A machine learning technique for optimizing load demand prediction within air conditioning systems utilizing GRU/IASO model by Meng He, Hui Wang, Myo Thwin

“…The model is based on using an optimized design of Gated recurrent unit (GRU) network and an enhanced metaheuristic algorithm, named Improved Alpine Skiing Optimizer (IASO). …”
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Enhancing the Performance of Vibration Energy Harvesting Based on 2:1:2 Internal Resonance in Magnetically Coupled Oscillators by Shakiba Dowlati, Najib Kacem, Noureddine Bouhaddi

“…The experimental validation of the optimized design is performed while highlighting the benefits of internal resonance, and the obtained results are in good agreement with the theoretical findings. …”
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Transparent Graphene-Based RIS for 6G Communications in the THz Spectrum by I. Marasco, C. Cantore, G. V. Bianco, G. Bruno, A. D'Orazio, G. Magno

“…This paper presents a numerical investigation and the optimized design of a transparent graphene-based RIS operating in the THz spectrum. …”
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Design Optimization of HANARO Irradiation Capsule for Long-Term Irradiation Testing by Kee Nam Choo, Man Soon Cho, Seong Woo Yang, Byung Hyuk Jun, Myong Seop Kim

“…Based on the failure analysis, an optimized design of the rod tip of the capsule was made for long-term irradiation testing. …”
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Chaotic Dynamics-Based Analysis of Broadband Piezoelectric Vibration Energy Harvesting Enhanced by Using Nonlinearity by Zhongsheng Chen, Bin Guo, Congcong Cheng, Hongwu Shi, Yongmin Yang

“…The proposed method is very valuable for optimally designing and utilizing nonlinear broadband PVEH devices in engineering applications.…”
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Study on Optimization of Pump Shaft Transmission System of Plastic Centrifugal Pump by Lili Zhang, Lingfeng Tang, Qingzhao Wen, Wenbin Luo

“…The NSGA-II multiobjective optimization method was used to solve the optimal structural parameters of the optimization model, and the optimization design of the pump shaft span, cantilever, front, and rear bearing clearance was completed. …”
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Robust optimization of stabilizing piles for landslides composed of soil–rock mixtures by Yang Yu, Songlin Liu, Qing Lü

“…Moreover, the influences of rock blocks and safety requirements on the optimal designs are discussed. Our results show that the angle of repose of the rock blocks and the volumetric block proportion determine whether the mechanical parameters of the soil matrix can be used to effectively design the stabilizing pile. …”
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A Satisfaction Study of Waterfront Public Spaces in Winter Cities from a Demand Perspective: A KANO-IPA Model Analysis Based on Northeastern China by Ping Yu, Yu Zhang

“…There is an urgent need to optimize design to bridge the gap between supply and demand. …”
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Applying BIM and pedestrian simulation for architectural flow line optimization in subway stations: an empirical analysis at Chongqing Ranjiaba Station by Xian Li, Ziyi Zhao, Xudong Zeng

“…The analysis, within the context of smart city development and transit-oriented design, identifies issues in station layout and pedestrian flow, proposing and validating optimized design schemes. The study introduces a BIM-based framework for optimizing subway station flow lines, demonstrating improvements in pedestrian safety, operational efficiency, and user experience, offering practical solutions.…”
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Multiphysics Modeling of Gas Turbine Based on CADSS Technology by Tian Wang, Ping Xi, Bifu Hu

“…Moreover, the blade multiphysics simulation model is validated by the optimization design of the film hole. The results show that the high-fidelity multiphysics simulation model generated through CADSS can be adapted to subsequent simulations.…”
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Optimizing the Location of Virtual Stations in Free-Floating Bike-Sharing Systems with the User Demand during Morning and Evening Rush Hours by Zhuo Sun, Yiming Li, Yi Zuo

“…Our method not only provides a solution for maximizing the user demand but also gives an optimized design scheme of the FFBSSs that represents the characteristics of virtual stations.…”
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The Reduced-Order Model for Droplet Drift of Aerial Spraying under Random Lateral Wind by Wencheng Li, Wenyun Wang, Xiaomao Huang, Chenyang Li

“…However, the simulation via CFD technique is time-consuming, and it is not suitable for multidisciplinary work and optimization design. To address such issue, a filter white Gaussian noise signal is used to mimic the random lateral wind, and the droplet drift distance is obtained numerically. …”
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Multiobjective Optimization for Reconfigurable Implementation of Medical Image Registration by Omkar Dandekar, William Plishker, Shuvra S. Bhattacharyya, Raj Shekhar

“…We also compare search methods for finding Pareto-optimized design configurations and demonstrate the applicability of search based on evolutionary techniques for identifying superior multiobjective tradeoff curves. …”
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Performance optimization of Maisotsenko cycle heat exchangers: A three-dimensional parametric analysis by Seyed Esmail Razavi, Tohid Adibi, Mohanad Naji Halool Abohned, Shams Forruque Ahmed, Hammad Alotaibi

“…The efficiency of the heat exchanger ranged between 0.54 and 0.73, underscoring the importance of optimizing design parameters for different operating conditions. …”
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Structural Health Monitoring System for a Complicated Long-Span Continuous Girder Bridge: Implementation and Demonstration by Zhi-Wen Wang, Lie-Ping Xu, You-Liang Ding, Run-Zhou You, Jian-Bin Zhu, Sha Shan

“…The collected data provide scientific guidance for the performance evaluation of the Dongbao River Xin’an Bridge and the optimized design of similar bridges.…”
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Numerical study of the heat transfer characteristics of Helium-Air flow in PCHE with zigzag channel by Haidong Liu, Qiao Zeng, Deqi Chen, Yi Xiao, Yangyang Wang, Mingxia Liu, Xiaoli Qu

“…This study provides valuable theoretical insights for future experimental investigations and optimization designs of the flow and heat transfer characteristics of helium and air within the PCHE.…”
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The Design and Development of an Atraumatic Soft Robotic Surgical Retractor by Gavril Yong En Tan, Shaun Mahesh Buxani, Benjamin Wee Keong Ang, Chao Yu Chen, Raye Chen Hua Yeow, Hung Leng Kaan

“…The study proposes directions for enhancing retraction strength, optimizing design for improved force output, and conducting comprehensive testing to ensure clinical viability. …”
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Optimization of R245fa Flow Boiling Heat Transfer Prediction inside Horizontal Smooth Tubes Based on the GRNN Neural Network by Meiling Liang, Xiaohui Zhang, Rong Zhao, Xulin Wen, Shan Qing, Aimin Zhang

“…The simulation results reveal that the modeling method based on R245fa neural network is feasible to calculate the flow boiling heat transfer coefficient, and it may provide some guidelines for the optimization design of tube evaporators for R245fa.…”
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Hydrodynamic Characteristics Study of Bionic Dolphin Tail Fin Based on Bidirectional Fluid–Structure Interaction Simulation by Ning Wang, Yu Zhang, Linghui Peng, Wenchuan Zhao

“…The study results provide references for the optimized design and motion control of bionic tail fins.…”
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Control techniques of switched reluctance motors in electric vehicle applications: A review on torque ripple reduction strategies by Ameer L. Saleh, Fahad Al-Amyal, László Számel

“…It covered a detailed overview and categorized and compared many strategies, including two general categories of torque ripple mitigation encompassing optimization design topologies and control strategy developments. …”
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