Coordinated Optimization and Operational Strategy for Multi-type Energy Storage in Regional Integrated Energy Systems by Mingfei GAO, Zhonghe HAN, Bin ZHAO, Peng LI, Di WU

“…To address the operational optimization issues of multiple heterogeneous energy in regional integrated energy systems, a coordinated operational optimization method for multi-energy storage systems aimed at multi-energy synergistic supply is proposed. …”
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Optimization of the Hollow Rectification Sill in the Forebay of the Pump Station Based on the PSO-GP Collaborative Algorithm by Wang Xi, Weigang Lu, Chuan Wang, Bo Xu

“…Its hole-to-height ratio is 0.62, its hole-to-width ratio is 0.37, upper-to-lower sill length ratio is 0.63, and sill height-to-water table ratio is 0.23. It shows that this method is practical in the optimization design of the hollow rectification sill and provides a new method for the optimization of the flow field in the forebay of the pump station.…”
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Operational Optimization for a Regional Multi-Energy System Considering Thermal Quasi-Dynamic Characteristics by Xingying Chen, Le Bu, Cheng Chen, Lei Gan, Kun Yu

“…By comparing the operating results of different adjustment methods, a quality adjustment method is found to have the most flexibility for regional heating system control. …”
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Carbon Emission Prediction of Freeway Construction Phase Based on Back Propagation Neural Network Optimization by Lin Wang, Jiyuan Zhu, Haoran Zhu, Wencong Xu, Zihao Zhao, Xingli Jia

“…Furthermore, we integrated multiple strategies to improve the northern goshawk optimization algorithm and optimize the BP neural network, thereby establishing a carbon emission prediction model for the highway construction phase. …”
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Improved Monarch Butterfly Optimization Algorithm Based on Opposition-Based Learning and Random Local Perturbation by Lin Sun, Suisui Chen, Jiucheng Xu, Yun Tian

“…Many optimization problems have become increasingly complex, which promotes researches on the improvement of different optimization algorithms. …”
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Optimal threshold of time interval from symptom onset to diagnosis for identification of severity and outcomes in acute symptomatic pulmonary embolism by Wei Xiong, Qiangqiang Qin, Xiaoyang Song, Zhenzhong Deng, Mei Xu, Dongmei Wang, Qihuan Yao, Jianmin Qu, Yong Luo, Fengfeng Han

“…Nevertheless, it is not known how many days of OTD is the optimal threshold for the identification of severe PE or what differences exist in outcomes among PE patients classified by this threshold.Methods Patients with acute symptomatic PE were retrospectively studied to determine the optimal OTD threshold for identifying the severity and outcomes of PE. …”
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Optimal Low-Frequency Parameter of Percutaneous Electrical Nerve Stimulation in Patients with Lower Back Pain: A Pilot Study by Roberto San-Emeterio-Iglesias, Carlos Romero-Morales, Francisco Minaya-Muñoz, Blanca De-la-Cruz-Torres

“…<b>Methods</b>: Forty patients with LBP were randomly assigned to two groups, each receiving isolated percutaneous electrical stimulation of the sciatic nerve. …”
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Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification by Burooj Ghani, Vincent J. Kalkman, Bob Planqué, Willem-Pier Vellinga, Lisa Gill, Dan Stowell

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Text Detection Method With Emphasis on Text Component Importance and Lightweight Design by Lanlan Yin, Qiming Wu

“…The experiment showed that the proposed method performed the best in accuracy, recall, and F1 value than the comparative algorithms on different datasets. …”
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Meta-analysis of the optimal needle length and decompression site for tension pneumothorax and consensus recommendations on current ATLS and ETC guidelines by Suhaib J. S. Ahmad, Jason R. Degiannis, Marion Head, Ahmed R. Ahmed, Edgar Gelber, Sherif Hakky, Armin Kieser, Martin Müller, John Darling, Dominik A. Jakob, Ioannis Panagiotis Kyriazidis, Konstantinos Degiannis, Patrick Dorn, Anil Lala, Christopher Bowman, Danielle Wilkinson, Graham Whiteley, Umair Hassan, Younis Mohamed, Kai Hui Loo, Ynyr Dewi Davies, Richard Egan, Sjaak Pouwels, Amber Coulthard, Lowri Churchill, Kiran Bhavra, Christopher Bailey, Ian Johnson, Ifan Rees, Dafydd Williams, Shahab Hajibandeh, Wah Yang, Christian Peter Subbe, Amy Owen, David Rawaf, Ameer Khamise, Ali Waleed Khalid, Chetan Parmar, J. Agustin Soler, Miriam Khalil, Ata Mohajer-Bastami, Sarah Moin, Rami Archid, Mohamed Abdulmajed, Rosalind Jones, Vignesh Balasubaramaniam, Rawa Al-Salihi, Arran Shoker, Mei-Ju Hwang, Olga Griffiths, Sushil Pandey, Lucy Lee-Smith, Aristomenis K. Exadaktylos

“…Methods This meta-analysis followed the PRISMA 2020 guidelines. …”
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Identification of the optimal points for the acupuncture treatment of neck pain in China: protocol for a multicenter, matched, case-control study by Ling Zhao, Hui Zheng, Mingsheng Sun, Guoyan Geng, Jiao Chen, Xingsha Ma, Mingxi Yan, Dingjun Cai, Fan-rong Liang, Chunxia Yang, Siyuan Tao, Jieru Peng

“…The present study aims to identify the types of sensitisation and the distribution of sensitised points in patients with NP, to analyse the cut-off values and sensitisation rate for acupoint sensitisation, and to summarise the dominant forms of optimally sensitised points. This information will be helpful when choosing the optimal points to treat NP.Methods and analysis This multicentre, matched, case–control study will enrol 224 patients with NP, and 224 age-matched and sex-matched healthy participants as controls. …”
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Russian Randomized Trial to Select Optimal Antibiotic Prophylaxis in Radical Cystectomy: Initial Results of MACS-TRIAL (NCT05392634) by A. K. Nosov, M. V. Berkut, E. M. Mamizhev, T. Yu. Galunova, D. I. Rumyantseva, D. P. Semeyko, S. A. Reva, S. Yu. Konyashkina

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Optimization of energy acquisition system in smart grid based on artificial intelligence and digital twin technology by Zhen Jing, Qing Wang, Zhiru Chen, Tong Cao, Kun Zhang

“…Abstract In response to the low operating speed and poor stability of energy harvesting systems in smart grids, an energy harvesting optimization method based on improved convolutional neural networks and digital twin technology is proposed in the experiment. …”
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FixedSum: A Novel Algorithm for Generating Weight Vectors in Decomposition-Based Multiobjective Optimization by Syed Zaffar Qasim, Muhammad Ali Ismail

“…Recently, some studies about the development of decomposition-based multiobjective evolutionary algorithms have adopted different methods for generating weight vectors. However, these WVs are often clustered, either near the boundary or in inner regions of the search space. …”
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Impact of Data Capture Methods on 3D Reconstruction with Gaussian Splatting by Dimitar Rangelov, Sierd Waanders, Kars Waanders, Maurice van Keulen, Radoslav Miltchev

“…Through experiments in a mock crime scene apartment, we identified optimal filming methods that reduce noise and artifacts, delivering clearer and more accurate reconstructions. …”
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Energy-Efficient Route Planning Method for Ships Based on Level Set by Jiejian Zhu, Haiqing Shen, Qiangrong Tang, Zhong Qin, Yalei Yu

“…To verify the effectiveness of the proposed algorithm, its performance is evaluated through two case studies, comparing energy consumption under different environmental conditions. The experimental results demonstrate that, compared to the shortest path method based on the level set algorithm, the proposed approach achieves an energy saving rate of approximately 2.1% in obstacle-free environments and 1.4% in environments with obstacles.…”
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Optimization of dye effluent decolorization by halotolerant Halomonas strain D2 in static culture condition by Ali Partovinia, Maryam Otadi, Amirhossein Alaedini

“…Toluidine Red is a pigment containing azo groups, which is invasively used in different industries. There are several chemical, physical, biological, optical, and combinational methods for different pollutant removal from the environment. …”
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Application of Hybrid Algorithm Based on Ant Colony Optimization and Sparrow Search in UAV Path Planning by Yangyang Tian, Jiaxiang Zhang, Qi Wang, Shanfeng Liu, Zhimin Guo, Huanlong Zhang

“…At the same time, our research further verifies the effectiveness of improving heuristic algorithms by fusing different optimization strategies, providing new ideas and directions for future algorithm design and optimization.…”
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Two-Layer Optimization of Regional Integrated Energy System Considering Exergy Efficiency and Multiple Uncertainties by Ling LU, Tao YUAN, Bo YANG, Xin LI, Yang LU, Qiuping PU, Xin ZHANG

“…Multi-scene random planning and range optimization methods are adopted to deal with exergy for different characteristics of solar and wind power uncertainty, along with load and energy price fluctuations. …”
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Early-Fault Feature Extraction for Rolling Bearings Based on Parameter-Optimized Variation Mode Decomposition by Junjie Ni, Gangjin Huang, Jing Yang, Nan Wang, Junheng Fu

“…Aiming to mitigate this limitation, this paper introduces an enhanced variational mode decomposition approach utilizing the Chaotic Harris Hawk Optimization (CHHO) method. Average energy entropy is used as the optimization criterion in the CHHO–VMD algorithm to ascertain both the ideal mode count and its corresponding penalty factor. …”
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