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2021 international conference on Mechanical Automation and computer Engineering, MACE 2021

2021 International Conference on Mechanical Automation and C...

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2021 2nd international conference on Mechanical Automation and computer Engineering, MACE 2021

The proceedings contain 51 papers. The topics discussed include: design of distributed substation high voltage electrical equipment online monitoring system based on image segmentation technology;design and analysis of road load detection machine based on computer technology;mechanical design and improvement of computer automatic production line;MATLAB simulation of current-carrying friction between catenary and bow net of high-speed train under fluctuating load;application of artificial intelligence technology in decision-making of mechanical manufacturing process;and helicopter training simulator measurement and control system based on computer simulation technology.

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Design and modelling of a Micro Flow Sensor Based on Finite Element Method

Design and Modelling of a Micro Flow Sensor Based on Finite ...

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Computational Modeling, simulation and Data Analysis (CMSDA), international conference on

作者： Yuyang Chen Can Wang Junlong Xu Yonghe Jin Shanghai Institute of Measurement and Testing Technology Shanghai CHINA

With the progress of the research on MEMS, the traditional industry and fluid mechanics research of flow sensor reach to the high level of integration, miniaturization, high precision, high reliability direction. At the same time, the development of life science greatly promoted for microfluidics, study subjects such as biology, medicine, health have also improved the development of new type micro flow sensor. Micro flow sensor has become an important research direction. In this paper, based on the MEMS manufacturing process, a flow sensor with a titanium layer of 300 nm is designed and simulated by using FEM software in the environment of machining thickness of 100 nm grade and flow rate of microliter grade. simulation result shows that when applying a flow rate of $10\ \mu\mathrm{L}/\min$ , temperature difference $\Delta\mathrm{T}$ between the two temperature sensors is about 12°C to 14°C.

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The Method of processing Abnormal Values for Flight Test Data Based on Wavelet Transform

The Method of Processing Abnormal Values for Flight Test Dat...

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Electronic Information Engineering and computer Technology (EIECT), international conference on

作者： Jingxiang Xu Lei Zuo Zheng Zhao National Laboratory of Radar Signal Processing Xidian University Xi’an China State Key Laboratory of Experimental Physics and Computational Mathematics Beijing China

In the flight test data, there usually are abnormal values due to uncertainties in acquisition, storage and transmission. processing the abnormal values is essential to ensure the accuracy of subsequent test data analysis. In this paper, we propose an abnormal value processing method based on wavelet transform for flight test data. We use the summation of high- frequency wavelet details as the characteristic quantity for abnormal value detection. Moreover, the detection threshold is constructed based on the idea of constant false alarm detection to locate and process the abnormal values. simulation results show that the method can detect and process the abnormal values in the time-series flight test data fast and accurately.

关键词： Wavelet transforms Uncertainty Data analysis simulation Feature extraction Robustness High frequency

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simulation analysis of SnAgCu brazed joints based on ANSYS-workbench 2

Simulation analysis of SnAgCu brazed joints based on ANSYS-w...

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2021 2nd international conference on computer Science and Communication Technology, ICCSCT 2021

作者： Hu, Yuchao Yang, Hui Department of Mechanical and Control Engineering Guilin University of Technology Guilin China

With the continuous development of computer technology, simulation technology has been more widely used. Through the ANSYS-Workbench software to simulate the solder ball shear experiment, the strain stress and the overall deformation cloud map were obtained, and the distribution law of the solder ball and IMC stress and strain in the shear test was found. There is no significant difference compared with the actual experimental results. The reliability is high, which provides a certain reference for the development and experiment of SAC solder joints, and accelerates the development process. © 2021 Institute of Physics Publishing. All rights reserved.

关键词： Silver alloys

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Planning For Parking Space Navigation in Multi-Storey Car Parking Lot 2

Planning For Parking Space Navigation in Multi-Storey Car Pa...

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2nd international conference on Internet of Things and Smart City, IoTSC 2022

作者： Xian, Junwei Liang, Ruishi Rao, Dongning Liu, Jie School of Computer Guangdong University of Technology Guangzhou510006 China School of Computer Science University of Electronic Science and Technology of China Zhongshan Institute Zhongshan528402 China School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu611731 China

ISBN: (纸本)9781510654990

Currently, the number of motor vehicles in the city continues to increase, and large parking lots have become the main space for parking. One of the challenges of parking space navigation planning is to efficiently and conveniently park the vehicle in a specific parking space in a short time. In addition, the factors that need to be considered in the process of parking space navigation have increased, such as multiple exits, entrances, and multiple floors. In this paper, based on AI planning technology, we model the Parking Space Navigation in Multi-Storey Car Parking Lot as a standard planning task and use PDDL to construct the domain modelling. Then a state-of-the-art planner is employed to solve the generated planning task. The plan solution of the parking task can be used to guide the car drivers to park their vehicles to suitable or specified locations. Experiment shows that the method in this paper can precisely describe the parking space navigation problem and give high-quality instruction to help drivers park their vehicles. © 2022 SPIE

关键词： Parks

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Research on AI Tool Development System for Improving the Efficiency of Intelligent Services in Tourism Cities

Research on AI Tool Development System for Improving the Eff...

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Electrical, Automation and computer Engineering (ICEACE), international conference on

作者： Suiling Ou Guangdong Business and Technology University Zhaoqing China

ISBN: (数字)9798350368208

ISBN: (纸本)9798350368215

This paper proposes an intelligent tourism recommendation system based on artificial intelligence (AI) tools, aiming to provide tourists with more accurate personalized recommendation services. The system adopts the Wide Deep model architecture and combines natural language processing (NLP) technology to achieve multi-dimensional user behavior analysis and recommendation optimization. In the Wide part, the system captures the basic preference characteristics of tourists, such as historical browsing records, geographic location, and basic user information, which helps to quickly match tourist resources related to tourists' preferences. The Deep part uses deep learning technology to deeply explore tourists' potential needs and behavior patterns. Through the analysis of complex interactive behaviors, the system can better understand users' personalized preferences. In addition, the system also integrates natural language processing technology to further enrich the input data of the system by analyzing tourists' feedback, comments, and public information on social media, thereby improving the comprehensiveness and accuracy of recommendations. This paper designs an efficient algorithm process to ensure high computational efficiency when processing large-scale data. simulation tests show that the system improves the recommendation accuracy by 12% compared with traditional recommendation methods, and shortens the response time by 20%, which fully verifies the advantages of the system in practical applications.

关键词： Deep learning Accuracy Social networking (online) simulation Urban areas Natural language processing Time factors Artificial intelligence Recommender systems Optimization

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Precise Movement Control of Agricultural Robot Car Based on PID Control Algorithm

Precise Movement Control of Agricultural Robot Car Based on ...

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Image processing and computer Applications (ICIPCA), IEEE international conference on

作者： Lingfei Xiao School of International Education Wuhan University of Technology Wuhan China

ISBN: (数字)9798350360240

ISBN: (纸本)9798350384161

Proportional integral derivative (PID) algorithm control is the most common control method in robot control, and agricultural harvesting robots have been a very popular robot application in recent years. This algorithm can achieve precise movement of the car, thereby promoting the implementation of robot automation for picking. This article utilizes the simulation function in Simulink in Matlab software to explore the impact of different parameter choices in the PID process on control effectiveness. Based on the analysis of the results, appropriate parameters for the proportional, integral, and differential links were ultimately obtained, and ideal control effects were achieved. In the discussion section, this article gradually analyzed the role of each link in PID control and the different values of parameters that can lead to different control results. Based on the research results obtained, there are still many challenges and opportunities surrounding of intelligent agricultural robot. This article provides some suggestions for the future development and improvement of PID algorithm control, so that it can be applied to more complex situations and continue to explore new research directions and application scenarios. Through such efforts, it's believed that the intelligence of agricultural robot will become an important development direction in the future agricultural production field.

关键词： Agricultural robots PI control Software packages Heuristic algorithms Software algorithms Robot control Autonomous automobiles PD control Automobiles Vehicle dynamics

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Sum Rate Analysis for 5G Massive MIMO Communication System based on Deep Neural Network

Sum Rate Analysis for 5G Massive MIMO Communication System b...

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computer System, Information Technology, and Electrical Engineering (COSITE), international conference on

作者： Muhammad Nizam Ramzi Adriman Yunida Yunida Nasaruddin Nasaruddin Department of Electrical Engineering and Computer Universitas Syiah Kuala Banda Aceh Indonesia

The evolution of wireless communication technology is inextricably linked to the growing demand from consumers to connect multiple devices to the network. Massive multiple input multiple output (MIMO) is a new advancement compared to conventional communication systems, which use tens to hundreds of interconnected antennas that serve multiple user terminals at the same time and frequency. 5G’s massive MIMO system performance degrades as a result of its extensive use of antennas; consequently, it is characterized by high complexity and wasteful energy consumption. The sum rate is an essential system performance parameter in 5G massive MIMO. Deep learning (DL) is utilized to advance and enable the maximum potential of 5G massive MIMO in order to increase the sum rate. DL can process, generate, and provide sophisticated analysis on virtually any given task, with concise and verifiable outcomes. Consequently, this paper analyzes the 5G massive MIMO sum rate using a deep neural network (DNN). The proposed DNN technique employs seven hidden layers per node (512, 256, 128, 128, 32, 5, and 6) and Relu activation. The aggregate rate was obtained by simulating the 5G massive MIMO system model with the DNN. The simulation results demonstrated that the DNN algorithm was able to produce a high sum rate value and is superior to conventional 5G massive MIMO.

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Research on simulation of Satellite Communication Networks Based on Non cooperative Games 23

Research on Simulation of Satellite Communication Networks B...

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Proceedings of the 2nd international conference on Signal processing, computer Networks and Communications

作者： Shisong Yang Peng Yang Teng Wu School of Computer Science and Engineering Tianjin University of Technology China

ISBN: (纸本)9798400716430

With the widespread application of satellite communication systems and the explosive growth of mobile terminals, various demands have brought considerable pressure to the satellite communication system. There are many network stability and security issues in the satellite communication process, leading to the proposal of a non-cooperative game-based satellite network communication method. Both sides engage in non-cooperative games: during the attack and defense process of the satellite communication network, the attacking side exploits vulnerabilities in the satellite communication network system to maximize the attack effect, taking a series of attack actions to achieve a certain goal of disrupting the communication network system. The defense side, in response to the performance requirements of the satellite communication network system and the attacks it faces, takes a series of defense actions [3]. The antagonism, non-cooperation, and high degree of strategic dependence in communication network attacks and defenses are closely related to game theory. After the attack and defense process begins, the attacking side continuously adjusts the next round of attack strategy based on the attacks launched and the gains obtained, while the defense side, to maximize its own gains, will maintain smooth satellite network communication as much as possible based on the contract routing algorithm.

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3D Printing of Prototypes Starting from Medical Imaging: A Liver Case Study 2nd

3D Printing of Prototypes Starting from Medical Imaging: A L...

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2nd international conference on Design Tools and Methods in Industrial Engineering (ADM)

作者： Guachi, Robinson Bici, Michele Bini, Fabiano Esteban Calispa, Marcelo Oscullo, Cristina Guachi, Lorena Campana, Francesca Marinozzi, Franco DIMA Sapienza Univ Rome Dept Mech & Aerosp Engn I-00184 Rome Italy Univ Int Ecuador UIDE Dept Mechatron Ave Simon Bolivar Quito 170411 Ecuador Escuela Super Politecn Chimborazo ESPOCH Dept Mech Engn Panamer Sur Km 1 1-2 Riobamba 060155 Ecuador SDAS Res Grp Ibarra Ecuador

ISBN: (纸本)9783030912345;9783030912338

Hepatic diseases are serious condition worldwide, and several times doctors analyse the situation and elaborates a preoperative planning based exclusively on the medical images, which are a drawback since they only provide a 2D vision and the location of the damaged tissues in the three-dimensional space cannot be easily determined by surgeons. Nowadays, with the advancement of computer Aided Design (CAD) technologies and image segmentation, a digital liver model can be obtained to help understand the particular medical case;even with the geometric model, a virtual simulation can be elaborated. This work is divided into two phases;the first phase involves a workflow to create a liver geometrical model from medical images. Whereas the second phase provides a methodology to achieve liver prototype, using the technique of fused deposition modelling (FDM). The two stages determine and evaluate the most influencing parameters to make this design repeatable in different hepatic diseases. The reported case study provides a valuable method for optimizing preoperative plans for liver disease. In addition, the prototype built with additive manufacturing will allow the new doctors to speed up their learning curve, since they can manipulate the real geometry of the patient's liver with their hands.

关键词： Image segmentation Convolutional neural network 3D printing FDM Liver disease

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