Automatic Synthesis of Recurrent Neurons for Imitation Learning From CNC Machine Operators by Hoa Thi Nguyen, Roland Olsson, Oystein Haugen

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Key Technologies for Intelligent Control of Heavy-Haul Trains Focusing on Safe and Efficient Operation by WANG Qingyuan, WEI Mi, HU Yunqing, WANG Jianhua, JIANG Fan, ZHANG Zhengfang, WANG Kaiyun

“…Additionally, it discusses the establishment of coupled simulation platforms and evaluation systems as potential means for the effective analysis, evaluation, and optimization of operational safety for heavy-haul trains.…”
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An Analysis of Hybrid Management Strategies for Addressing Passenger Injuries and Equipment Failures in the Taipei Metro System: Enhancing Operational Quality and Resilience by Sung-Neng Peng, Chien-Yi Huang, Hwa-Dong Liu, Ping-Jui Lin

“…This study is the first to systematically integrate supervised machine learning (decision tree) and association rule mining techniques to analyze accident data from the Taipei Metro system, conducting a large-scale data-driven investigation into both passenger injury and train malfunction events. …”
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Data-driven identification and analysis of passenger riding paths in megacity metro system by Lianghui Xie, Zhenji Zhang, Robin Qiu, Daqing Gong

“…Purpose – The paper aims to identify and analyze passengers’ riding paths for providing better operational support for digital transformation in megacity metro systems. …”
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Workflow Design and Operational Analysis of a Coal‐Based Multi‐Energy Combined Supply System for Electricity, Heating, Cooling, and Gas by Shiwei Yu, Dedong Li, Zhongyi Zuo, Mingjie Feng

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Microgrid modernization using exponential decentralized consensus-based energy assessment by considering renewable generation uncertainties and operational price analysis by Ijaz Ahmed, Muhammad Rehan, Mohammed Alqahtani, Muhammad Khalid

“…Moreover, an assessment for the energy production, emission reduction, and operation cost analysis has also been provided for the eastern part of Saudi Arabia, based on uncertain weather conditions. …”
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Using SDPC for Visual Exploratory Analysis of Semiconductor Production Line Sensor Data by Xinxiao Li, Xian-Hua Han, Yongqing Sun

“…An evaluation with semiconductor production engineers demonstrated SPDC’s ability to facilitate real-time exploratory analysis, boost operational efficiency, reduce visual analysis time by two-thirds for on-site engineers, and ultimately lead to more effective production processes.…”
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CoMA - an intuitive and user-friendly pipeline for amplicon-sequencing data analysis. by Sebastian Hupfauf, Mohammad Etemadi, Marina Fernández-Delgado Juárez, María Gómez-Brandón, Heribert Insam, Sabine Marie Podmirseg

“…Here, we introduce "CoMA-Comparative Microbiome Analysis" as a free and intuitive analysis pipeline for amplicon-sequencing data, compatible with any common operating system. …”
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Fault early warning model of 4G base station out of service based on centralized monitoring data resources by Yang WANG, Yi MAN, Zhipeng CHEN

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Urban Traffic State Sensing and Analysis Based on ETC Data: A Survey by Yizhe Wang, Ruifa Luo, Xiaoguang Yang

“…ETC data-based traffic sensing technologies encompass traffic state representation at microscopic, mesoscopic, and macroscopic levels, enabling comprehensive sensing from individual vehicle behavior to overall network operations. …”
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Big Data Intelligent Analysis Technology for the Study of Spatial and Time Trends in the Development of Large Cities by K. V. Mulyukova, I. V. Mulyukov, V. M. Kureichik

“…The study includes a review of bibliographic sources on the problems of big data analysis and their application in the modern field of construction of large cities. …”
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Distributionally Robust Operation for Flexible Distribution Networks Considering Multi-correlation of Renewable Power Generation by Zhiwei LIU, Yue MA, Zhicheng SHA, Yunshu SHAO, Yuanfang NIU, Xiaoming DONG, Chengfu WANG

“…Finally, the column and constraint generation algorithm is adopted to solve the model, and a simulation analysis is conducted using an improved IEEE 33-bus test system as an example, verifying the effectiveness and practicality of the proposed method.…”
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Well control diagnosis model of underground gas storage in multi-cycle operation by ZHANG Siyuan, YANG Jiakun, SONG Lina, ZHOU Dongliang, HU Jun, XU Feng, SHI Yuxia, XU Hongcheng, PEI Gen, FAN Jiayi

“…By adjusting the model with production data, a refined prediction model for multi-cycle operation is developed. …”
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Techno-Economic Assessment of Hydrogen-Based Power-to-Power Systems: Operational Strategies and Feasibility Within Energy Communities by Lucia Pera, Marta Gandiglio, Paolo Marocco

“…A power-to-power configuration is modelled through a comprehensive methodology that determines optimal component sizing, based on high-resolution real-world data. This analysis explores how different operational strategies influence the system’s cost-effectiveness. …”
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Stochastic Identification and Analysis of Long-Term Degradation Through Health Index Data by Hamid Shiri, Pawel Zimroz

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A Study of the Colombian Stock Market with Multivariate Functional Data Analysis (FDA) by Deivis Rodríguez Cuadro, Sonia Pérez-Plaza, Antonia Castaño-Martínez, Fernando Fernández-Palacín

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Exergy Analysis of 500 MW Power Unit Based on Direct Measurement Data by Michalina Kurkus-Gruszecka, Łukasz Szabłowski, Olaf Dybiński, Piotr Krawczyk, Krzysztof Badyda, Grzegorz Kotte

“…The use of measurement data allows an accurate representation of the unit’s current operating conditions, which is crucial for the accuracy of the analysis and the practical implementation of the results obtained. …”
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Application of modern hybrid technologies in the field of data analysis to struggle with spear phishing by Gordeev Dmitriy, Karaseva Margarita, Karaseva Tatiana

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DATA⁃DRIVEN RELIABILITY ANALYSIS MODEL OF QINGHAI⁃TIBET RAILWAY IN PERMAFROST ZONE by WANG JinBo, TANG JiaYin, LIU XinLing, WU Yi

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Automated Anomaly Detection and Causal Analysis for Civil Aviation Using QAR Data by Xin Dang, Congcong Hua, Chuitian Rong

“…Flight Operations Quality Assurance (FOQA) is an internationally recognized solution to ensure the safety of civil aircraft flights based on Quick Access Recorder (QAR) data. …”
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