The integration of Generative Artificial Intelligence (GAI) into Digital Twins (DTs) marks a revolutionary stride in the evolution of virtual replicas for physical systems. This paper explores the cutting-edge advance...
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ISBN:
(纸本)9798350354416;9798350354409
The integration of Generative Artificial Intelligence (GAI) into Digital Twins (DTs) marks a revolutionary stride in the evolution of virtual replicas for physical systems. This paper explores the cutting-edge advancements brought about by the incorporation of GAI technologies, specifically Large Language Models (LLMs), into DTs. These technologies herald a significant transformation, propelling DTs beyond their current capabilities to become more dynamic, predictive, and interactive tools that can simulate complex scenarios and anticipate future conditions with remarkable accuracy. By systematically examining the levels of GAI integration within DTs, this study delves into the methodologies and strategies for embedding AI capabilities into these virtual models. It outlines how GAI can enhance the functionality of DTs, enabling them to generate synthetic datasets, simulate unprecedented events, and provide actionable insights with LLM-based agents for decision-making. Furthermore, the paper highlights the extended applications of DTs, enriched by GAI, across various domains such as healthcare, urban planning, and beyond. The implications of this integration for operational efficiency, innovation, and decision-making processes are profound. By offering a comprehensive overview of the current state of technology and projecting future trends, this paper aims to provide stakeholders with a deep understanding of the synergistic potential between GAI and DTs. It sets the stage for a new era of DT technologies, where the boundaries of what can be achieved with virtual models are continually expanding.
In this paper, challenges in authoring and implementing the Ground Vehicle simulationmodeling Ontology, GVSMO, are presented. GVSMO seeks to address the need for advanced documentation, retrieval, integration and com...
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An automatic solid material feeding system (ASMFS) consists of a conveyor, motor, controller, sensor, etc., and was used to consistently and continuously transfer solids from one position to another position under con...
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ISBN:
(纸本)9798350373981;9798350373974
An automatic solid material feeding system (ASMFS) consists of a conveyor, motor, controller, sensor, etc., and was used to consistently and continuously transfer solids from one position to another position under controlled conditions for various applications. The accuracy of an ASMFS depends on the size of the solid particle, mass flow rate of the particle, and design of the screw feeding system and control system. The ASFMS system was designed in CAD software and mathematically modeled using a bond graph. The bond graph approach is the most physical approach for understanding the true physics behind a system. The bond graph approach helped us to understand the system as a unified one despite having different subdomains within the system. The PID control of the mass flow rate was simulated using MATLAB. Various parameters, such as the mass flow rate of the particle and variables such as the motor speed and torque, are studied in this paper to achieve the desired steady-state value and time. Mass flow rate 1 kg/s with steady state time 1 sec. maintain with PID controller.
In this research work, a novel approach in the design and modeling of metamaterial-based microwave devices for improved bandwidth and efficiency for the next generation wireless technology;5G and all subsequent genera...
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In this study, the reasearch is focused on the simulation of vehicular communication networks, especially intelligent traffic systems, to enhance dependability, safety, and optimality in communication. The simulation ...
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This paper presents the design of Dual-band compact microstrip patch antenna. The antenna was made of a material like FR-4 as a substrate and copper for the patch and ground. The design has a resonating frequency of 2...
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In this paper, modeling and parameter extraction of semiconductor devices for simulation and design optimization of ESD protection circuits on BCD technologies were discussed. Concepts on developing optimal and advanc...
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Digital Twin Networks (DTN) create synchronized virtual replicas of physical networks to enable real-time monitoring, prediction, and optimization of network performance, facilitating efficient management in complex e...
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The small signal modeling analysis and simulation in closed loop for the non-isolated high voltage gain converter are presented in this study. The operating point of power converter can be found with the use of the DC...
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The current-voltage tracer is helpful for analyzing and reproducing the characteristics of photovoltaic (PV) generators under various weather conditions. Therefore, it can be used in assessing the performance of PV pa...
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ISBN:
(纸本)9783031686498;9783031686504
The current-voltage tracer is helpful for analyzing and reproducing the characteristics of photovoltaic (PV) generators under various weather conditions. Therefore, it can be used in assessing the performance of PV panels and pinpointing any system issues. Several tracer topologies with inherent weaknesses exist in the literature, including increased circuit complexity and non-smooth characteristics. This paper suggests a straightforward approach to solve these problems by introducing an I-V tracer design using a boost converter, implemented using Proteus ISIS software. Afterward, experimental validation is conducted to confirm the simulation results. The key findings reveal a significant agreement between simulation and experimental results, demonstrating that the designed PV tracer enables smooth and accurate PV characteristics.
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