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检索条件"丛书名=Lecture Notes in Networks and Systems"

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A Framework to Implement Viable Supply Chain Model: Application of Fuzzy DEMATEL Approach

A Framework to Implement Viable Supply Chain Model: Applicat...

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International Conference on Intelligent and Fuzzy systems (INFUS)

作者： Jouicha, Youssef Cherrafi, Anass Hamani, Nadia Elfezazi, Said Picardie Jules Verne Univ LTI Amiens France Cadi Ayyad Univ LAPPSI Marrakech Morocco

ISBN: (纸本)9783031671913;9783031671920

The COVID-19 outbreak has revealed the vulnerability of global supply chains, and contributed to the expansion of debate about digitalization and supply chain resilience. Viable Supply Chain extends resilience towards maintaining supply chain. To fulfil customer needs under long-term and global crises. The current studies have investigated the contribution of industry 5.0 technologies in enhancing supply chain resilience and sustainability. Although, there is a lack of published studies on the impacts of industry 5.0 technologies on supply chain viability. The viable supply chain models have been identified and studied via a comprehensive literature review. The Fuzzy Decision-Making Trial and Evaluation Laboratory (DEMATEL) approach is applied to analyze the interactions between Industry 5.0 technologies and Viable Supply Chain models. Next, a framework of Industry 5.0 technologies is proposed to establish and implement viable supply chain models. The findings can guide decisions makers to improve supply chain viability through adopting emerging technologies. Future research can investigate the challenges posed by Industry 5.0 to the proposed framework.

关键词： Supply Chain 5.0 Resilience Viability Industry 5.0 Sustainability Fuzzy DEMATEL Advanced Technologies

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Adaptive Model Predictive Control (Adp_MPC) Utilized in Autonomous Vehicle (AV) Assistance systems 7th

Adaptive Model Predictive Control (Adp_MPC) Utilized in Auto...

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7th International Conference on Green Technology and Sustainable Development

作者： Nguyen Minh Huy Nguyen Hoang Hiep Bui Nhat Minh Nguyen Ngoc Minh Vo Thanh Ha Hanoi Univ Sci & Technol Hanoi Vietnam Hanoi Amsterdam High Sch Gifted Hanoi Vietnam Univ Transport & Commun Fac Elect & Elect Engn 3 CauGiay St Hanoi Vietnam

ISBN: (纸本)9783031761966;9783031761973

This paper suggests using adaptive model predictive control (Apd_MPC) for autonomous vehicle driver assistance systems. The Apd_MPC modifies parameters instantly according to variations in system dynamics, improving steering precision in autonomous vehicles. The findings show that adaptive model predictive control dramatically enhances the autonomous vehicle's capacity to navigate intricate driving situations accurately and flexibly. The system can adapt to abrupt environmental changes by modifying control parameters, including barriers or road conditions. This adaptive method enhances safety and optimizes the vehicle's performance, resulting in smoother and more dependable autonomous driving experiences. Simulated situations at various velocities in MATLAB/SIMULINK demonstrate the efficacy of this method. The results indicate that Apd_MPC offers a promising solution for enhancing the capabilities of autonomous vehicles in complex driving scenarios. The implementation of Apd_MPC in autonomous vehicle driver assistance systems shows excellent potential for improving safety, performance, and overall driving experience.

关键词： MPC Adp_MPC Autonomous vehicles AV

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Avatars in Immersive Virtual Reality Education: Preliminary Insights and Recommendations from a Systematic Review 21st

Avatars in Immersive Virtual Reality Education: Preliminary ...

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21st International Conference on Smart Technologies and Education (STE) on Smart Technologies for a Sustainable Future

作者： Miguel-Alonso, Ines Mayer, Anjela Chardonnet, Jean-Remy Bustillo, Andres Ovtcharova, Jivka Univ Burgos Dept Comp Engn Burgos Spain Karlsruhe Inst Technol Inst Informat Management Engn D-76133 Karlsruhe Germany HESAM Univ Arts & Metiers Inst Technol LISPEN F-71100 Chalon Sur Saone Saone & Loire France

ISBN: (纸本)9783031618901;9783031618918

Immersive Virtual Reality (iVR) has gained popularity in education for its ability to engage students and enhance learning. With the growing use of avatars in collaborative iVR environments, there is a need for structured guidelines to optimize their effectiveness. This preliminary systematic literature review aims to synthesize key findings from relevant studies, investigates the potential of avatars in iVR education and proposes best practices to promote positive learning outcomes. Gathering data from various studies, the review provides initial insights that will aid future researchers and developers in effectively integrating iVR and avatars, optimizing them for the educational setting, and ensuring their effectiveness in enhancing learning outcomes.

关键词： Immersive Virtual Reality Avatars in Education Collaborative Learning

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Who is Really Happier? Re-examining the Portrayal of Happiness on Social Media and the Persistence of Misperception 12th

Who is Really Happier? Re-examining the Portrayal of Happine...

引用

12th World Conference on Information systems and Technologies (WorldCIST)

作者： Elfadl, Asma Alshakhsi, Sameha Panourgia, Constantina Ali, Raian Hamad Bin Khalifa Univ Coll Sci & Engn Doha Qatar Bournemouth Univ Fac Sci & Technol Poole England

ISBN: (纸本)9783031602146;9783031602153

Growing concerns have been raised regarding the potential influence of social media on mental health and well-being, specifically focusing on the phenomenon of social comparison. Prior research has shown that individuals tend to overestimate the happiness portrayed in others' social media posts, resulting in negative outcomes such as low mood, reduced self-esteem, and diminished life satisfaction. However, given the nearly two-decade surge of socialmedia, we question whether this trend persists. This study aims to investigate whether individuals still perceive others' happy posts as happier than their own happy posts on social media, while also exploring potential age and gender differences. Self-reported happiness is a person's perception of their own level of happiness, while perceived happiness is the level of happiness, they believe other people are experiencing. Data was collected via an online survey completed by 314 participants. A mixed ANOVA revealed a significant misperception of happiness, indicating, against the current literature, that individuals tend to overestimate their own happiness compared to the happiness expressed by others in social media posts. Gender emerged as a significant factor influencing happiness misperception, with males reporting higher levels of self-reporting happiness than their happiness. A significant difference between the age groups was found and indicated that the older age group (25-64 years) demonstrated a significantly higher happiness misperception than the emerging adult group (15-24 years). The study reveals new insights on happiness misperception in social media, impacting well-being and social bonding, particularly among males and adults, and altering perceptions of online emotional expressions.

关键词： Happiness Perceived happiness Social media Misperception Gender differences

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Applying Multiple Regression to Evaluate Academic Performance of Students in E-Learning 13th

Applying Multiple Regression to Evaluate Academic Performanc...

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13th Computer Science Online Conference

作者： Esponda-Perez, Jorge Alberto Mousse, Mikael A. Almufti, Saman M. Haris, Ikhfan Erdanova, Sevara Tsarev, Roman UNICACH Tuxtla Gutierrez Mexico Univ Parakou Inst Univ Technol Parakou Benin Bahdinan Inst Dept Comp Duhok Iraq Akre Univ Appl Sci Dept Informat Technol Tech Coll Informat Akre Duhok Iraq Univ Negeri Gorontalo Gorontalo Indonesia Tashkent State Univ Econ Tashkent Uzbekistan MIREA Russian Technol Univ RTU MIREA Moscow Russia Bauman Moscow State Tech Univ Moscow Russia

ISBN: (纸本)9783031705946;9783031705953

The educational system is no longer conceivable without the use of progressive electronic learning technologies. LMS Moodle, as the main tool of e-learning, provides great opportunities for evaluating students' academic performance: designing and creating electronic tests in courses with the possibility of automatic assessment, displaying learning results, tracking the activity of students in the e-learning environment. The problem of students' academic failure is one of the most urgent in pedagogy. Monitoring of academic performance should be systematic and take into account various factors. Academic performance is a complex phenomenon because it involves the interrelationship of multiple factors, which means it should be evaluated using multivariate methods, such as multiple regression. This paper focuses on the application of multiple regression to evaluate students' academic performance in e-learning. This study analyzed the academic performance of students as a function of the learners' knowledge level prior to taking the e-course and the time spent by the student in the e-course. Analysis and evaluation of the result of students' performance allow to reveal the cause-and-effect relationships of their successes or failures, to build further ways to improve the quality of students' knowledge, their individual educational trajectories, to adjust further activities in the framework of e-learning. #CSOC1120

关键词： E-Learning Moodle LMS Multiple Regression Linear Regression Least Squares Method Academic Performance Learning Outcome

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New Results on Extended Intuitionistic Fuzzy Index Matrices 1

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International Conference on Intelligent and Fuzzy systems (INFUS)

作者： Atanassov, Krassimir Bulgarian Acad Sci Dept Bioinformat & Math Modelling Inst Biophys & Biomed Engn Acad G Bonchev StrBl 105 Sofia 1113 Bulgaria

ISBN: (数字)9783031700187

ISBN: (纸本)9783031700170;9783031700187

The IndexMatrix (IM) is an extension of the ordinary matrix with indexed rows and columns. Over IMs, all standard matrix operations are defined and a lot of other ones that do not exist in the standard case. Intuitionistic Fuzzy IM (IFIM) is a modification of the IM the elements of which are Intuitionistic Fuzzy Pairs (IFPs). Extended IFIMs (EIFIMs) are IFIMs whose indices of the rows and columns are evaluated by IFPs. Over IMs, IFIMs and EIFIMs, a lot of operations, relations and operators are defined. In the present paper, some new operations, relations and operators, specific for EIFIMs, are introduced.

关键词： Extended intuitionistic fuzzy index matrix Index matrix Intuitionistic fuzzy pair

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Qualitative Analysis of the Correlation Between Heat Transfer Coefficient and Pressure Pulsations 10th

Qualitative Analysis of the Correlation Between Heat Transfe...

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International Conference on New Technologies, Development and Application - Advanced Production Processes and Intelligent systems

作者： Hodzic, Nihad Kadic, Kenan Univ Sarajevo Fac Mech Engn Vilsonovo Setaliste 9 Sarajevo 71000 Bosnia & Herceg JP Elektroprivreda BiH Dd Sarajevo Power Util Power Plant Kakanj Kakanj Kakanj 72240 Bosnia & Herceg

ISBN: (纸本)9783031662676;9783031662683

Through experimental investigation, the dependence of the heat transfer coefficient variation on the intensity of pressure pulsations in flue gases generated in a corresponding burner was explored. The burner was connected to a duct channel with a recuperative tubular heat exchanger and water as the heat receiver. The heat exchanger, treated as unidirectional from the perspective of fluid flow, was assembled along with the burner and the rest of the system, while varying the thermal power of the burner. By collecting relevant measurement data, the relationship between the change in the heat transfer coefficient and pressure pulsations in the stream of flue gases was established. Beyond the fact that the heat transfer coefficient in such a configured flow is higher than that in a fully developed turbulent flow without pulsations, it was demonstrated to be dependent on the burner's geometry, the connection between the burner and the rest of the system, the distance between the open end of the resonant tube of the burner and the entrance to the heat exchanger, as well as the thermal power of the burner. A direct correlation between the heat transfer coefficient and the total pressure deviation in flue gases in such a pulsating flow at the entrance to the heat exchanger was established through quantitative heat transfer analysis. For instance, for a specific geometric form of the experimental line and with a change in the thermal power of the burner, it was found that the dependence of the heat transfer coefficient in the pulsating flow of flue gases is linear in relation to the total amplitude of pressure pulsations. In the range of burner thermal power from 2.26, the ratio of heat transfer coefficients is 2.06.

关键词： combustor pulsating pressure heat transfer heat transfer coefficient

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Harnessing the Potential of Hybrid Virtual Commissioning for Enhanced Educational Ecosystems 14th

Harnessing the Potential of Hybrid Virtual Commissioning for...

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14th International Conference on Learning Factories (CLF)

作者： Noga, Marek Juhas, Martin Gulan, Martin Slovak Univ Technol Bratislava Fac Mech Engn Inst Automat Informatizat & Measurement Namestie Slobody 17 Bratislava 81231 Slovakia

ISBN: (纸本)9783031654107;9783031654114

Digitalization has brought numerous opportunities to the manufacturing industry as well as learning factories. The incorporation of digital twins into their concept has opened a way to create a virtually unlimited number of learning opportunities. There are, however, many variables that need to be considered when incorporating new equipment in a learning or real-world factory. These include effectiveness, feasibility, cost, time, and in particular, sustainability of the digital solution from a long-term perspective. Creating a digital representation of real-world equipment is often a time-consuming and labour-intensive process. Some equipment may not even be practical to model because of the complexity and used technology, and thus the functionality of the digital twin can be limited. The use of the hybrid virtual commissioning approach can overcome such limitations by integrating data from real devices into the virtual world. Combined with user-friendly modelling and simulation software to build a virtual factory, such as Factory IO, hybrid virtual commissioning can provide opportunities to effectively create numerous study cases with various levels of difficulty that include physical and virtual devices. In this paper, we demonstrate how to exploit the methodology of hybrid virtual commissioning during the process of creating a learning factory demonstrator designed for PLC programming, where the learning factory curriculum aims to enrich the fundamental knowledge of students and provides opportunities for hands-on learning experience. The adaptability of models and curriculum based on the required level of difficulty can also contribute to the sustainability of such demonstrators in a learning factory.

关键词： virtual commissioning digital twin digitalization simulation PLC

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Multifunctional Printhead of a 3D Printer Allowing for Real-Time Quality Control for Manufactured Parts 6th

Multifunctional Printhead of a 3D Printer Allowing for Real-...

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6th International Conference Mechatronics - Ideas for Industrial Applications

作者： Bryla, Jakub Tuptonski, Jan Wiecek, Krzysztof Bogacz, Maciej Martowicz, Adam AGH Univ Krakow Fac Mech Engn & Robot Dept Robot & Mechatron Al A Mickiewicza 30 PL-30059 Krakow Poland

ISBN: (纸本)9783031634437;9783031634444

The work presents the results of the project, that aimed at designing, manufacturing and testing a prototype of amechatronic device - a multifunctional 3D printer head operating in Material Extrusion (MEX) technology, enabling real-time control of print quality. Infrared cameras mounted in the developed head were used to control printing parameters. The authors describe the prototyping process of the proposed design solution, including the two variants: a demonstrative one and a target one installed in a high-temperature printer. In addition, the work reports the results of the analysis of thermograms carried out to confirm the assumed functionality of the designed mechatronic solution. The discussed analysis of the head operating conditions also includes presentation of the tests performed for the selected scenarios of controlled failure during printing.

关键词： 3D printing MEX/FDM/FFF High-temperature Printing Printhead Process Parameters Thermal Properties Test Stand Design Prototyping

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Adaptive Neuro-Fuzzy Inference System (ANFIS) for Enhanced 3D Brain Reconstruction from MRI Scans 9th

Adaptive Neuro-Fuzzy Inference System (ANFIS) for Enhanced 3...

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9th International Congress on Information and Communication Technology (ICICT)

作者： Kumar, K. Nithish Santhosh, V. C. Sai Kulkarni, Aarya, V Kulkarni, Ovee, V Tamilnadu Chennai India Maharashtra Pune India

ISBN: (纸本)9789819733040;9789819733057

The rapidly developing field of medical imaging is always looking to improve the precision and effectiveness of 3D brain reconstruction, which is essential for making accurate diagnoses and developing treatment plans. This research presents a novel method utilizing the Adaptive Neuro-Fuzzy Inference System (ANFIS) to improve the process of reconstructing three-dimensional brain structures from MRI scans. Conventional techniques, however successful, frequently encounter difficulties such as heightened susceptibility to noise and restricted level of detail, which adversely affect the accuracy of diagnoses. The suggested ANFIS framework combines the advantages of neural networks and fuzzy logic, providing a strong and effective solution to these difficulties. Our methodology encompasses a thorough procedure of obtaining, preparing, and using the ANFIS model, specifically tailored for analysing MRI data. The results indicate a notable enhancement in the quality of reconstruction, as demonstrated by improved image resolution and decreased noise interference in comparison with traditional methods. The provided enhancements are validated by quantitative indicators, which demonstrate increased accuracy and improved computing efficiency. This work not only facilitates the development of more precise and comprehensive brain imaging techniques, but also creates opportunities for utilizing ANFIS in other intricate medical imaging assignments.

关键词： ANFIS Fuzzy logic Neural networks Convolutional neural networks (CNN) Magnetic resonance imaging (MRI)

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