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Comparison of Support Vector Machine for Apron Allocation 22

Comparison of Support Vector Machine for Apron Allocation

引用

3rd international conference on Industrial control Network and System Engineering Research, ICNSER 2022

作者： Kanjanasurat1, Isoon Purahong, Boonchana Teerapanpong, Saowaluk Benjangkaprasert, Chawalit KOSEN-KMITL Thailand Computer Engineering Department School of Engineering King Mongkut's Institute of Technology Ladkrabang Thailand School of Engineering King Mongkut's Institute of Technology Ladkrabang Thailand

ISBN: (纸本)9781450384964

This paper presents machine learning techniques for classifying parking stand locations in the apron allocation management service that affects total airport ground service processing time at airports where arriving aircraft land. SVM and Kernel SVM algorithms will be used, as well as Polynomial, Gaussian RBF, and Sigmoid, based on five input factors: aircraft identification, estimated time of arrival (ETOA), area of apron, type of aircraft, and target of stands. Then, we compared classification accuracy and performance using the Mean Absolute Error (MAE) and the squared mean error (Root Mean Square Error: RMSE), and discovered that the Gaussian RBF kernel of the SVM algorithm model is more accurate than the other model. This work may be beneficial in assisting airport's decision-makers and enhancing airport operations efficiency and predictability. © 2022 ACM.

关键词： Airports

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Modeling and control of a Two-Wheeled Robot Machine with a Handling Mechanism

Modeling and Control of a Two-Wheeled Robot Machine with a H...

引用

Sciences and Techniques of Automatic control and computer Engineering MI-STA, IEEE international Maghreb Meeting of the conference on

作者： Ahmed J. Abougarair Ifaw F. Buzkhar Electrical and Electronics Engineering University of Tripoli Tripoli Libya

The mathematical model of a two-wheeled robotic machine (TWRM) with five degrees of freedom (DOF) is utilized in this paper to enlarge the workspace and enhance the robot’s flexibility. The suggested machine features five degrees of freedom (DOFs), which makes it suitable for pick-and-place, material handling, and packing tasks in the workplace. The proposed architecture will make it more difficult to control the system to account for the center of mass’ (COM) location changing as a result of managing tasks that must be performed in multiple directions. The state space model was created by linearizing the non-linear modeling equations at the equilibrium point using the Lagrangian modeling. Numerous controllers, including the proportional-integral-derivative (PID), linear-quadratic regulator (LQR), and PID with LQR methods, were tested in order to stabilize the robot. The PID with LQR technique, where PID was used as a feedforward to control the intermediate body (IB) and end-effector and LQR was used as state feedback to regulate all states. These controllers were evaluated while taking into account a variety of circumstances (disturbance signals, tracking pathways, and moving actuators). In terms of least overshoot, rising time, and applied input forces, simulation results showed that PID with LQR controller tuned performed better than the other two control systems.

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Research on the motion law of rod pumps based on digital twin technology 3

Research on the motion law of rod pumps based on digital twi...

引用

3rd international conference on Intelligent control, Measurement and Signal Processing and Intelligent Oil Field, ICMSP 2021

作者： Shen, Fei Ren, Shuang Shuang Zhang, Xiang Yang Luo, Hong Wu Feng, Min Chao Fu, Zhan Bao Northwest Branch of China Petroleum Exploration and Development Research Institute Gansu Province Lanzhou730000 China Key Laboratory of Internet of Things CNPC

ISBN: (纸本)9781665437158

In the process of rod pump lifting, the study on the movement law of rod pump and the distribution of liquid pressure and velocity in the valve barrel of the rod pump is an important basis for judging whether the oil well is normal or not and putting forward effective measures. This paper uses the simulation software platform, combined with the physical model of the laboratory, digital modeling. At the same time, a digital twinning method based on digital twinning model is proposed to analyze the movement law of rod pump. This method can solve the transparency of the production site, and can also make quantitative analysis, draw conclusions of construction significance, and guide the site effectively. © 2021 IEEE.

关键词： computer software

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Research hotspots and trends based on visual network - A case study of the relationship between gender difference and transformational leadership 22

Research hotspots and trends based on visual network - A cas...

引用

3rd international conference on control, Robotics and Intelligent System, CCRIS 2022

作者： Bai, Huilin Doctoral Program of Educational Leadership and Technology Management Department of Education and Futures Design College of Education Tamkang University New Taipei City25137 Taiwan

ISBN: (纸本)9781450396851

Research hotspots and trends in the field of science are the core issues that researchers generally care about. However, in the face of tens of millions of literature data increasing every year, it has always been a difficult problem for researchers to quickly and accurately obtain the research hotspots and trends in the field of research. Taking gender difference and transformational leadership as an example, we use bibliometric analysis as the basic method, Scopus and other databases, and innovative use of visual network view to study the hot topics and research trends in this field. In this study, the visual network is used to present the view of high-yield authors, hot research regions, citation times, keywords, and other dimensions, which provides a new perspective for the research on hot spots and trends. © 2022 ACM.

关键词： computer programming

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Underwater vision Enhancement: Adaptive White Balancing Combined with Nature-Inspired Algorithm Mechanisms 3

Underwater Vision Enhancement: Adaptive White Balancing Comb...

引用

3rd international conference on Disruptive Technologies, ICDT 2025

作者： Verma, Gunjan Sharma, Divya Kumar, Sanjeev Urvashi Saini, Garima Chopra, Taruna G.L. Bajaj Institute of Technology and Management Greater Noida India School of Computer Applications Manav Rachna International Institute of Research and Studies Faridabad India Iintm Janakpuri Guru Gobind Singh Indraprastha University Delhi India

ISBN: (纸本)9798331519582

Underwater reconstructed images often suffer from color cast, low contrast, and reduced brightness due to absorption and scattering effects. Research has shown that underwater environments exhibit low-pass characteristics, leading to the loss of crucial image information and degradation in visual quality. Image enhancement techniques can help recover this lost information. Various underwater image enhancement methods have been proposed;however, existing approaches often introduce artefacts and produce unrealistic results. To address these challenges, we propose a novel adaptive white-balancing method specifically designed for underwater images. This method primarily focuses on correcting a color cast in underwater scenes. Following white balancing, both local and global contrast enhancements are applied to further improve image quality. The artificial bee colony algorithm is employed to significantly enhance contrast, while a Laplacian filter is used to refine local contrast. The proposed method effectively improves contrast and eliminates color cast, resulting in more natural-looking underwater images. Additionally, the integration of different algorithms enhances the quality of degraded images. Experimental results demonstrate that our method outperforms existing techniques, achieving the highest UIQM score (41.78 on RUIE, 44.82 on EUVP datasets) and the lowest BRISQUE score (2.8 on RUIE, 0.8 on EUVP), indicating superior contrast, color correction, and image naturalness. © 2025 IEEE.

关键词： Image enhancement

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Enhancing Blockchain Security through quantum key distribution and evaluating QKD network in QKDNetSim environment

Enhancing Blockchain Security through quantum key distributi...

引用

Power Electronics & IoT Applications in Renewable Energy and its control (PARC), 2020 international conference on

作者： Sakshi Singh Avdhesh Gupta Anu Chaudhary Department of Computer Science & Engineering Ajay Kumar Garg Engineering College Ghaziabad India

The theory of QKD was first introduced in the 1980s. Initially, classical cryptographic methods were used to secure communication, but it was not a secure approach. Quantum Key Distribution (QKD) represents high-tech solution in the arena of secure and reliable cryptography and communication. Quantum key distribution make the use of quantum superposition and quantum entanglement to facilitate the secure interchange of cryptographic keys between two parties, with a theoretical invulnerability resistant to many threats, also including the threats that classical computing faces. On the other hand, blockchain is secured through cryptographic measures. A wide range of block chain applications rely on digital signatures and hash function which is easily traceable by quantum computers. The progress in quantum computing poses a potential risk of compromising existing cryptographic algorithms, in response to this challenge, proposals for potential solutions, such as the development of quantum-resistant blockchains, are being presented. The motivation of this study is to secure blockchain with the help of QKD. Fundamentally, understanding quantum key distribution is challenging. Hence, this research employs a Quantum Key Distribution Network simulator to analyze key distribution. The study focuses on illuminating the security concerns within blockchain and explores a potential solution through the deployment of quantum key distribution. Additionally, the research delves into the examination of a quantum key distribution network using a dedicated simulator.

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Research on the control Strategy of Microgrid Inverter Based on Adaptive Virtual Synchronous Generator System

Research on the Control Strategy of Microgrid Inverter Based...

引用

Power Electronics, computer Applications (ICPECA), IEEE international conference on

作者： Zhiqiang Qi Guodian Hefeng Wind Power Development Co. Ltd. Shenyang China

Considering the high penetration impact on the grid system brought by the grid-connected distributed energy, there is the fact that the conventional grid-connected inverters do not have the advantage of rotational inertia, which can increase the operational risk of the system. Combined with the wind farm multi-terminal DC transmission system, an adaptive virtual synchronous generator control strategy based on the adaptive virtual governor function is proposed. Combined with the virtual synchronous governor module, a virtual synchronous generator (VSG) control strategy with inertial response and primary frequency regulation capability is established. However, considering the fluctuating and intermittent characteristics of distributed power supply, the power supply and demand imbalance will lead to the load state of the energy storage equipment exceeding the safe operation range during the long-term operation. Based on aforementioned questions, the method of adjusting the sag coefficient according to the charge state is extended to the VSG-based control. By introducing the concept of adaptive sag characteristics, the VSG control is further improved by using the method of shifting sag characteristics. The improved VSG control method reduces the impact on the system stability and represents more conducive to the rational distribution of active power and the rapid adjustment of the charge state. The simulation results validate the rationality of the proposed control strategy by using the Matlab/Simulink tool.

关键词： Adaptive systems Power supplies Simulation Microgrids Wind power generation Wind farms Synchronous motors

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Mobile and safe e-cash system based on blockchain 22

Mobile and safe e-cash system based on blockchain

引用

3rd international conference on Industrial control Network and System Engineering Research, ICNSER 2022

作者： Huang, Ting College of Computer and Information Technology China Three Gorges University Hubei China

ISBN: (纸本)9781450384964

My system is applied to mobile terminals for electronic payment. This system can circulate in multi bank. My electronic cash circulates in the blockchain, the bank is no longer the bottleneck of the e-payment. This thesis researches on the agreement of the payment agreement, the verification agreement, the search agreement .These agreement are encrypted by the elliptic curve cryptography (ECC).This system is uncomplicated, efficient, security, and the system suits the mobile electronic payment terminals of which power, memory, network bandwidth, operand capacity accommdate are extraordinary constrained. This system can prevent from repeating use, non-frameability, wiretap, misrepresenting and "perfect crime"too. It can secure against misidentification assault, secure against anonymity assault, secure against association assault. Anonymity of the e-transaction initiator and recipient can be ensured. The receiver cannot repudiates the e-transaction. © 2022 ACM.

关键词： Electronic money

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Research on Detection Method of Internal Defects of Metal Materials Based on computer vision 3rd

Research on Detection Method of Internal Defects of Metal Ma...

引用

3rd EAI international conference on Multimedia Technology and Enhanced Learning, ICMTEL 2021

作者： Zhang, Li Zhao, Ying Nanchang Institute of Science and Technology Nanchang330108 China

ISBN: (纸本)9783030825614

In order to improve the accuracy of detecting internal defects of metal materials, a method of detecting internal defects of metal materials is designed based on computer vision. First, computer vision methods are used to collect internal images of metal materials, and then the images are processed and image features are extracted. Finally, accurate detection of internal defects of metal materials was carried out. The experimental results show that, compared with the traditional detection methods, the detection accuracy of the metal material internal defect detection method based on computer vision is high, and the detection time is short, which proves that it has high practical application significance. © 2021, ICST Institute for computer Sciences, Social Informatics and Telecommunications Engineering.

关键词： computer vision

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Measuring University Impact: Wikipedia Approach 3

Measuring University Impact: Wikipedia Approach

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3rd international conference on control Systems, Mathematical Modeling, Automation and Energy Efficiency, SUMMA 2021

作者： Babkina, Tatiana Kozitsina Goiko, Viacheslav Khomutenko, Valentin Palkin, Roman Mundrievskaya, Yulia Myagkov, Mikhail Sukhareva, Maria Froumin, Isak Federal Research Center Computer Science and Control Russian Academy of Sciences Moscow Russia Tomsk State University Laboratory of Big Data in Social Sciences Tomsk Russia Tomsk State University University of Oregon Laboratory of Big Data in Social Sciences Department of Political Science Eugene United States Moscow State University Public Administration Faculty Moscow Russia National Research University Higher School of Economics Institute of Education Moscow Russia

ISBN: (纸本)9781665439817

The impact of universities on the social, economic, and political landscape is one of the key directions in contemporary educational evaluation. In this paper, we discuss the new methodological technique that evaluates the impact of university based on popularity (number of page-views) of their alumni's pages on Wikipedia. It allows revealing the alumni popularity dynamics and tracking its state. Preliminary analysis shows that the number of page-views is higher for the contemporary persons that prove the perspectives of this approach. Then, universities were ranked based on the methodology and compared to the famous international university rankings ARWU and QS based only on alumni scales: for the top 10 universities, there is an intersection of two universities (Columbia University, Stanford University). The correlation coefficients between different university rankings are provided in the paper. Finally, the ranking based on the alumni popularity was compared with the ranking of universities based on the popularity of their webpages on Wikipedia: there is a strong connection between these indicators. © 2021 IEEE.

关键词： Data mining

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