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IoT Hierarchical Topology Strategy and Intelligentize Evaluation System of Diesel Engine in Complexity Environment
2018
Sensors
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Then, the IIoT network topology strategy in diesel engine enterprise is designed, including foundry workshop, machining workshop and workshop MES. ...
system based on network and evaluation model of intelligent evaluation index, which is analyzed by AHP method. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/s18072224
pmid:29996560
pmcid:PMC6068506
fatcat:zpqfzi5nhrfw5frov4dvpb4zhe
Research on Evaluation of Intelligent Manufacturing Capability and Layout Superiority of Supply Chain by Big Data Analysis
2022
Journal of Global Information Management
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Based on the analysis of the model, 12 first-level indicators and 29 second-level indicators of production line, workshop/factory, enterprise and enterprise collaboration are proposed to evaluate the intelligent ...
Based on the literature review of intelligent manufacturing and intelligent supply chain, a total factor production cost model for intelligent manufacturing and its formal expression are proposed. ...
, grey correlation analysis, fuzzy comprehensive evaluation and other methods for supply chain performance evaluation model construction. ...
doi:10.4018/jgim.294903
fatcat:eh36i6xopvcnzp4nyaipfyk3ta
Big Data Analysis Approach for Real-Time Carbon Efficiency Evaluation of Discrete Manufacturing Workshops
2019
IEEE Access
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To achieve this target, one critical step is to calculate and evaluate the carbon emissions of machining processes. ...
Then, a data-driven multi-level carbon efficiency evaluation of manufacturing workshop is established based on Big Data analysis approaches. ...
Firstly, the study on manufacturing carbon emission and carbon efficiency evaluation based on realtime data and Big Data analysis is not enough, especially for discrete manufacturing workshops. ...
doi:10.1109/access.2019.2933353
fatcat:ykobrpyxz5gencripep5beh3rm
A Referenced Cyber Physical System for Compressor Manufacturing
2020
MATEC Web of Conferences
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cannot meet the requirements of comprehensive digital management of compressor from body scheme design to parts production line, logistics management, operation and maintenance monitoring and evaluation ...
twin model, implementation is based on the number of compressor collaboration in manufacturing industrial Internet platform twin system, leading the transformation and upgrading of intelligent manufacturing ...
In addition, in the simulation analysis of workshop operation, existing research mainly relies on existing data-driven models. ...
doi:10.1051/matecconf/202030602005
fatcat:ftcfh3ukm5dfrn4w2jsh2sxy4q
Lessons From Joint Improvisation Workshops for Musicians and Robotics Engineers
2021
Frontiers in Robotics and AI
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We report on a series of workshops with musicians and robotics engineers aimed to study how human and machine improvisation can be explored through interdisciplinary design research. ...
Two smaller follow-up workshops comprised of only engineering and information science students provided an opportunity to elaborate on the principles covered in the first workshop. ...
AUTHOR CONTRIBUTIONS All authors contributed to the development of the joint workshop; AC and GH contributed to the analysis of the data and to the writing of the article. ...
doi:10.3389/frobt.2020.576702
pmid:33898527
pmcid:PMC8058629
fatcat:bqgwu46tqjecjemt5mjajy2m4u
Selecting the Safest CNC Machining Workshop Using AHP and TOPSIS Approaches
2021
Safety
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The research presented in this article addresses the issue of evaluating the safety of a CNC machining workshop, using a combined approach based on the analytic hierarchy process (AHP) and technique for ...
Machining operations on computer numerically controlled (CNC) machine tools are essential for the machining industry. Most of these operations take place in machining workshops. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/safety7020027
fatcat:ivntipjuxzdptansvwzpcr4kra
The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data
[article]
2024
arXiv
pre-print
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The NeurIPS 2023 Machine Learning for Audio Workshop brings together machine learning (ML) experts from various audio domains. ...
We outline the current baselines on these datasets but encourage researchers from across audio to utilize them outside of the initial baseline tasks. ...
The relative scarcity of prior research and this recent boom serves as the primary motivations behind organizing the 2023 NeurIPS Machine Learning for Audio (MLA) Workshop. ...
arXiv:2403.14048v1
fatcat:yqvrfx4iu5cyxbg6oyfomf6zri
An approachable, flexible, and practical machine learning workshop for biologists
[article]
2022
bioRxiv
pre-print
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The increasing prevalence and importance of machine learning in biological research has created a need for machine learning training resources tailored towards biological researchers. ...
After 5 initial pilots to improve workshop design, we performed a study on 3 workshop sessions. ...
This work was supported by NIH award T15LM007359, NSF award DBI 1553206, the Morgridge Institute for Research, and the University of Wisconsin-Madison Office of the Vice Chancellor for Research and Graduate ...
doi:10.1101/2022.02.03.479008
fatcat:tqectvodprfpbhelwqkaj6blf4
Research on Integrated Quality Control in Product Manufacturing Stage
2021
DEStech Transactions on Materials Science and Engineering
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method of machining process quality for component assembly, establishes the relationship between complex process capability index and matching degree, and realizes the prediction analysis and optimal ...
the machining error and quality dynamic control between multi-process in complex parts manufacturing process, improves the machining precision and efficiency of parts, puts forward the dynamic control ...
For assembly-oriented quality control method for machining stage, the relationship between CPK and P is established, the quantitative evaluation formula of assembly-oriented machining stage quality control ...
doi:10.12783/dtmse/ameme2020/35535
fatcat:gpjtk4d7qbay3ivjp5zdlu774i
Procedure for Defining the System of Objectives in the Initial Phase of an Industry 4.0 Project Focusing on Intelligent Quality Control Systems
2016
Procedia CIRP
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The research addresses both machine related and organizational process analysis. ...
Therefore, a comprehensive descriptive model has been developed to represent the relevant systems, their interfaces, interdependencies and influence parameters. ...
Acknowledgements This research and development project is funded by the German Federal Ministry of Education and Research (BMBF) and managed by the Project Management Agency Forschungszentrum Karlsruhe ...
doi:10.1016/j.procir.2016.07.067
fatcat:gthegwkwdbffvjicodb5c42hxa
Effects of flipped teaching on entrepreneurship professional student' learning motivation, self-directed learning, and learning outcome
2023
Contemporary Educational Technology
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Additionally, machine learning models were developed to predict students' final exam scores based on pre-intervention motivation, self-directed learning, and learning expectations. ...
Further research with larger, more diverse samples is recommended to validate the motivational and self-regulatory benefits of flipped teaching for higher education students.<i> </i> ...
model canvas 5 Competitive analysis in EdTech Analysis of various EdTech SWOT analysis workshop competitors 6 Advanced market research Reading on conjoint analysis & Workshop on designing market techniques ...
doi:10.30935/cedtech/13649
fatcat:w6d2nimmyfd4tg6k3nw22c4kzi
Machine Learning Techniques for Sentiment Analysis of Code-Mixed and Switched Indian Social Media Text Corpus - A Comprehensive Review
2022
International Journal of Advanced Computer Science and Applications
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A comprehensive review of sentiment analysis for code-mixed and switched text corpus of Indian social media using machine learning (ML) approaches, based on recent research studies has been presented in ...
Systems have been developed using ML techniques to predict the polarity of code-mixed text corpus and to fine tune the existing models to improve their performance. ...
SemEval workshops (International Workshop on Semantic Evaluation) have also been conducted. SemEval-2020 was aimed to encourage research in code-mixed Sentiment Analysis of Twitter data. ...
doi:10.14569/ijacsa.2022.0130254
fatcat:43ub7ku5xjeqvcjkpxfutpqgqi
Human Adaptive Mechatronics
2010
IEEE Industrial Electronics Magazine
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Conference on Systems, Man, and Cybernetics.The COE workshop on HAM was held every year, and the COE activities during the five years were discussed at the final fifth workshop. ...
Studies of the behavior design for robots or the analysis of human actions based on these models are active: however, these models are not utilized sufficiently to design human support systems. ...
doi:10.1109/mie.2010.936762
fatcat:l3ufsrjb5jaqlcdceqst6jeeha
Introductory notes for the Acta IMEKO Special Issue on the "23rd Symposium on Measurement of Electrical Quantities" and "International Workshop on Metrology for Agriculture and Forestry - 2019"
2020
ACTA IMEKO
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The issue is finalized by a first selection of scientific contributions that have been presented at the IEEE International Workshop on Metrology for Agriculture and Forestry held in Portici, Naples, Italy ...
This issue of Acta IMEKO is mainly connected with the 23<sup>rd</sup> Symposium on Measurement of Electrical Quantities which has been held in the city of Xi'an, People's Republic of China on September ...
By presenting a comprehensive survey and basic model of smart meter online calibration, this paper proposes a recursive algorithm for estimating the meter accuracy. ...
doi:10.21014/acta_imeko.v9i2.899
fatcat:jxahktx5ezfo7azqv3yh22fnve
An AHP-ME-Based Vehicle Crash Prediction Model considering Driver Intention and Real-Time Traffic/Road Condition
2022
Mathematical Problems in Engineering
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account, and provide a comprehensive evaluation of vehicle crash risk. ...
motion, and dynamic traffic environment into the assessment of the conflict risk in real time, (b) establishes a hierarchical analysis model for quantitatively describing driving safety based on an Analytic ...
Acknowledgments is study was supported by the Jiangxi Provincial Major Science and Technology Project -5G Research Project (Grant no. 20212ABC03W04) and Science and Technology Research Project of Education ...
doi:10.1155/2022/4371305
fatcat:eny62mpwazdzfpfryuo6khvek4
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