Microgrid Multivariate Load Forecasting Based on Weighted Visibility Graph: A Regional Airport Case Study by Georgios Vontzos, Vasileios Laitsos, Dimitrios Bargiotas, Athanasios Fevgas, Aspassia Daskalopulu, Lefteri H. Tsoukalas

“…The motivation for this research stems from the urgent need to enhance the accuracy and reliability of load forecasting in microgrids, which is crucial for optimizing energy management, integrating renewable sources, and reducing operational costs, thereby contributing to more sustainable and efficient energy systems. …”
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Noise Emission Assessment and Countermeasures of High-speed Maglev System by Sansan DING, Jianmin GE, Jianqiang GUO, Yanju ZHAO, Shanqiang FU

“…In the design stage of maglev vehicle, the high-speed noise source intensity was deduced according to the existing noise data, and the mode prediction was carried out according to <italic>The guidance on noise and vibration source intensity values and treatment principles in environmental impact assessment of railway construction projects</italic> (2010 Revision) (TJ [2010] No. 44). …”
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The analysis of generative artificial intelligence technology for innovative thinking and strategies in animation teaching by Xu Yao, Yaozhang Zhong, Weiran Cao

“…Compared to traditional animation teaching methods, GAI technology introduces a novel pedagogical paradigm characterized by adaptive personalized learning pathways, intelligent teaching resource optimization, and immersive interactive learning models. …”
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Research on Multi-Channel Spectral Prediction Model for Printed Matter Based on HMSSA-BP Neural Network by Dandan Fan, Hongwu Zhan, Fang Xu, Yifei Zou, Yankang Zhang

“…To overcome it, this paper proposes a multi-channel spectral prediction model for printed matter and the adaptive evaluation method based on multi-index fusion. First, BPNN prediction model utilizes multi-light sources multi-spectral imaging technology, mapping the dot area ratio of C, M, Y, K to the multi-channel spectral images. …”
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Research Progress on Dioxin Prevention and Control Technologies in the Entire Process of Domestic Waste Incineration by Yongyi MA, Qianqian LI, Bohua SUN, Jing MENG, Bin SHI, Yangzhao SUN, Guijin SU

“…By screening incoming waste and co-combustion with selected industrial solid waste, the contents of chlorine sources and metals can be reduced, while improving the calorific value, thus reducing dioxin formation at the source. …”
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Survey on positioning technology based on signal of opportunity from low earth orbit by Jiawei He, Jiawei He, Shaojie Ni, Shaojie Ni, Honglei Lin, Honglei Lin, Zhe Liu, Zhe Liu, Zhibin Xiao, Zhibin Xiao

“…This paper begins by introducing the principle of Doppler location and analyzing its error sources. It then discusses in detail the methods of observation extraction, including cognitive-based and blind-based methods. …”
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Deep learning-based image classification for AI-assisted integration of pathology and radiology in medical imaging by Lanting He, Lan Luan, Dan Hu

“…IntroductionThe integration of pathology and radiology through artificial intelligence (AI) represents a groundbreaking advancement in medical imaging, providing a powerful tool for accurate diagnostics and the optimization of clinical workflows. Traditional image classification methods encounter substantial challenges due to the inherent complexity and heterogeneity of medical imaging datasets, which include multi-modal data sources, imbalanced class distributions, and the critical need for interpretability in clinical decision-making.MethodsAddressing these limitations, this study introduces an innovative deep learning-based framework tailored for AI-assisted medical imaging tasks. …”
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The Evolution of the Industrial Specialization of the Radio Electronics Industry of Saint-Petersburg by D. V. Klushantsev

“…The article uses the following methods: analysis, synthesis, grouping, comparison, observation, generalization.Results: the literature devoted to the radio electronics industry, its transformation and development is critically analyzed. …”
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Regenerative Strategies in Dentistry: Harnessing Stem Cells, Biomaterials and Bioactive Materials for Tissue Repair by Vidhya Rekha Umapathy, Prabhu Manickam Natarajan, Bhuminathan Swamikannu

“…As we move forward, the prospects for regenerative dentistry are in subsequent developments of stem cell technology, biomaterial optimization, and individualized treatment methods, which might become increasingly integrated in dental practices globally. …”
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Chip Design of PTP Time Synchronization for Industrial IoT by Yee-Shao Chen, Yuan-Sun Chu, da-Wei Lo, Yen-Ting Chiang, Ting-Chao Hou

“…In order to improve time accuracy and reduce delays caused by network protocol stacking, this study designed the chip on the data link layer and optimized the original IEEE 1588 protocol. These optimization methods include compensating clock skew and removing run-trip delay Time is too large mechanism. …”
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Maximum Energy Absorbed from the Persian Gulf Waves Considering Uncertainty in Power Take off Parameters by Mohammad Jalali, Reihaneh Kardehi Moghaddam, Naser Pariz

“…Compared to particle swarm optimization and conventional black hole algorithm, the results of the proposed method indicate enhancements in reference velocity tracking and absorbed power. …”
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Research on power system transformation based on edge node technology under the background of carbon neutrality by LI Jin, GAO Hongliang, LIU Kemeng, XIE Hu

“…In each island, the improved particle swarm optimization algorithm is used to reasonably distribute the power tasks, forming a novel power system with the coordinated planning of source-network-load-storage as the core. …”
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Current status and prospects of research on the pollution and treatment technologies of per- and polyfluoroalkyl substances by Xuejiao Tang, He Yang, Xinya Li, Cuiping Wang

“…Additionally, it provides a forward-looking perspective on future research directions, compares the principles, applications, efficiency, and cost-effectiveness of different technologies, and proposes a novel evaluation framework to guide technology selection and optimization. Compared to previous studies, this article offers a more comprehensive and systematic review of PFAS treatment technologies, aiming to serve as a valuable reference for developing advanced PFAS removal methods.…”
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Improved genetic algorithm based on greedy and simulated annealing ideas for vascular robot ordering strategy. by Zixi Wang, Yubo Huang, Yukai Zhang, Yifei Sheng, Xin Lai, Peng Lu

“…Traditional heuristic methods, though intuitive, often fail to achieve global optimization. …”
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Unveiling construction accident causation: a scientometric analysis and qualitative review of research trends by Haoyu Zang, Ming Li, Zhiyao Jin, Jingfei Huang

“…In addition, a qualitative synthesis was conducted to review common data sources and examine key issues, including risk factor identification, accident type classification, causality analysis, and the optimization of research strategies. …”
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A Literature Review on Strategic, Tactical, and Operational Perspectives in EV Charging Station Planning and Scheduling by Marzieh Sadat Aarabi, Mohammad Khanahmadi, Anjali Awasthi

“…It has been found that optimization methods followed by simulation and multi-criteria decision-making are most commonly used for EV infrastructure planning. …”
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Studying the solid-liquid extraction of enzyme amylase: influence of type of solvent, temperature, contact time and their interrelationship by Marcia Matongorere, Kudakwashe Noble Goto, Farisai Chidzwondo, Rumbidzai Mangoyi

“…The industrial production of enzyme amylase is carried out using two methods which are submerged fermentation and solid-state fermentation. …”
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The technological transformation of the Russian energy sector forced by carbon regulation by A. V. Shigina, A. A. Khorshev

“…To consider the change in the optimal technological structure of the electric power industry and district heating in Russia by 2050 assuming the introduction of various carbon regulation instruments in 2030.METHODS. …”
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Research on joint clearing of energy and ancillary service in the day-ahead market considering the weights of ancillary services by Dong Mo, Mingyuan Chen, Qiuwen Li, Youhui Yang, Ziqiang Wang, Xuefeng Zhu

“…IntroductionWith the large-scale grid integration of renewable sources and the increasing number of new types of loads, the demand for ancillary services in the power system has been growing rapidly. …”
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Research progresses of noble metal (Pt, Pd, and Ru)-based catalysts for catalytic decomposition of chlorine-containing volatile organic compounds by YANG Qin, XU Han, ZHAO Yaruo, TIAN Mingjiao, HE Chi*

“…Catalytic decomposition is considered to be one of the most effective and feasible methods to reduce the emissions of CVOCs due to its significant advantages of low energy consumption, high efficiency and less secondary by-products. …”
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