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Application of computer Artificial Intelligence Technology to Control engineering in Mechanical automation and Electronic engineering

Application of Computer Artificial Intelligence Technology t...

引用

2023 international conference on Applied Physics and Computing, ICAPC 2023

作者： Tao, Weiming Yang, Yiting Anhui Electrical Engineering Professional Technique College Department of Automation Anhui Ma'anshan China Anhui Electrical Engineering Professional Technique College Department of Electrical Engineering Anhui Bengbu China

ISBN: (纸本)9798350359244

This paper proposes an artificial intelligence network architecture based on software-defined network. The system has two independent characteristics of centralized control, distributed routing, control and forwarding, and has strong scalability and programmability. This project intends to use electrical control methods to collect massive amounts of various types of information from the base network, and analyze it through big data and artificial intelligence methods to obtain basic network characteristic data. The interference suppression algorithm based on local vision is studied. The attacked category network is set as an authentication factor and fixed parameters are set. The corresponding control design algorithm is established, and the generated algorithm can realize the local visibility of interference to a certain extent by optimizing the deception loss, diversity loss and distance loss. The published images of machine control items are tested, and the results show that the proposed algorithm has good destruction-resistance. © 2023 IEEE.

关键词： Network architecture

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Hydro-Environmental Autonomous Cleaning System (HEACS)

Hydro-Environmental Autonomous Cleaning System (HEACS)

引用

2025 IEEE international Students' conference on Electrical, Electronics and computer Science, SCEECS 2025

作者： Ingale, Kiran Junghare, Rugved Jadhav, Atharva Jain, Rishi Jadhav, Digvijayy Jadhav, Tanaya Jasuja, Ishita Vishwakarma Institute of Technology Department of Multidisciplinary Engineering Pune India

ISBN: (纸本)9798331529833

The Hydro-Environmental Autonomous Cleaning System (HEACS) addresses the critical issue of water pollution by autonomously collecting waste from water bodies and monitoring water quality. This system integrates a conveyor belt mechanism powered by DC motors for efficient waste collection, including oil spills. Water quality is maintained using Total Dissolved Solids (TDS) sensors, which trigger the injection of purifying chemicals like 777 Bioconcentrate, chlorine dioxide, Copper Sulphate, or Aluminium Sulphate when necessary. Collected garbage weight is measured using load sensors, with real-time data displayed on an LCD connected to an Arduino Uno. Autonomous navigation and operation are managed via Rx/Tx modules, ensuring effective performance in various environmental conditions. HEACS offers a comprehensive solution for water pollution control, combining automation, effective waste management, and environmental monitoring to protect aquatic ecosystems. © 2025 IEEE.

关键词： Oil spills

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Design and Implementation of an Intelligent Document Extraction and Review System Based on Multimodal Large Language Models 24

Design and Implementation of an Intelligent Document Extract...

引用

5th international conference on computer Science and Management Technology, ICCSMT 2024

作者： Qiu, Han Sun, Chuanqiang Chen, Hongyun Zou, Baoyu Dong, Zizheng Huazhong University of Science and Technology Hubei Wuhan China Shandong Provincial E-Government Big Data Engineering Technology Research Center Shandong Jinan China Shandong Banner Information Co. Ltd. Shandong Jinan China

ISBN: (纸本)9798400709999

This study aims to address the issues of low efficiency and high manual involvement in existing government affairs processes by proposing an automated system based on large model *** system integrates modules such as data collection, natural language processing, business rule engine, process generation, and intelligent *** include using large models to transform unstructured government information into executable rules, automatically generating process models and documents, and implementing intelligent approval and automated verification at key *** results indicate that the system significantly enhances the automation level and execution efficiency of government affairs processes, providing a new solution for the intelligent transformation of government management. © 2024 Copyright held by the owner/author(s). Publication rights licensed to ACM.

关键词： Efficiency

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A Multi-mission Payload Unmanned Surface Vehicle System 5

A Multi-mission Payload Unmanned Surface Vehicle System

引用

5th international conference on Communications, Information System and computer engineering, CISCE 2023

作者： Li, Erlei Zhou, Zuopeng Zhang, Zhiqin Jiangsu Automation Research Institute New Technology Research Department Lianyungang China Jiangsu Automation Research Institute Science and Technology Department Lianyungang China Jiangsu Automation Research Institute Electronic Equipment Business Department Lianyungang China

ISBN: (纸本)9798350326796

In recent years, with the rapid development of science and technology towards information and intelligence, unmanned war mode is gradually becoming the new trend of future war development. In the unmanned system architecture, USV is an important cross domain node of air, ground, sea and submarine stereoscopic unmanned combat system, and has become the focus of research in various countries in recent years. Firstly, this paper introduces the domestic and foreign research status of USV system;Then, the composition and logic architecture of a multi-mission payload USV system proposed in this paper are introduced in detail;Finally, the sea experiment is conducted for the satellite navigation failure environment and sonar underwater target detection. The experimental results show that the positioning error can be kept below 0.138% for the satellite navigation failure environment(Using GPS positioning data on the evaluation system as the true value), and the false alarm rate can be reduced by 9.3% in the joint detection of underwater targets with forward looking and side scanning sonar. © 2023 IEEE.

关键词： Global positioning system

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AI Based Data Augmentation Process Used to Find the Defect in Injection Molding

AI Based Data Augmentation Process Used to Find the Defect i...

引用

2023 international conference on New Frontiers in Communication, automation, Management and Security, ICCAMS 2023

作者： Rebekah, Repalle Deepthi Crestose Laxmaiah, G. Raj, S Solomon Singh, Samit Kumar Hazela, Bramah Verma, Manish Kumar Ravindra College of Engineering for Women Department of Computer Science and Engineering Andhra Pradesh Kurnool India Chaitanya Bharathi Institute of Technology Department of Mechanical Engineering Hyderabad India Bhoj Reddy Engineering College for Women Department of Mechanical Engineering Hyderabad India Amity University Amity School of Engineering & Technology Department of Computer Science and Engineering Lucknow India Lovely Professional University Department of Psychology Phagwara India

ISBN: (纸本)9798350317060

Automatic quality examination is now receiving attention as a vital element of the industry 4.o. However, because of the variety of products, challenges associated with creating uniformly high-quality product pictures, and short cycle durations, injection molding technologies have not gotten much attention in this field of study. In this work, we suggested an injection molding defect inspection method for edge intelligence. The data imbalance and scarcity issues faced by small and medium-sized businesses (SMEs) are addressed via data augmentation, implemented the unique technique of the injection process, and evaluated effectiveness of the created AI model. The suggested model's accuracy was more than 90%, demonstrating the system's viability for use in the real world. © 2023 IEEE.

关键词： Injection molding

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Dockomation System 14

Dockomation System

引用

14th international conference on Computing Communication and Networking Technologies, ICCCNT 2023

作者： Dhanse, Saqlain Chandane, M.M. Chavan, Amol V.J.T.I. Computer Engineering Mumbai India V.J.T.I. Computer Engineering and Information Technology Mumbai India Dell Emc Data Protection Appliance Pune India

ISBN: (纸本)9798350335095

Delivering a good quality product is the prime requirement for software development process in which the quality aspects include consistency, reproducibility, environment dependency, etc. wherein execution time is a decisive factor for grading any software. automation plays a crucial role in reducing time, effort, cost and manual errors to ensure high quality results by surpassing human errors. Most of the software automation tools currently being used are based on virtual machines. One of such prominently used tools is Jenkins. However it suffers from configuration time, execution time, complex user interface, cronjob triggering and host environment dependency. A docker based automation system (Dockomation) has been proposed to address the outset issues. The proposed system has been implemented in python and tested in the real time environment. The comparative assessment with Jenkins in terms of configuration time, execution time, etc. shows that Dockomation outperforms Jenkins. © 2023 IEEE.

关键词： Grading

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The role of service-oriented human-computer interaction of Low-resource, high-efficiency public transit systems

The role of service-oriented human-computer interaction of L...

引用

2023 Annual international conference on Emerging Research Areas: international conference on Intelligent Systems, AICERA/ICIS 2023

作者： Ali, Rabei Raad Fouad, Laith Alubady, Raaid Ahmed, Wasan Saad Ahmed, Ibrahem Jawad, Israa Abed National University of Science and Technology Department of Medical Devices Engineering Technologies Nasiriyah Dhi Qar Iraq Medical Instruments Engineering Techniques Al-farahidi University Baghdad Iraq Technical Engineering College Al-Ayen University Thi-Qar Iraq Computer Technologies Engineering Al-Turath University Baghdad Iraq Al-Kunooze University College Technical Computer Engineering Department Basrah Iraq Al-Nisour University College Computer Engineering Techniques Baghdad Iraq

ISBN: (纸本)9798350303452

Human-computer interaction (HCI) is crucial to improving public transportation in low-resource settings. The degree that people give up control to computers is a topic of discussion in various settings, including implementing smart transportation systems in rural areas. Disaster occurs because people don't believe in the system or try to change its decisions. Therefore, this study proposes a Service-Oriented Human-computer Interaction (SO-HCI) model for efficient rural public transit. An inter-agent strategy for monitoring the rural transportation channel and the user information service is described in the service-oriented model. Human-computer interaction (HCI) is designed to maximize a predetermined level of mechanized efficiency;this efficiency level can be achieved in various automation settings, and HCI's way of thinking can shift over time. In the SO-HCI model, the uncertainty of misleading user expectations and a routine and formally defined transportation system result from implementing the Markov framework paradigm. Based on empirical evidence, the proposed SO-HCI model for rural smart transportation systems significantly outperforms the state-of-the-art in terms of rural mobility (97.6%), accessibility (95.4%), demand response (94.5%), travel behavior prediction (98.7%), and operating cost (11.2%). © 2023 IEEE.

关键词： Rural areas

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Research on a processing scheme of weak photoelectric signal based on FPGA 5

Research on a processing scheme of weak photoelectric signal...

引用

2023 5th international conference on Information Science, Electrical, and automation engineering, ISEAE 2023

作者： Xiong, Yizhu Zhao, Ze Li, Wenjing Sun, Xibin Guangdong Polytechnic of Science and Technology College of Computer Zhuhai519090 China Guangdong Shunde Innovation Design Research Institute Foshan528311 China

ISBN: (纸本)9781510667440

This paper introduces a weak optical signal processing scheme based on FPGA. Through the design of weak signal conditioning module, data acquisition control module, FPGA and peripheral modules, multi-channel acquisition, amplification, filtering and processing of weak light signals are realized. Finally, the feasibility of the scheme is verified through relevant experiments. © COPYRIGHT SPIE. Downloading of the abstract is permitted for personal use only.

关键词： Field programmable gate arrays (FPGA)

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Design and Application of a Belt-Type Water Surface Garbage Collection Device Based on Machine Vision 24

Design and Application of a Belt-Type Water Surface Garbage ...

引用

8th international conference on Electronic Information Technology and computer engineering, EITCE 2024

作者： Zhou, Han Chen, Danping Lin, Zhizhi College of Mechanical and Electrical Engineering Hainan Vocational University of Science and Technology Hainan Haikou China

ISBN: (纸本)9798400710094

This paper investigates a novel belt-type water surface garbage collector, designed to enhance the intelligence and efficiency of garbage collection systems. To address the mechanical structure and control system of the water surface garbage collector, we propose a comprehensive solution based on machine vision technology, integrating autonomous control and a conveyor belt mechanism. Initially, the paper reviews the current state of research and development trends in belt-type water surface garbage collectors, analyzing the advantages, limitations, and challenges of existing technologies. Subsequently, we detail the design and implementation of an efficient machine vision system, including mechanical structure design, automatic control systems, and system integration and testing. In the implementation process, machine vision technology is employed to enable the collector to identify and quickly locate garbage in complex water surface environments. The experimental results indicate that the belt-type water surface garbage collector, integrated with a machine vision system, significantly improves the accuracy of garbage detection and classification, completing autonomous cleaning tasks without human intervention. The findings of this study offer new technological pathways and methods for enhancing the intelligence and automation of belt-type water surface garbage collectors, laying a foundation for the future development of water surface garbage cleaning technologies. © 2024 Copyright held by the owner/author(s).

关键词： Machine vision

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Expert Initialized Reinforcement Learning with Application to Robotic Assembly 18

Expert Initialized Reinforcement Learning with Application t...

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IEEE 18th international conference on automation Science and engineering (IEEE CASE)

作者： Langaa, Jeppe Sloth, Christoffer Univ Southern Denmark Maersk McKinney Moller Inst Odense Denmark

ISBN: (数字)9781665490429

ISBN: (纸本)9781665490429

This paper investigates the advantages and boundaries of actor-critic reinforcement learning algorithms in an industrial setting. We compare and discuss Cycle of Learning, Deep Deterministic Policy Gradient and Twin Delayed Deep Deterministic Policy Gradient with respect to performance in simulation as well as on a real robot setup. Furthermore, it emphasizes the importance and potential of combining demonstrated expert behavior with the actor-critic reinforcement learning setting while using it with an admittance controller to solve an industrial assembly task. Cycle of Learning and Twin Delayed Deep Deterministic Policy Gradient showed to be equally usable in simulation, while Cycle of Learning proved to be best on a real world application due to the behavior cloning loss that enables the agent to learn rapidly. The results also demonstrated that it is a necessity to incorporate an admittance controller in order to transfer the learned behavior to a real robot.

关键词： Training Robotic assembly computer aided software engineering automation Service robots Cloning Reinforcement learning

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