Optimization method of truss structure size and shape based on harmonic search genetic algorithm by XIE Jun, ZHANG Huashuai, LIN Shuqin, PANG Bolei, YAN Jie

“…In addition, the harmonious search algorithm is processed with mixed variables of discrete variables and continuous variables, and a truss structure shape optimization method based on the harmonic search hybrid genetic algorithm was established. …”
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A New Customized Measurement System for a Non-Contact, Enhanced Thermometric Method by Luca Evangelisti, Edoardo De Cristo, Salvatore Monteleone, Claudia Guattari, Paola Gori, Ivan Pini, Tullio de Rubeis, Dario Ambrosini

“…This study introduces a novel, low-cost, non-contact measurement system for heat flux estimation based on an enhanced thermometric method. The customized system was designed and assembled to implement a non-contact, indirect approach for heat flux assessment. …”
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Novel Dynamic Chord Reference Method in Railway Track Irregularity Measurement Based on Vehicle by Yan Wang, Wenbo Zhao, Shibin Wei, Jiyou Fei, Fei Yang, Peng Dai

“…The proposed method aims to improve the accuracy and efficiency of CRM assessments, particularly those requiring real-time or continuous inspection. …”
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SGM-EMA: Speech Enhancement Method Score-Based Diffusion Model and EMA Mechanism by Yuezhou Wu, Zhiri Li, Hua Huang

“…Especially when processing out-of-dataset noisy speech, the proposed method achieved excellent speech enhancement results compared to other methods, demonstrating the model’s strong generalization capability. …”
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Device Modeling Method for the Entire Process of Energy-Saving Retrofit of a Refrigeration Plant by Xuanru Xu, Lun Zhang, Jun Chen, Qingbin Lin, Junjie Chen

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Design of an Iterative Method for Malware Detection Using Autoencoders and Hybrid Machine Learning Models by Rijvan Beg, R. K. Pateriya, Deepak Singh Tomar

“…Traditional detection and analysis methods face threats of data high-dimensionality, lack of strength against adversarial attacks, and non-efficient use of unlabeled data samples. …”
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Online evaluation method for MMC submodule capacitor aging based on CapAgingNet by Xinlan Deng, Youhan Deng, Liang Qin, Weiwei Yao, Min He, Kaipei Liu

“…Subsequently, the CapAgingNet model is introduced, incorporating key technical modules to enhance performance: the Deep Stem module, which extracts larger receptive fields through multiple convolution layers and mitigates the impact of data sparsity in capacitor aging on feature extraction; the efficient channel attention (ECA) module, utilizing one-dimensional convolution for dynamic weighting to adjust the importance of each channel, thereby enhancing the ability of the model to process high-dimensional features in capacitor aging data; and the multiscale feature fusion (MSF) module, which integrates capacitor aging information across different scales by combining fine-grained and coarse-grained features, thus improving the capacity of the model to capture high-frequency variation characteristics. …”
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Energy-Saving Control Method of Building Central Air Conditioning Based on Genetic Algorithm by Lihui Wang

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Design of Optimization Method for Light Energy Utilization in Fiber Optic Day-lighting System by WANG Yifang, JIA Xiaoyu, YU Chunrong

“…【Methods】A fiber optic probe structure is designed to address the issue of real-time alignment of sunlight, targeting the nonlinear response of zenith angle. …”
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Features of the use of the statistical method of frequency stabilization of generators in distributed information-measuring systems by D. D. Gabrielyan, P. I. Kostenko, O. A. Safarian

“…The necessity to ensure high stability of signal frequency generated by subscribers to improve the efficiency of the stated systems is noted. Two main features of applying the static frequency stabilization method are stated. …”
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Stabilized Discretization in Spline Element Method for Solution of Two-Dimensional Navier-Stokes Problems by Neng Wan, Ke Du, Tao Chen, Sentang Zhang, Gongnan Xie

“…In terms of the poor geometric adaptability of spline element method, a geometric precision spline method, which uses the rational Bezier patches to indicate the solution domain, is proposed for two-dimensional viscous uncompressed Navier-Stokes equation. …”
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Analytical approximate solutions of some fractional nonlinear evolution equations through AFVI method by Md. Asaduzzaman, Faruk Özger, Md. Zulfikar Ali

“…In this article, we construct and investigate a new fractional variational iteration technique which is named as AFVI method. …”
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Point-Symmetric Extension-Based Interval Shannon-Cosine Spectral Method for Fractional PDEs by Ruyi Xing, Yanqiao Li, Qing Wang, Yangyang Wu, Shu-Li Mei

“…Compared with Shannon and Shannon-Gabor wavelet quasi-spectral methods, the novel scheme has stronger applicability to the shockwave appeared in the solution besides the higher numerical accuracy and efficiency.…”
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Study on precision reliability evaluation method of harmonic drive based on NIPCE considering wear by Xian Zhang, Changming Zhang, Peng Wang, Chunlei Peng, Fan Yang

“…Then a Non-Intrusive Polynomial Chaos Expansion(NIPCE) based uncertainty analysis method is proposed for transmission precision response solution of harmonic drive dynamic model under multi-dimensional random variables, and the efficiency of uncertainty analysis is further improved by introducing sparse grid. …”
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Linear Gauss Pseudospectral Method Using Neighboring Extremal for Nonlinear Optimal Control Problems by Tianyou Zhang, Wanchun Chen, Liang Yang

“…This article proposes a method to solve nonlinear optimal control problems with arbitrary performance indices and terminal constraints, which is based on the neighboring extremal method and Gauss pseudospectral collocation. …”
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Statistical learning-driven parameter tuning in injection molding using modified simplex method by Pongchanun Luangpaiboon, Walailak Atthirawong, Anucha Hirunwat, Pasura Aungkulanon

“…Nonlinear interactions and quality inconsistencies are frequently encountered by existing methods. The Statistical Learning-Driven Modified Simplex Method (SLMSM) is a novel hybrid optimization framework that is introduced to resolve this gap. …”
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Hierarchical Control of Energy Router Based on MPC and Real-Time Optimization Methods for Distribution Network by Jianfeng Yang, Shun Zhou, Jiawei Wang

“…Traditional centralized control methods struggle with slow response times and poor adaptability, particularly under dynamic and complex conditions such as renewable energy fluctuations and load variations. …”
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Modeling Streamer Discharge in Air Using Implicit and Explicit Finite Difference Methods with Flux Correction by Hasupama Jayasinghe, Liliana Arevalo, Richard Morrow, Vernon Cooray

“…A recently developed fourth-order space and time-centered implicit finite difference method (FDM) with a flux-corrected transport (FCT) method is applied to solve the DDR equations, followed by a comparative simulation using the well-established explicit FDM with FCT. …”
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Semi-automated screening of azobezenes for solar energy storage using extended tight binding methods by Karoline Schjelde, Oscar B. Obel, Andreas Erbs Hillers-Bendtsen, Kurt V. Mikkelsen

“…Abstract In the face of the pressing climate change crisis, Molecular Solar Thermal Energy Storage (MOST) Systems offer a promising avenue for efficient energy storage. This study focuses on the potential of systems based on azobenzene and gives a comprehensive framework for assessing unique azobenzene variations for MOST applications. …”
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TOPSIS model with combination weight for demand assessment of flood emergency material supplies by Bingbing Xu, Wenguang Yang, Lanxiang Yi, Dekun Kong, Ruitian Liu

“…The objective weights and subjective weights of the evaluation indicators are calculated using the coefficient of variation method and the order relation analysis method, respectively. …”
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