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Cloud-Enabled Bio-Inspired Optimization: A Scalable Solution for Complex Real-World Problems 3

Cloud-Enabled Bio-Inspired Optimization: A Scalable Solution...

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3rd international conference on Intelligent Data Communication technologies and Internet of Things, IDCIoT 2025

作者： Shreya Sakthi, U.R. Sruthi, S. Shruti, S.G. Rajganesh, N. Department of Computer Science and Engineering Sri Venkateswara College of Engineering Sriperumbudur India

ISBN: (纸本)9798331527549

Bio-inspired optimization algorithms, encompassing swarm intelligence, neural networks, fuzzy logic, and evolutionary algorithms, are powerful tools for addressing complex real-world optimization problems. However, their effectiveness is often constrained by the computational demands of training and execution, which surpass the capabilities of traditional computing platforms—particularly when dealing with massive datasets or intricate optimization challenges. These limitations restrict the practical applicability of such algorithms. This work introduces a framework that leverages cloud computing as a scalable and efficient platform to overcome these computational barriers. By integrating bio-inspired optimization techniques with the elastic and high-performance resources of cloud environments, this research demonstrates significant improvements in both the scope and efficiency of these algorithms. Experimental results validate the proposed approach, showcasing enhanced performance, reduced execution time, and the ability to solve larger and more complex real-world problems, thereby unlocking the full potential of bio-inspired optimization in practical applications. © 2025 IEEE.

关键词： Cloud platforms

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Comparison of Different User Interfaces for 360-Degree Videos in VR-Based Healthcare Education

Comparison of Different User Interfaces for 360-Degree Video...

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18th international Joint conference on Biomedical engineering Systems and technologies, BIOSTEC 2025

作者： Hu, Yan Berner, Jessica Sundstedt, Veronica Perlesi, Ivan Department of Computer Science Blekinge Institute of Technology Karlskrona Sweden Department of Built Environment Eindhoven University of Technology Netherlands Virotea AB Malmö Sweden

Extended reality (XR) technology has been increasingly used in many areas, one being healthcare. This paper presents a pilot study comparing two 360-degree virtual reality (VR) healthcare applications. The applications were evaluated by eight nursing students who evaluated both interfaces based on the User Experience Questionnaire (UEQ), the System Usability Scale (SUS), and the Simulator Sickness Questionnaire (SSQ). Results show that both applications could provide a positive user experience and high usability, with some improvements shown in the second version of the application. The SSQ scores also showed that minimal motion sickness occurred. Overall, all participants thought the VR-based education provided an innovative alternative to traditional education scenarios. © 2025 by SCITEPRESS – Science and Technology Publications, Lda.

关键词： Virtual environments

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Enhancement of Power Quality in a Standalone PV-Wind-Battery Hybrid Microgrid with ANN-LSTM Controllers 1

Enhancement of Power Quality in a Standalone PV-Wind-Battery...

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1st international conference on Advances in computer Science, Electrical, Electronics, and Communication technologies, CE2CT 2025

作者： Albtoush, Faten Al-Mattarneh, Hashem Rao, Burada Sankara Kumar, K. Siva Yadav, Ravindrakumar Devi, M. Malladhi, Nagarjuna Jadara University Department of Civil Engineering Irbid Jordan Yarmouk University Department of Civil Engineering Irbid Jordan CPGC Pvt. Ltd ERG Foundation Andhra Pradesh Visakhapatnam India Department of EEE Andhra Pradesh Puttur India Krishna School of Emerging Technology and Applied Research Gujarat Vadodara India New Prince Shri Bhavani College of Engineering and Technology Department of EEE Tamil Nadu Chennai India Vardhaman College of Engineering Department of ECE Telangana Hyderabad India

ISBN: (纸本)9798331518578

The global world is investigating renewable energy alternatives to fight climate change and lessen dependency on non-renewable resources. Although the usage of solar and wind energy has increased dramatically, variations in sun radiation and wind speed are still unpredictable. An energy storage system is necessary to convert various energy sources into electricity and maximize their use. Batteries are a popular choice for medium power applications, but because of their frequent maintenance needs and susceptibility to self-discharge, their storage capacity rapidly declines. Compared to batteries, hydrogen storage is a more cost-effective solution for high power applications. It can be used to generate electricity and for transportation. Using electrical energy, an electrolyzer can efficiently separate water into hydrogen and oxygen. However, the slow heat transfer dynamics make it difficult to produce hydrogen quickly, necessitating the use of a new management technique to increase production efficiency in the face of variations in wind speed, solar irradiance, buck, boost, and bidirectional DC circuits are employed to achieve a stable voltage at the dc-link, regardless of fluctuations in various working scenarios. A new control methodology is developed to maintain power quality and to regulate energy within the hybrid standalone Microgrid. The proposed control strategy utilizes LSTM-ANN controllers, which exhibit superior performance compared to conventional controllers. The results of this study illustrate the methodology for assessing performance across various scenarios through the use of two OPAL-RT units and Hardware-in-the-Loop (HIL) testing. © 2025 IEEE.

关键词： Hydrogen storage

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Eye-Gaze Controlled Virtual Keyboard Using Blink Detection for Accessible Hands-Free Communication

Eye-Gaze Controlled Virtual Keyboard Using Blink Detection f...

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2025 IEEE international conference on Computational, Communication and Information Technology, ICCCIT 2025

作者： Varshini, B. Guru Manimegalai, A. Abirami, S. Dimple Kalaiselvi, S. National Engineering College Tuticorin District Tamil Nadu Kovilpatti India CSE National Engineering College Tuticorin District Tamil Nadu Kovilpatti India

ISBN: (纸本)9798331512965

The inability to interact with traditional input devices like keyboards poses significant challenges for individuals with motor impairments. Existing assistive technologies often rely on cumbersome and expensive hardware solutions, which are not accessible to everyone. This paper addresses the problem by presenting an affordable and accessible gaze-controlled virtual keyboard that uses only a standard webcam. The project utilizes computer vision algorithms, specifically dlib's face detection and shape prediction, to detect facial landmarks and calculate the Eye Aspect Ratio (EAR), which enables accurate eye-blink detection. The system is designed to dynamically highlight letter groups on a virtual keyboard, allowing users to select keys through a series of eye blinks. The keyboard switches between letter groups and individual letters, facilitating text entry without requiring physical input. The proposed solution demonstrates how computer vision techniques can be used to enhance accessibility and independence for users with severe motor disabilities by providing a practical and user-friendly interface. © 2025 IEEE.

关键词： Assistive technology

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A Cyber-physical Infrastructure for Smart Energy Buildings 1st

A Cyber-Physical Infrastructure for Smart Energy Buildings

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1st international Workshop on the Design, Verification, and Validation of IoT Systems, GRAAL4IoT 2024 and 1st international Workshop on IoT Standards, STAND4IoT 2024, held in conjunction with 7th IFIP WG 5.5 international Cross-Domain conference on Internet of Things, IFIPIoT 2024

作者： Couraud, Benoit Franquet, Erwin Quinard, Honorat Barre, Pierre-Jean Moura, Paulo Rozier, Yann Dechavanne, Franck Costini, Pierre El Youssfi, Azeddine Taha, Ahmad Norbu, Sonam Flynn, David Université Côte d’Azur IMREDD Nice France James Watt School of Engineering University of Glasgow Glasgow United Kingdom Université Côte d’Azur Polytech’Lab Nice France

ISBN: (纸本)9783031820649

The advancement of renewable energy and low carbon technologies, such as electric vehicles, necessitates that smart buildings adopt innovative energy use cases to become adaptive and responsive. Additionally, the proliferation of Internet of Things (IoT) devices introduces new applications for enhancing comfort, air quality, health, and energy consumption. These evolutions require Building Automation Systems (BAS) to manage new devices and implement novel applications, which are often beyond the capabilities of current BAS technologies. Consequently, this paper proposes a Cyber-physical Architecture that facilitates the integration of third-party IoT devices and the development of novel use cases. Specifically, the architecture supports the implementation of a Smart Energy Management System alongside standard BAS to optimize energy usage in smart buildings through IoT and artificial intelligence algorithms. The paper also presents a case study of the architecture’s implementation in a smart building in Nice, France, and discusses the advantages and disadvantages of the proposed cyber-physical architecture for smart energy buildings. © IFIP international Federation for Information Processing 2025.

关键词： Cyber-physical System Energy management system Smart buildings

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Intelligent Hybrid System with Bidirectional Energy Flow in PEMFC Powered BLDCM Drive and Batteries 1

Intelligent Hybrid System with Bidirectional Energy Flow in ...

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1st international conference on Advances in computer Science, Electrical, Electronics, and Communication technologies, CE2CT 2025

作者： Anand, Garima Ranjan Yadav, K.B. National Institute of Technology Department of Electrical Engineering Jamshedpur India

ISBN: (纸本)9798331518578

The promise of increased efficiency and dependability has drawn much attention to hybrid energy systems combining several energy sources. This study suggests integrating a fuel cell, a battery system through a bidirectional converter (BDC), and a brushless DC (BLDC) motor for electric vehicle applications. The battery system functions as a buffer, storing extra energy and supplying power during periods of high demand or sporadic circumstances, while the fuel cell (FC) serves as the main power source, generating energy continuously. A BDC effectively manages power flow between the fuel cell, battery, and load, allowing a smooth transition between charging and discharging modes. A BLDC motor is also used for mechanical work or propulsion since it is extremely efficient, requires little maintenance, and has accurate speed control. By combining these elements, a flexible hybrid energy system can be created that maximizes energy efficiency, improves system resilience, and has a smaller overall environmental effect. This work highlights the potential of the suggested system for multiple applications in both fixed and mobile environments by discussing its design considerations, control methodologies, and performance analysis. The integrated FC, battery, BDC, and BLDC motor systems are both effective and feasible through simulation results;this has opened the door for creating sustainable and efficient energy solutions for the modern world. The circuit is simulated on MATLAB Simulink software and the results are discussed. © 2025 IEEE.

关键词： MATLAB

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Exploration of the generalization and hallucination in deep learning: a study based on imaging through scattering medium 17

Exploration of the generalization and hallucination in deep ...

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17th international conference on Photonics and Imaging in Biology and Medicine, PIBM 2024

作者： Liu, Honglin Zhang, Xuyu Xie, Gengchen Shanghai Institute of Optics and Fine Mechanics Chinese Academy of Sciences Shanghai201800 China Center of Materials Science and Optoelectronics Engineering University of Chinese Academy of Science Beijing100049 China School of Optical-Electrical and Computer Engineering University of Shanghai for Science and Technology Shanghai200093 China

ISBN: (数字)9781510688070

ISBN: (纸本)9781510688063

With fast developments of computational power and algorithms, deep learning has made breakthroughs and been applied in many fields. However, generalization remains to be a major challenge, and the limited generalization capability severely constrains applications of deep learning in practice. The hallucinations issue is another unresolved conundrum faced by deep learning and large models. By leveraging a physical model of imaging through scattering media, we studied the lack of generalization to datasets and system response functions in deep learning respectively, identified their causes, and proposed universal solutions. The research also provides an explanation for hallucinations. In general, it enhances the interpretability of deep learning from a physics-based perspective. It will pave a way for direct interaction between deep learning and the physical world, facilitating the transition of deep learning from a demo model to a practical tool. © 2025 SPIE.

关键词： Education and training Deep learning Image restoration Imaging systems Associative arrays Image quality Scattering Scattering media Artificial intelligence Light sources and illumination

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Real-Time Safety Monitoring for Construction Sites Using RFID and Visual Recognition technologies 1

Real-Time Safety Monitoring for Construction Sites Using RFI...

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1st international conference on AIML-applications for engineering and Technology, ICAET 2025

作者： Thaleeparambil, Noeal Rajeev Biju, Abiya Krishna, Deva Prathap, Boppuru Rudra Rekha, V. Reddy, Vandana Department of Computer Science and Engineering Bengaluru India M. S. Ramaiah University of Applied Sciences Department of Computer Science and Engineering Bengaluru India

ISBN: (纸本)9798350355611

The integrated automated safety monitoring system for construction sites utilizes RFID, Wi-Fi, and vision-based recognition systems to enhance worker safety and ensure adherence to safety regulations. This system combines sophisticated components such as RFID tags and Raspberry Pi, solenoid locks, servo motors, and PIR sensors to provide an exhaustive solution. RFID technology is applied to assign unique tags to each worker, facilitating accurate tracking and identification The Wi-Fi and visual recognition components improve the system's functionalities, enabling wireless connectivity instantaneous data transmission, and verification of appropriate safety gear application. Solenoid locks and servo motors ensure regulated access to hazardous areas, responding to authenticated safety compliance records. PIR sensors sense motion, differentiating between authentic presence and mere nearness. The methodology outlines the necessary hardware and software criteria, procedures for system initialization, evaluation phases, server connectivity setup, access control enactment, and session closure protocols. It details the seamless integration and verification of hardware components, backend connectivity, identity and safety adherence verification, data encoding, and session termination processes. This research aims to upgrade safety surveillance in construction environments, boosting productivity, accuracy, and security. It also underscores the need for further adaptability to various construction settings to advance greater uptake and continuous improvement in workplace safety protocols. © 2025 IEEE.

关键词： Radio frequency identification (RFID)

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Defense Strategy Security Mechanism for Sensor Networks 5th

Defense Strategy Security Mechanism for Sensor Networks

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5th EAI international conference on Cognitive Computing and Cyber physical Systems, IC4S 2024

作者： Nayak, Rakesh Shinde, Jitesh Gupta, Praveen Dash, Satyabrata Ghugar, Umashankar Singh, Lokendra Department of CSE OP Jindal University Raigarh India India Visakhapatnam India Uttrakhand Dehradun India Department of Computer Science and Engineering Jaipur National University Jaipur India

ISBN: (纸本)9783031770746

This paper examines the safety measures used in sensing unit networks, focusing on their effectiveness in securing critical applications from threats like unapproved access, information violations, and meddling. It assesses the current state of these devices, identifies their weaknesses and strengths, and identifies obstacles such as source restrictions, scalability, and ease of access to risks. The paper emphasizes the importance of cooperation and data sharing among countries in reinforcing protection technique safety devices. The review concludes with a call to action, emphasizing the need for continuous research, innovation, and policy frameworks to address the evolving security landscape and protect critical infrastructure. © ICST Institute for computer Sciences, Social Informatics and Telecommunications engineering 2025.

关键词： Network intrusion

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5G to 6G Shaping and Effect of the Wireless Data Transmission 1

5G to 6G Shaping and Effect of the Wireless Data Transmissio...

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1st international conference on Advances in computer Science, Electrical, Electronics, and Communication technologies, CE2CT 2025

作者： Walia, Anita Das, Neeraj Department of CETT Karnataka Bangalore India Maharishi School of Engineering & Technology Maharishi University of Information Technology Uttar Pradesh India

ISBN: (纸本)9798331518578

Digital advancement and smart production have been made possible via artificial intelligence (AI) and computing in the cloud (CC) because of the fifth-generation wireless network (5G), which is a key enabler of the fourth industrial revolution. Nevertheless, beyond 5G (B5G) is seen as a watershed moment that will radically alter current worldwide tendencies in mobile phone practices and impact the lives of many. physical and digital worlds will eventually merge, according to B5G. The focus of this research is on the future of technology for wireless communications, specifically the evolution from 5G into 6G. Still, mankind hasn't arrived to the age of instantaneous contact with aliens, lightning-fast internet, plus zero latency, despite a number of advancements. In order to accomplish these more elevated goals, this article investigates the potential obstacles and hurdles that the shift from 5G to 6G may encounter. The article lays out the plan for 6G, the enabling infrastructures, the problems, and the research that will lead to the realization of the 'technology for humanity' goal and improved assistance for the poor. © 2025 IEEE.

关键词： 5G mobile communication systems

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