system is a complex and dynamic system characterized by a large number of variables that exhibit significant changes over time. Therefore, it is inadequate to rely on a fixed offline model to adapt to the dynamic changes in the system that consume tremendous computation time. To solve this problem, a deep neural network (DNN) model based on Just-in-Time learning with hyperparameter R (RJITL) is proposed in this paper to predict HVAC energy consumption. Firstly, relevant samples are selected using Euclidean distance weighted by Spearman coefficients. Subsequently, local models are constructed using deep neural networks supplemented with optimization techniques to enable real-Time rolling energy consumption prediction. Then, the ensemble JITL model mitigates the influence of local features, and improves prediction accuracy. Finally, the local models can be adaptively updated to reduce the training time of the overall model by defining the update rule (hyperparameter R) for the JITL model. Experimental results on energy consumption prediction for the HVAC system show that the proposed DNN-RJITL method achieves an average improvement of 5.17% in accuracy and 41.72% in speed compared to traditional methods. © 2024-IOS Press. All rights reserved.

关键词： Energy utilization

来源：评论

学校读者我要写书评

暂无评论

Miniaturized silicon-based capacitive six-axis force/torque sensor with large range, high sensitivity, and low crosstalk

引用

Microsystems & Nanoengineering 2024年第6期10卷 133-149页

作者： Renjie Tan Yong Xia Xiangguang Han Linya Huang Wendi Gao Chen Jia Ping Yang Qijing Lin Shujiang Ding Chenying Wang Libo Zhao State Key Laboratory for Manufacturing Systems Engineering International Joint Laboratory for Micro/Nano Manufacturing and Measurement TechnologiesXi’an Jiaotong University(Yantai)Research Institute for Intelligent Sensing Technology and SystemXi’an Jiaotong University710049 Xi’anChina School of Mechanical Engineering Xi’an Jiaotong UniversityXi’an 710049China School of Instrument Science and Technology Xi’an Jiaotong UniversityXi’an 710049China Electronic Materials Research Laboratory Key Laboratory of the Ministry of EducationSchool of Electronic Science and EngineeringXi’an Jiaotong University710049 Xi’anChina Shandong Laboratory of Yantai Advanced Materials and Green Manufacturing Yantai 265503China Engineering Research Center of Energy Storage Materials and Devices of Ministry of Education National Innovation Platform(Center)for Industry-Education Integration of Energy Storage TechnologySchool of ChemistryXi’an Jiaotong UniversityXi’an 710049China

Miniaturized six-axis force/torque sensors have potential applications in robotic tactile sensing,minimally invasive surgery,and other narrow operating spaces,where currently available commercial sensors cannot meet the requirements because of their large *** this study,a silicon-based capacitive six-axis force/torque sensing chip with a small size of 9.3×9.3×0.98 mm was designed,fabricated,and tested.A sandwich decoupling structure with a symmetrical layered arrangement of S-shaped beams,comb capacitors,and parallel capacitors was employed.A decoupling theory considering eccentricity and nonlinear effects was derived to realize low axial *** proposed S-shaped beams achieved a large measurement range through stress *** results of a coupled multiphysics field finite-element simulation agreed well with those of theoretical *** test results show that the proposed sensing chip can detect six-axis force/torque separately,with all crosstalk errors less than 2.59%*** force and torque measurement ranges can reach as much as 2.5 N and 12.5 N·mm,*** sensing chip also has high sensitivities of 0.52 pF/N and 0.27 pF/(N·mm)for force and torque detection,respectively.

关键词： crosstalk shaped torque

来源：评论

学校读者我要写书评

暂无评论

research on the Drag Reduction Performance of Bionic Micro-gradient Surfaces 5

Research on the Drag Reduction Performance of Bionic Micro-g...

引用

2023 5th International Conference on Modeling, Simulation, Optimization and Algorithm, ICMSOA 2023

作者： Cui, Xianxian Su, Lin Chen, Dengke Chen, Huawei School of Mechanical Engineering and Automation Beihang University Beijing100191 China China Shipbuilding Industry System Engineering Research Institute Beijing100094 China School of Transportation Ludong University Shandong Province Yantai264025 China Advanced Innovation Center for Biomedical Engineering Beihang University Beijing100191 China

Long range and high speed are important performance indicators for modern naval equipment such as submarines and ships. Taking the special shield scale structure of shark epidermis as the research object, models of riblets, discontinuous riblets, equal-gradient riblets and shark-like micro-gradient riblets were established, and their effects on flow field characteristics were analyzed. Compared with smooth surfaces, the bionic micro-gradient surface had a maximum drag reduction rate of 9.93% under the combined action of streamwise vortices and spanwise secondary vortices, and maintained a good drag reduction effect over a wide speed range. The bionic micro-gradient surface provides a potential reference for underwater mechanical drag reduction design. © Published under licence by IOP Publishing Ltd.

关键词： Drag reduction

来源：评论

学校读者我要写书评

暂无评论

Wideband Channel Measurement and Characterization Based on 5G Passive Sounding in Railway Scenarios

引用

China Communications 2025年第4期22卷 13-26页

作者： Zheng Peng Fei Dan Chen Chen Chen Haoran Huang Yanyan Ai Bo School of Electronic and Information Engineering Beijing Jiaotong UniversityBeijing 100044China State Key Laboratory of Advanced Rail Autonomous Operation Beijing Jiaotong UniversityBeijing 100044China Nanjing Rongcai Transportation Technology Research Institute Co. LtdNanjing 211121China Frontiers Science Center for Smart High-Speed Railway System Beijing Jiaotong UniversityBeijing 100044China

With the development of wireless communication,the fifth generation mobile communication technology(5G)has emerged as a hot topic in highspeed railway communication system and has moved towards industrial *** the radio propagation characteristics in 5G high-speed train(HST)scenarios is essential for enhancing wireless coverage and overall system *** propose a novel 5G passive sounding scheme to extract channel impulse responses(CIRs)using channel state information reference signals(CSI-RS)from the target 5G base station(BS).Detailed procedures for timefrequency synchronization,CSI-RS detection and extraction are presented through *** the laboratory work involving absolute power calibration,phase coherence calibration and power delay profile(PDP)validation,we validate the accuracy and performance of the developed ***,a measurement campaign was conducted in HST scenarios encompassing both residential and undeveloped *** path loss(PL)model and the channel characteristics including stationarity interval(SI),multipath components(MPCs),shadow fading(SF),Rician K-factor,root mean square(RMS)delay spread and received correlation coefficients are analyzed and *** estimated channel characteristics and the statistical model presented in this paper will contribute to the research on HST radio propagation and the development of 5G railway communication systems.

关键词： 5G channel characterization channel measurement high-speed train passive sounding

来源：评论

学校读者我要写书评

暂无评论

research on workflow recognition for liver rupture repair surgery

引用

Mathematical Biosciences and engineering 2024年第2期21卷 1844-1856页

作者： Men, Yutao Zhao, Zixian Chen, Wei Wu, Hang Zhang, Guang Luo, Feng Yu, Ming Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control School of Mechanical Engineering Tianjin University of Technology Tianjin300384 China Medical Support Technology Research Department Systems Engineering Institute Academy of Military Sciences People’s Liberation Army Tianjin300161 China National Demonstration Center for Experimental Mechanical and Electrical Engineering Education Tianjin University of Technology Tianjin300384 China

Liver rupture repair surgery serves as one tool to treat liver rupture, especially beneficial for cases of mild liver rupture hemorrhage. Liver rupture can catalyze critical conditions such as hemorrhage and shock. Surgical workflow recognition in liver rupture repair surgery videos presents a significant task aimed at reducing surgical mistakes and enhancing the quality of surgeries conducted by surgeons. A liver rupture repair simulation surgical dataset is proposed in this paper which consists of 45 videos collaboratively completed by nine surgeons. Furthermore, an end-to-end SA-RLNet, a self attention-based recurrent convolutional neural network, is introduced in this paper. The self-attention mechanism is used to automatically identify the importance of input features in various instances and associate the relationships between input features. The accuracy of the surgical phase classification of the SA-RLNet approach is 90.6%. The present study demonstrates that the SA-RLNet approach shows strong generalization capabilities on the dataset. SA-RLNet has proved to be advantageous in capturing subtle variations between surgical phases. The application of surgical workflow recognition has promising feasibility in liver rupture repair surgery. ©2024 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons.

关键词： Image classification

来源：评论

学校读者我要写书评

暂无评论

Wearable multichannel pulse condition monitoring system based on flexible pressure sensor arrays

引用

Microsystems & Nanoengineering 2022年第1期8卷 249-258页

作者： Jie Wang Yirun Zhu Zhiyong Wu Yunlin Zhang Jian Lin Tao Chen Huicong Liu Fengxia Wang Lining Sun Jiangsu Provincial Key Laboratory of Advanced Robotics School of Mechanical and Electric EngineeringSoochow UniversitySuzhou 215123China Micro Nano System Research Center Key Laboratory of Advanced Transducers and Intelligent Control System of Ministry of Education and Shanxi Province&College of Information EngineeringTaiyuan University of TechnologyTaiyuan 030024China Suzhou Institute of Nano-tech and Nanobionics Chinese Academy of SciencesSuzhou 215123China

Pulse diagnosis is an irreplaceable part of traditional Chinese medical ***,application of the traditional pulse monitoring method was restricted in the modernization of Chinese medical science since it was difficult to capture real signals and integrate obscure feelings with a modern data ***,a novel multichannel pulse monitoring platform based on traditional Chinese medical science pulse theory and wearable electronics was *** pulse sensing platform simultaneously detected pulse conditions at three pulse positions(Chi,Cun,and Guan).These signals were fitted to smooth surfaces to enable 3-dimensional pulse mapping,which vividly revealed the shape of the pulse length and width and compensated for the shortcomings of traditional single-point pulse ***,the pulse sensing system could measure the pulse signals from different individuals with different conditions and distinguish the differences in pulse *** addition,this system could provide full information on the temporal and spatial dimensions of a person’s pulse waveform,which is similar to the true feelings of doctors’*** innovative,cost-effective,easily designed pulse monitoring platform based on flexible pressure sensor arrays may provide novel applications in modernization of Chinese medical science or intelligent health care.

关键词： multichannel system replace

来源：评论

学校读者我要写书评

暂无评论

Color liquid crystal grating based color holographic 3D display system with large viewing angle

引用

Light(Science & Applications) 2024年第1期13卷 103-112页

作者： Di Wang Yi-Long Li Fan Chu Nan-Nan Li Zhao-Song Li Sin-Doo Lee Zhong-Quan Nie Chao Liu Qiong-Hua Wang School of Instrumentation and Optoelectronic Engineering Beihang UniversityBeijing 100191China State Key Laboratory of Virtual Reality Technology and Systems Beihang UniversityBeijing 100191China Display Technology Research Center Seoul National UniversityGwanak-ro 1Gwanak-guSeoul 08826Republic of Korea Key Lab of Advanced Transducers and Intelligent Control System Ministry of EducationTaiyuan University of TechnologyTaiyuan 030024China

Holographic 3D display is highly desirable for numerous applications ranging from medical treatments to military ***,it is challenging to simultaneously achieve large viewing angle and high-fidelity color reconstruction due to the intractable constraints of existing ***,we conceptually propose and experimentally demonstrate a simple and feasible pathway of using a well-designed color liquid crystal grating to overcome the inevitable chromatic aberration and enlarge the holographic viewing angle,thus enabling large-viewing-angle and color holographic 3D *** use of color liquid crystal grating allows performing secondary diffraction modulation on red,green and blue reproduced images simultaneously and extending the viewing angle in the holographic 3D display *** principle,a chromatic aberration-free hologram generation mechanism in combination with the color liquid crystal grating is proposed to pave the way for on such a superior holographic 3D *** proposed system shows a color viewing angle of~50.12°,which is about 7 times that of the traditional system with a single spatial light *** work presents a paradigm for achieving desirable holographic 3D display,and is expected to provide a new way for the wide application of holographic display.

关键词： holographic angle crystal

来源：评论

学校读者我要写书评

暂无评论

Impacts of automated vehicles on human-driving vehicle behaviors on highways: A Literature Review 7

Impacts of automated vehicles on human-driving vehicle behav...

引用

7th IEEE International Conference on transportation Information and Safety, ICTIS 2023

作者： Wu, Jiaxun Qiu, Zhijun Ding, Naikan Zhang, Hui Sanya Science and Education Innovation Park of Wuhan University of Technology Hubei Wuhan430063 China Intelligent Transportation System Research Center Wuhan University of Technology Hubei Wuhan430063 China Engineering Research Center of Transportation Information and Safety Ministry of Education Hubei Wuhan430063 China Key Laboratory of Operation Safety Technology on Transport Vehicles Ministry of Transport Hubei Wuhan430063 China

ISBN: (纸本)9798350308532

The emergence of connected and automated vehicles (CAVs) and advanced communication technologies are believed to greatly alleviate traffic issues. However, it would be a long time before the CAVs reach a full market penetration rate, which means a mixed traffic flow of CAVs and traditional human-driving vehicles is inevitable and subsequent emerging issues may raise. Correspondingly, this study systematically reviews the literature on the impacts of the CAVs on the car-following, lane-changing, and merging behaviors of human-driving drivers on highways. This study is based on 42 key papers of the influence of driving behavior from Web Of Science and Science Direct in the last five years. The results show that the influence of the car-following behavior on human drivers is usually determined by the time headway (THW) and the car-following stability. The difference of lane-changing behavior is often studied by means of lane-changing gap and human driver's perception. The literature on merging behavior mainly focuses on the merging efficiency of vehicles and the driver's feeling. In addition, many studies have established a behavior model considering the interaction between two types of vehicles in a mixed flow scenario, which is the focus of current and future research. Besides, previously, virtual simulation and driving simulation are prevailing approaches for the study of impacts of CAVs, leaving the challenges of field test and validations under varying traffic and roadway situations, especially for the safety critical scenarios. © 2023 IEEE.

关键词： Vehicles

来源：评论

学校读者我要写书评

暂无评论

Flexible Active-matrix Micro-LED Display Utilizing InSnO TFTs with High Mobility of 39.1 cm2V-1s-1 and Mass-production Compatible Process

Flexible Active-matrix Micro-LED Display Utilizing InSnO TFT...

引用

2024 IEEE International Electron Devices Meeting, IEDM 2024

作者： Yu, Zuoxu Sang, Yimeng Zhang, Yuzhen Zhang, Yiyang Shi, Runxiao Liu, Siyang Tao, Tao Li, Xifeng Peng, Cong Zhang, Rong Wu, Wangran Zhuang, Zhe Liu, Bin Sun, Weifeng School of Integrated Circuits National ASIC System Engineering Research Center Southeast University Nanjing China Jiangsu Provincial Key Laboratory of Advanced Photonic and Electronic Materials School of Electronic Science and Engineering Nanjing University Nanjing China School of Integrated Circuits Nanjing University Suzhou China Key Laboratory of Advanced Display and System Applications of the Ministry of Education Shanghai University Shanghai China

ISBN: (纸本)9798350365429

The increasing pursuit of ultrahigh resolution displays has driven the demand for thin film transistors (TFTs) with higher mobility, especially on flexible substrates. In this work, we developed InSnO (ITO) TFTs on flexible substrates and achieved a remarkable average mobility of 39.1 cm2V-1s-1, via mass-production compatible processes utilizing SiO2 gate dielectric. Benefiting from the ultra-flat surface and extremely low coefficient of thermal expansion (CTE) of our PI substrate, the ITO TFTs exhibit excellent wafer-scale uniformity, reliable mechanical flexibility, and robust bending durability. Based on the ITO TFTs, we fabricated flexible 2T1C pixel circuits that can operate in both PAM and PWM schemes. The flip-chip micro-LEDs (μ-LEDs) were transferred to a flexible PI holder nondestructively with the assistance of UV tape and present superior robustness and endurance under cyclic bending. Moreover, we bonded μ-LEDs to the 2T1C pixel circuits and demonstrated a flexible active-matrix μ-LED display. The feasibility of flexible illumination and image control has been verified, providing great potential for high-resolution flexible displays in the future. © 2024 IEEE.

关键词： Thin film transistors

来源：评论

学校读者我要写书评

暂无评论

A Method and Implementation of Automatic Requirement Tracking and Verification for Complex Products Based on X Language 5th

A Method and Implementation of Automatic Requirement Trackin...

引用

5th China Conference on Intelligent Networked Things, CINT 2022

作者： Zhang, Yuteng Gu, Pengfei Chen, Zhen Zhang, Lin Beihang University Beijing100191 China Engineering Research Center of Complex Product Advanced Manufacturing System Ministry of Education Beijing100191 China

ISBN: (纸本)9789811989148

Requirements modeling is often the first step in the development of complex products related to the fields of aviation, aerospace, and shipping. Requirements changes are made throughout the entire lifecycle of complex product development, making it critical to effectively track, manage, and quickly validate requirements. Existing requirements modeling, tracking and verification for complex products often require the collaboration of system-level modeling language SysML and physical-level modeling languages Modelica and Matlab/Simulink, which makes it difficult to track requirements and design products and maintain consistency. To address this problem, this paper proposes a requirement automatic verification method and system based on X language. It can realize the automatic derivation, tracing and verification of the relationship between requirements and design artifacts. First, rules for mining the implicit requirement relationships are defined, a requirement relationship tracking method is proposed based on the rules, and the vertical tracking relationship between requirements and design artifacts is established. Then, the relevant design artifacts are modeled and simulated using X language to verify the target requirements. Based on the above method, a requirement tracking system is developed, which can effectively support the tracking and verification of requirement relationships. Finally, this paper verifies the feasibility and advantages of this automatic requirement verification method and system by using a traffic model as an example. © 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Modeling languages

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：