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检索条件"任意字段=11th International Conference on Computer-Aided Design and Computer Graphics"

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Surrogate modeling assistant software 11

Surrogate modeling assistant software

引用

Workshop on Information Technology and Scientific Computing in the Framework of the 11th international conference Information and Telecommunication Technologies and Mathematical Modeling of High-Tech Systems, ITTMM 2021

作者： Demidova, Anastasia V. Velieva, Tatyana R. Korolkova, Anna V. Kulyabov, Dmitry S. 6 Miklukho-Maklaya St Moscow117198 Russia Plekhanov Russian University of Economics 36 Stremyanny lane Moscow117997 Russia Joint Institute for Nuclear Research Laboratory of Information Technologies 6 Joliot-Curie St. Dubna Moscow region141980 Russia

computer modeling is designed to predict the behavior of complex systems by solving the corresponding mathematical equations of the physical process. the simulation requires a huge number of parameters to be found, and they all require a large number of simulation runs, where each run takes a different combination of design parameters as input. computer simulations tend to be expensive. Research that requires a large number of computer calculations will lead to exorbitant computational costs, which will make them practically impracticable. this is what surrogate modeling is for. Surrogate modeling builds a statistical model to accurately approximate the simulation result. Subsequently, this trained model can replace the original computer simulation when performing system analysis. © 2021 Copyright for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 international (CC BY 4.0).

关键词： computer software

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Algorithm-Hardware Co-design in Computing Systems: From Embedded Systems to the Cloud 11

Algorithm-Hardware Co-Design in Computing Systems: From Embe...

引用

11th international Green and Sustainable Computing Workshop (IGSC)

作者： Guan, Wenkai Ababei, Cristinel Marquette Univ Elect & Comp Engn Milwaukee WI 53233 USA

ISBN: (纸本)9781665415521

In this paper, we propose algorithm-hardware codesign methods for computing systems, from the embedded systems level to the datacenter level, to bridge the affordability compute-demand gap between software and hardware. At the embedded systems level, we propose hardware (HW) / software (SW) co-design methods under increased uncertainty in design parameters. Our work lays the foundation for uncertainty modeling and robust multi-objective optimization for embedded systems. Specifically, it provides computer-aided tools for solving the problem of mapping that incorporate novel design methods to achieve robust high performance embedded systems design. Al the datacenter level, we propose algorithm-hardware co-design that leverages deep learning methods to reduce energy consumption at both chip multiprocessor (CMP) / server and datacenter levels. Our work provides advances in computing systems from the embedded systems level to the datacenter level.

关键词： Embedded systems

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Efficiency Measurement of Compressed Air Compressors Using High Availability SoC with 1oo2 Redundancy Architecture 11

Efficiency Measurement of Compressed Air Compressors Using H...

引用

11th international conference on Electronics, Communications and Networks, CECNet 2021

作者： Abdelawwad, Mohamed Hahn, Eike Boercsoek, Josef Fairbrother, Julian Al Shahadat, Tarek Otto, Peter ICAS Institute for Computer Architecture and System Programming University of Kassel Kassel Germany Postberg + Co. GmbH Kassel Germany

ISBN: (纸本)9781643682402

Compressed air systems are essential components in various industrial and everyday applications. the efficiency of these systems is very important due to their role in the energy consumption of industrial plants. To increase efficiency, a new concept for compressed air compressors based on Industry 4.0 is presented. Due to the aggressive environmental conditions in which the compressed air compressors operate, a new design of a SoC with high availability based on 1oo2 redundancy architecture is developed. © 2022 the authors and IOS Press.

关键词： Energy utilization

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Deploying Fuzzy Rough Set and Artificial Immune System Algorithms for Air Quality Prediction 11th

Deploying Fuzzy Rough Set and Artificial Immune System Algor...

引用

11th international conference on Robotics, Vision, Signal Processing and Power Applications, RoViSP 2021

作者： Lasisi, Ayodele Ghazali, Rozaida Ismail, Lokman Hakim Husaini, Noor Aida Department of Mathematical Sciences Faculty of Science Augustine University Ilara-Epe Lagos106101 Nigeria Faculty of Computer Science and Information Technology Universiti Tun Hussein Onn Malaysia Batu Pahat Johor Parit Raja86400 Malaysia Department of Design Engineering and Architecture Faculty of Civil and Environmental Engineering Universiti Tun Hussein Onn Malaysia Batu Pahat Johor Parit Raja86400 Malaysia

ISBN: (纸本)9789811681288

the widespread of air pollution due to emissions of highly detrimental concentrates on human life needs paramount attention. Devising air prediction strategy that accurately analyze air quality level through gathering of useful information allow for relevant organizations to disseminate promptly control measures. this paper proposes the use of artificial immune system (AIS) algorithms consisting of Immunos algorithms (Immunos-1, Immunos-2, Immunos-99), CLONal selection ALGorithm (CLONALG), clonal selection classification algorithm (CSCA), artificial immune recognition system algorithms (AIRS1, AIRS2, Parallel AIRS2) for air quality prediction. the fuzzy rough set selects pertinent data features summarizing interpretations of the data. Comparative simulations reveal that the Parallel AIRS2 produced superlative results to other algorithms with detection rate of 96.40%. Effective prediction performance can be generated with AIS algorithms having highest detection rates and lowest false alarm rates. © 2022, the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Forecasting

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Domain-Driven design for Microservices Architecture Systems Development: A Systematic Mapping Study

Domain-Driven Design for Microservices Architecture Systems ...

引用

international conference in Software Engineering Research and Innovation (CONISOFT)

作者： Josue Sangabriel-Alarcón Jorge Octavio Ocharán-Hernández Karen Cortés-Verdín Xavier Limón Facultad de Estadística e Informática Universidad Veracruzana Xalapa Veracruz México

ISBN: (数字)9798350328837

ISBN: (纸本)9798350328844

Domain-Driven design (DDD) is an approach that proposes to align business and technical concerns through analysis of the business domain. Microservices practitioners have adopted this approach in software development. However, there is no certainty of the patterns, techniques, and artifacts used. this study analyzes and reports the state of the literature on DDD usage for microservices-based systems development. this study is intended for practitioners and researchers on Microservice Architecture (MSA), DDD, or both. A systematic mapping study followed seven research questions as a guideline, resulting in 27 studies identified to answer the questions through data analysis and synthesis. As a summary of the findings: (i) the microservice identification through domain or legacy system decomposition is the main objective for which DDD was used. (ii) there were 31 MSA systems and 11 design artifacts related to DDD. (iii) Bounded context was the pattern most used for microservices design, followed by Entity and Aggregate. (iv) there were three technologies related to DDD applied in MSA systems design. (v) A total of six techniques used together with DDD were identified. (vi) Six limitations were reported in development descriptions. (vii) Sixteen proposals for MSA systems development with DDD were identified and grouped into five types. As a conclusion of this work, DDD allowed the authors to get a design solution driven by domain knowledge that was detailed using other artifacts, techniques, and proposals.

关键词： Technological innovation Systematics Microservice architectures computer architecture Proposals Object recognition System analysis and design

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Fuzzy Rough Outlier Detection Method in Two-Layer Granular Ball Space 11th

Fuzzy Rough Outlier Detection Method in Two-Layer Granular ...

引用

11th international Joint conference on Rough Sets, IJCRS 2025

作者： Zhang, Hua Sang, Binbin Yang, Lei The College of Computer and Information Science Chongqing Normal University Chongqing401331 China

ISBN: (纸本)9783031927461

Outlier detection based on granular-ball (GB) is used to efficiently identify abnormal samples in complex data, especially when dealing with fuzzy and uncertain data. However, the existing outlier detection methods are mainly based on the coarse-grained input of GBs. Although these methods are robust and efficient, they often suffer from significant information loss. To address this issue, we propose a fuzzy rough outlier detection method in two-layer GB space. Firstly, we transform the universe into a structure, consisting of a coarse-grained GB layer and a fine-grained object layer, using GB computing and fuzzy rough sets. Secondly, by combining the advantages of both fine-grained and coarse-grained approaches, we map a single object to the GB layer to calculate fuzzy counting. On this basis, we construct an attribute sequence and calculate the outlier metric under each attribute space. Correspondingly, we design an algorithm to implement this approach. Finally, through experiments on open datasets, we compare our algorithm with seven other algorithms. the results demonstrate that our proposed method achieves good performance and strong robustness. © the Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： Granular computing

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the design of a LEO Constellation Satellite Integrated Electronic System and the Reliability Analysis 11th

The Design of a LEO Constellation Satellite Integrated Elect...

引用

11th EAI international conference on Wireless and Satellite Systems, WiSATS 2020

作者： Ying, Wu Zhenlong, Xu Beijing Institute of Spacecraft System Engineering Mailbox 5142 Sub-Mailbox 367 Beijing100094 China

ISBN: (纸本)9783030690717

Targeting the needs of low-earth orbit (LEO) Internet constellations for the high performance, high reliability, and high functional density of satellite-borne integrated electronics, the study was implemented on domestic LEO mobile constellation satellite-borne integrated electronic technology. Upon benchmarking foreign advanced LEO mobile constellation satellite-borne integrated electronic products, we analyzed the architecture of the domestic ones, and proposed solutions based on domestic devices;For the requirements of long service life and high reliability, the reliability analysis was carried out on several working modes with the components and parts stress analysis method, and a reliability improvement plan was proposed on the basis of software and programmable devices. Finally, we obtained a design plan of a satellite-borne integrated electronic system for LEO mobile constellation applications. With the overall performance comparable to those of advanced foreign solutions, the processing performance trebling that of existing domestic satellite-borne computers, and the 10-year reliability of 0.99999, it meets the needs of domestic LEO mobile constellation services. © 2021, ICST Institute for computer Sciences, Social Informatics and Telecommunications Engineering.

关键词： Reliability analysis

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design of a Sustainable Electric Boat with Renewable Energy Based Charging System 11

Design of a Sustainable Electric Boat with Renewable Energy ...

引用

11th international conference on Electrical and computer Engineering (ICECE)

作者： Dutta, Writtik Ankan, Swakshar Talukder Khan, Md Ziaur Rahman BUET Dept EEE Dhaka Bangladesh

ISBN: (纸本)9781665422543

design of an Electric boat with solar power charging is proposed here for the water transport of Bangladesh. the design includes the installation of a solar charging station with a net metering system;where all the boats can be charged when needed instead of placing solar panels in each boat. the speed and dimensions of the boat have been selected based on the requirements and availability of boats in different regions of Bangladesh. the simulation results show that the boat can have a reasonable range of operation after each charging. the cost analysis is also performed and the payback period is found to be low. the system can pave the way for using green energy in the river transport of Bangladesh.

关键词： Carbon emission e-Mobility Net metering Solar-powered charging station Solar boat

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MAthEMATICAL AND COMPUTATIONAL MODELING OF RESISTANCE SPOT WELDING SOLIDIFICATION PROCESS 15

MATHEMATICAL AND COMPUTATIONAL MODELING OF RESISTANCE SPOT W...

引用

ASME international design Engineering Technical conferences / 41st Annual computers and Information in Engineering conference (IDETC-CIE) / 15th international conference on Micro- and Nanosystems (MNS)

作者： Sun, Ruiji Higgins, Matthew Zhang, Haiyan H. Purdue Univ Sch Engn Technol W Lafayette IN 47907 USA Purdue Univ Sch Mat Engn W Lafayette IN 47907 USA

ISBN: (纸本)9780791885482

the paper presents a mathematical model and simulation of resistance spot welding (RSW) of a binary alloy during the final solidification process. After analyzing the heat distribution and heat transfer process, the authors established assumptions for a planar front solidification model. Following the application of initial and boundary conditions, the model is developed numerically to describe the thermal distribution in the resistance spot welding system as a function of position and time. For each value in the time array, a heat transfer profile through the welding sheet is calculated as a piecewise function. the model is further executed with Python, which allows customized inputs of resistance spot welding parameters. Finally, the heat transfer model is simulated with COMSOL Multiphysics in the specific example of 1050 mild steel. Heat transfer module is applied to the proposed mathematical model, and simulation of temperature profile and thermal gradient of the welding zones are developed. the simulation further confirms the mathematical model and provides a demonstration that the temperature decreases through both the water-cooled welding tips and thermal diffusion to the surrounding metal sheets, leading to adjacent heat-affected zones. the model is intended for predicting the resistance spot welding nugget solidification process, as well as to help analyze the effects of welding parameters to achieve a weld nugget of optimal size.

关键词： computer-aided Engineering Constitutive Modeling of Materials Heat Transfer

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design of Underwater Robot Control System Based on STM32F407 11th

Design of Underwater Robot Control System Based on STM32F407

引用

11th international conference on computer Engineering and Networks, CENet2021

作者： Dongsheng, Zhang Hao, Wu zhiguang, Guan lingyan, Zhao Shandong Provincial Engineering Lab of Traffic Construction Equipment and Intelligent Control Shandong Jiaotong University Jinan250023 China School of Shipping Shandong Jiaotong University WeihaiShandong264200 China

ISBN: (纸本)9789811665530

In recent years, due to the powerful ocean operation capabilities of underwater robots, it has been applied to numerous ocean exploration fields. An accurate and reliable control system is extremely important for the underwater robot to successfully complete the established tasks. So underwater robot control system based on STM32F407 is designed. On the basis of selecting suitable components, the hardware of the underwater robot control system is built. the software of the underwater robot control system is designed, and the robot control process is constructed. the motion control strategy of the underwater robot is designed based on PID control algorithm. the overall motion control scheme of the robot is designed as a closed-loop feedback control system. the actual underwater test is carried out on the underwater robot. the test results show that the control system designed in this paper can make the underwater robot accurately complete the movements of floating, diving, turning, forward and backward. © 2022, the Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Adaptive control systems

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