A hybrid mutational Northern Goshawk and elite opposition learning artificial rabbits optimizer for PEMFC parameter estimation by Pradeep Jangir, Absalom E. Ezugwu, Kashif Saleem, Arpita, Sunilkumar P. Agrawal, Sundaram B. Pandya, Anil Parmar, G. Gulothungan, Laith Abualigah

“…Additionally SSE, Absolute Error (AE), and Mean Bias Error (MBE) are computed for different recent methods according to literature on voltage measurement. …”
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Optimization of Fiber Ring Resonator Transmission Spectrum Based on Multi-Beam Interference Theory and Transfer Matrix Theory by Wenya Liu, Jiubin Tan, Jiwen Cui

“…To address this issue, based on the multi-beam interference theory, this article establishes a new mathematical theoretical model and demonstrate a transmission PMF-FRR(TPMF-FRR) with two couplers, the symmetry error has been dwindle to 0.8%, which is a huge improvement compared to 11% of traditional reflection PMF-FRR(RPMF-FRR). Furthermore, different construction methods of TPMF-FRR were studied through theoretical analysis and experimental verification based on the transfer matrix theory, provide guidance for further optimizing the transmission spectrum. …”
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Optimized Design and Test of Geometrically Nonlinear Static Aeroelasticity Model for High-Speed High-Aspect-Ratio Wing by Xing Li, Wei Qian, Ling Xiao, Xinyu Ai, Jun Liu

“…In this study, in order to study the static aeroelastic characteristics of the transonic flow of a high-aspect-ratio airfoil, a new design method of the scaled similar optimization model is described, and the change in the model lift coefficient due to geometrically nonlinear static aeroelasticity effects when the angle of attack is changed was investigated by using simulation and wind tunnel test methods. …”
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Enhanced Localization in Wireless Sensor Networks Using a Bat-Optimized Malicious Anchor Node Prediction Algorithm by Balachandran Nair Premakumari Sreeja, Gopikrishnan Sundaram, Marco Rivera, Patrick Wheeler

“…Our comprehensive simulation results reveal that BO-MAP significantly surpasses six current state-of-the-art methods—namely, the Secure Localization Algorithm, Enhanced DV-Hop, Particle Swarm Optimization-Based Localization, Range-Free Localization, the Robust Localization Algorithm, and the Sequential Probability Ratio Test—across various performance metrics, including the true positive rate, false positive rate, localization accuracy, energy efficiency, and computational efficiency. …”
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Application of microclimate environment simulation and spatial optimization of traditional villages——Taking Lefeng village in Hanzhong city for example by LI Jing, YANG Ying, YE Feng

“…We quantitatively evaluated and simulatied of outdoor public space thermal comfort in traditional villages, so as to optimize rural public space and living environment. …”
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The Application of Simulation – optimization Approaches in Water Transmission Line of Bistoun Dam to Have Integrated Planning of Water Resource by Sara Heshmati, Rasoul Ghobadiyan, Seyed Ehsan Fatemi

“…Introduction The possible utilities of water resources systems are commonly used through several different models. There are two main categories of models including simulation and optimizing models. …”
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Optimization and Stability Evaluation of Simulating Milk Fat Globule Membrane Delivery Systems for DHA-rich Algal Oil by Bo WANG, Shiwei LIU, Jianfeng SUN, Shenglin DUAN, Youqiang YU, Xishan MA, Jia LIU, Peng YUAN, Wenxin WANG, Yuanyuan LIU, Xiaoyang ZHENG

“…Methods: Algal oil containing no less than 74% docosahexaenoic acid (DHA) was utilized as the main embedding component. …”
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Optimizing water use in spring maize through integrated agro-techniques in groundwater-stressed regions of northwestern India by Khushkarandeep Singh, Vinay Kumar Sindhu, Ajmer Singh Brar, J.S. Lamba, J.S. Deol, R.S. Jakhar, Ranjeet Singh

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Feasibility Study of CRH380B EMU Wheel Set Advanced-reprofiling on the Optimization of the Limit of Flange Thickness by Xu TANG, Dongli SONG, Yuanchen ZENG, Weihua ZHANG, Bin ZHOU, Mingyuan XIE

“…In order to optimize the limit value of CRH380B EMU flange thickness based on the wear law of wheelset and vehicle dynamics performance under different flange thickness, the numerical solution method combined with the multibody kinetic software and Archard wear theory were used. …”
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In Silico Analysis of Immunogenic Epitopes in the VP2 Protein of Canine Parvovirus and Codon Optimization for Multivalent Vaccine Design by Hossein Samiei-Abianeh, Mahdi Tat, Masoumeh Bolandian, Seyed Akbar Arianzad, Jafar Salimian

“…This study aimed to design and optimize a recombinant vaccine based on conserved immunogenic regions of the VP2 protein from different CPV serotypes. …”
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A Comprehensive Review of Optimizing Multi-Energy Multi-Objective Distribution Systems with Electric Vehicle Charging Stations by Mahesh Kumar, Aneel Kumar, Amir Mahmood Soomro, Mazhar Baloch, Sohaib Tahir Chaudhary, Muzamil Ahmed Shaikh

“…This review provides an exhaustive review of various methods and scientific research previously undertaken to optimize the placement and dimensions of electric vehicle charging stations and distributed generation. …”
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Optimization of dual-layer flow field in a water electrolyzer using a data-driven surrogate model by Lizhen Wu, Zhefei Pan, Shu Yuan, Xiaoyu Huo, Qiang Zheng, Xiaohui Yan, Liang An

“…Therefore, machine learning methods are adopted to accelerate the optimization. …”
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DEVELOPMENT OF DC-DC BUCK CONVERTER FOR SOLAR PANEL ENERGY STORAGE THROUGH LOAD OPTIMIZATION AND FEEDBACK CIRCUIT by Widyaningrum Indrasari, Gusti Rama, Rahmondia Nanda Setiadi, Lilik Hasanah, Siti Kudnie Sahari

“…The DC-DC buck converter circuit simulation is carried out to determine the optimal load. The load optimization was conducted by analyzing the AC simulation using Ltspice software. …”
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Optimizing adjuvant strategies for sevoflurane-related emergence delirium: a Bayesian network meta-analysis in pediatric surgery by Chun-Jin Zhang, Hong Chen, Kang Zou, Xi Qu

“…ObjectiveTo compare the efficacy of different anesthetic adjuvants combined with sevoflurane across specific surgical sites using a Bayesian network meta-analysis.MethodsA systematic review was conducted, following PRISMA guidelines, including 100 randomized controlled trials (RCTs) involving 8,800 pediatric patients undergoing various surgeries. …”
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Optimizing Air Quality Monitoring: Comparative Analysis of Linear Regression and Machine Learning in Low-Cost Sensor Calibration by Runcheng Fang, Scott Collingwood, Yue Zhang, Joseph B. Stanford, Christina Porucznik, Darrah Sleeth

“…This study compares linear regression (LR) and machine learning (ML) techniques, particularly random forest (RF), to determine optimal calibration strategies. Objectives This study aims to compare the effectiveness of LR and RF models in calibrating the Plantower PMS 3003 sensor under different environmental conditions. …”
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Harmonized Integration of GWO and J-SLnO for Optimized Asset Management and Predictive Maintenance in Industry 4.0 by A. N. Arularasan, P. Ganeshkumar, Mohammad Alkhatib, Tahani Albalawi

“…The study encompasses the application of two different advanced optimization algorithms on asset management and predictive maintenance in Industry 4.0—Grey Wolf Optimization and Jaya-based Sea Lion Optimization (J-SLnO). …”
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Collaborative Optimization of Passenger Control Strategy and Train Operation Plan with Variable Formations for a Rail Transit Network by Yonghao Yin, Jun Chen, Wenrui Zhao

“…A numerical case that includes 2 bidirectional crossed lines and a real-world case from China are introduced to test the efficiency of the proposed method, which demonstrates better performance than the single and respective optimization solutions.…”
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Multi-Frequency Microwave Sensing System with Frequency Selection Method for Pulverized Coal Concentration by Haoyu Tian, Feng Gao, Yuwei Meng, Xiaoyan Jia, Rongdong Yu, Zhan Wang, Zicheng Liu

“…Traditional microwave attenuation methods typically rely on a single frequency for analysis while neglecting valuable information in the frequency domain, making them susceptible to the varying sensitivity of the signal at different frequencies. …”
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Rapid estimation method of lithium battery state of health based on novel health feature by DONG Xiaohong, DONG Jinbo, WANG Mingshen, ZENG Fei, PAN Yi

“…Finally, considering different time intervals, the method uses the ordinary least squares (OLS) regression analysis method to determine the optimal time interval parameter of the lithium battery. …”
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A novel lubricating method of oil pump with self-adaptive adjustment function for transmission by Yangfeng Cao, Dazhou Liu, Peng Zhang, Hao Zhou, Shengdun Zhao

“…Futher more, the new lubrication method can reduces the gearbox temperature to different degree which is more beneficial to its life extension.…”
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