Research on Fault Diagnosis for Pumping Station Based on T-S Fuzzy Fault Tree and Bayesian Network by Zhuqing Bi, Chenming Li, Xujie Li, Hongmin Gao

“…Therefore, the proposed method integrates the advantages of the two methods. Finally, the feasibility of the method is verified through a fault diagnosis model of the rotor in the pumping unit, the accuracy of the method is verified by comparing with the methods based on traditional Bayesian network and BP neural network, respectively, when the historical data is sufficient, and the results are more superior to the above two when the historical data is insufficient.…”
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Nonlinearities in Economic Globalization Effects on the Environment: New Insights from a Panel Smooth Transition Regression Model by Çiğdem Demir Toker, Metehan Ercan

“…These countries were chosen due to their high performance in green economy integration; and thus, it was considered that this research could provide reference results for other countries. …”
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Multiple symmetry protected BIC lines in two dimensional synthetic parameter space by Zhang Fengyuan, Chu Qiongqiong, Wang Qiang, Zhu Shining, Liu Hui

“…Therefore, our design can provide new insight for a variety of on-chip applications, such as nonlinear devices, integrated nanolasing array, and high-resolution sensors for infrared molecular detection.…”
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A Fuzzy Set-Based Model for Educational Serious Games with 360-Degree Videos by Zildomar Carlos Felix, Liliane S. Machado, Rodrigo Pinheiro de Toledo Vianna, Ronei Marcos de Moraes

“…The model was developed from artificial intelligence (AI) techniques with the aim of enhancing the player’s learning using immersion mechanisms and pedagogical reinforcement strategies based on the player’s experience and performance evaluation. The model was integrated into the SG The Mystery of Pandora to evaluate its efficiency. …”
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EE-SAMS: An adaptive, SNN based energy-efficient data aggregation framework for agrovoltaic monitoring systems by Blessina Preethi R, Berin Shalu S, Saranya Nair M, Vergin Raja Sarobin M

“…At the aggregator level, feature extraction and data classification are conducted through Conv1D and MaxPooling layers, with classification powered by a modified Spiking Neural Network (SNN) using the Adaptive Exponential Integrate-and-Fire (AdEx) model, achieving a high classification accuracy of 99.27%. …”
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Detection of Diabetic Retinopathy Using a Multi-Decision Inception-ResNet-Blended Hybrid Model by Santosh Kumar Henge, Nikhil Reddy Viraati, Musaed Alhussein, Ajay Shriram Kushwaha, Khursheed Aurangzeb, Ravleen Singh

“…The model undergoes thorough pre-processing and testing phases, utilizing eight layers of convolutions at each stage to handle various data matrices and integrate global and specialized features. The chi-square testing mechanism refines the evaluation of test cases, contributing to the model’s overall performance. …”
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Analyzing Critical Success Factors for Implementing a Circular Economy in East Java’s Construction Industries Using Fuzzy Synthetic Evaluation by Hendrianto Figo Chrisnando, Negara Kartika Puspa, Devia Yatnanta Padma

“…Nevertheless, there are a lot of challenges that need to be overcome before CE principles are feasible to apply in the construction industry, particularly in areas like East Java, Indonesia. Thus, in order to integrate CE concepts into East Java’s construction industry, this paper investigates the critical success factors (CSFs). …”
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The educational program of a magistracy for economic direction of preparation in new coordinates of development: conceptual elements by V. F. Potudanskaya, E. V. Yakovleva

“…From a position of the new interconnected development coordinates in the form of FGOS VO(3++) and professional standards the maintenance of the basic conceptual elements of development of the educational program of a magistracy in the economy direction 38.04.01 reveals: compliance of contents of the planned educational program to requirements of FGOS VO(3++); formation of competencebased model of the graduate taking into account professional standards; compliance of the educational program to the priority directions of development of economy of the Omsk region, to requirements of employers and the development strategy of basic higher education institution of the region — OMGTU; increase in appeal of the educational program in education market; a possibility of use of the educational program at network interaction of higher education institutions; use of progressive methods of training (including design, praktiko-focused and so forth); development of system of independent estimation of competences of undergraduates on the basis of public professional accreditation; possibility of construction and realization of individual educational trajectories; ensuring the integrated interrelation of educational programs of a bachelor degree and a magistracy. …”
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Multidimensional time series classification with multiple attention mechanism by Chen Liu, Zihan Wei, Lixin Zhou, Ying Shao

“…Experimental findings substantiate the viability of integrating attention mechanisms into multidimensional time series classification endeavors.…”
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A blockchain model connecting electricity market and carbon trading market by Yi Wang, Lijuan Feng, Lin Wang, Weiqiu Yu

“…We propose an innovative blockchain model that integrates the carbon trading system, initial carbon allowance allocation by regulatory authorities, electricity consumers, and power generation firms into a unified framework. …”
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Security Risks and Designs in the Connected Vehicle Ecosystem: In-Vehicle and Edge Platforms by Marco De Vincenzi, John Moore, Bradley Smith, Sanjay E. Sarma, Ilaria Matteucci

“…This work reviews emerging security challenges in the CV ecosystem from a new perspective, focusing on the integration of in-vehicle platforms such as the infotainment system and vehicle-edge platforms. …”
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CKF-Based Visual Inertial Odometry for Long-Term Trajectory Operations by Trung Nguyen, George K. I. Mann, Andrew Vardy, Raymond G. Gosine

“…For comparison, this paper also develops a second solution to integrate VIO estimation with ranging measurements. …”
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Spread Sea Clutter Suppression in HF Hybrid Sky-Surface Wave Radars Based on General Parameterized Time-Frequency Analysis by Zhuo-qun Wang, Ya-jun Li, Jun-nan Shi, Peng-fei Wang, Ai-hua Liu, Xin-fan Xia, De-hong Chen

“…Firstly, the radar configuration and sea clutter broadening model are introduced based on the newly developed integrated HF sky-surface wave experimental system. …”
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Efficient Topology for DC-DC Boost Converter Based on Charge Pump Capacitor for Renewable Energy System by Muhammad Zeeshan Malik, Vineet Tirth, Amjad Ali, Ajmal Farooq, Ali Algahtani, Rajesh Verma, Saiful Islam, Kashif Irshad, Ahmed N. Abdalla

“…In this scenario, power electronic converters are an integral part of the renewable energy systems particularly for electronic devices which are operated from renewable energy sources and energy storage system (fuel cell and batteries). …”
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The Effects of Nonperforming Loans on Dynamic Network Bank Performance by Day-Yang Liu, Ya-Chiang Wu, Cheng-Hsien Lin, Wen-Min Lu

“…The research methodology is to integrate the radial and nonradial measures of efficiency into the network production process framework with NPLs; this study utilizes network epsilon-based measure model to evaluate the banking industry performance. …”
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Development of Environmental Action Plans for Adaptation to Climate Change: A Perspective of Air Quality Management by Han-Shi Chen, Kei-Iong Tam, Yu-Lin Zhao, Lan Yuan, Weiyi Wang, Merrisa Lin, Pen-Chi Chiang

“…In this study, a Climate Change Adaptation Plan concerning Air (CCAP-Air) is proposed based on the summary of policies and strategies in developed countries (United States, United Kingdom, Germany, Japan, and Australia), where five main strategies were suggested, including integrating the impacts of climate change on air quality into legislation, developing models to simulate the impacts of climate change on air quality, incorporating nature-based solutions into air quality management, considering AIoT (Artificial Intelligence Internet of Things) into climate change monitoring and governance, and establishing green finance system for tackling climate change. …”
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Optimization on Nonlinear Dynamics of Gear Rattle in Automotive Transmission System by Mingxuan Liang, Ying Wang, Tian Zhao

“…In this research, an equivalent rattle dynamic model of the idler gear is proposed, and the nonlinear rattle dynamic responses are solved based on the integral method. The effect laws of key factors on nonlinear dynamic performance are investigated by using a bifurcation diagram, spectrum map, and Poincaré map. …”
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A System for Robotic Extraction of Fasteners by Austin Clark, Musa K. Jouaneh

“…This study develops a system for extracting cross-recessed screws using a Deep Convolutional Neural Network (DCNN) for screw detection, integrated with industrial robot simulation software. …”
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Protein-templated metal nanoclusters for chemical sensing by Han-Wei Chu, Girum Getachew Demissie, Chih-Ching Huang, Anisha Anand

“…This work not only integrates current knowledge but also identifies gaps and opportunities not covered extensively in earlier reviews, such as the nuanced effects of template variation on MNCs’ functional properties.…”
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Mitigation of Diffraction Effect in GNSS Positioning Considering Azimuth and PDOP in Canyon Environment by Qingfeng Wu, Xiaoya Wang, Houxiang Zhou

“…Thus, we introduced a PDOP stochastic model and proposed a method that integrates both the azimuth angle threshold and PDOP considerations. …”
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