Optimized dual NURBS curve interpolation for high-accuracy five-axis CNC path planning by Yi Xu, Mohd Hairi Mohd Zaman, Feng Zhou

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Comparative Study on Active Suspension Controllers with Parameter Adaptive and Static Output Feedback Control by Seongjin Yim

“…The second is SOF controllers, designed by simulation-based optimization (SBOM) for the quarter-car model with nonlinear spring and damper. …”
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Development of a Novel Digital Pressure Control Valve Applied to Emulsion Pump Station Control and Research on the Performance of Its Dynamic Characteristics by Peng Xu, Ziming Kou, Jun Zhang

“…The results demonstrate that the optimized digital pressure control valve achieved a stabilized inlet pressure within 44.8 ms, with a pressure overshoot of 4.1% and a response time of 20.1 ms, exhibiting excellent real-time dynamic pressure regulation capabilities. …”
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Implementation and evaluation of an optimized surgical clerkship teaching model utilizing ChatGPT by Yi Huang, Bei-bei Xu, Xiu-yan Wang, Yun-cheng Luo, Miao-miao Teng, Xuejian Weng

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Application of Machine Learning Models in Optimizing Wastewater Treatment Processes: A Review by Florin-Stefan Zamfir, Madalina Carbureanu, Sanda Florentina Mihalache

“…The treatment processes from a wastewater treatment plant (WWTP) are known for their complexity and highly nonlinear behavior, which makes them challenging to analyze, model, and especially, to control. This research studies how machine learning (ML) with a focus on deep learning (DL) techniques can be applied to optimize the treatment processes of WWTPs, highlighting those case studies that propose ML and DL methods that directly address this issue. …”
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Location Optimization Model of a Greenhouse Sensor Based on Multisource Data Fusion by DianJu Qiao, ZhenWei Zhang, FangHao Liu, Bo Sun

“…In the traditional case, the uncertainty of the ambient temperature measured by the experiential distributed sensor is considered. In this paper, a model based on the moving least square method in the fusion algorithm is proposed to study the optimal monitoring point of the sensor in the greenhouse and determine the most suitable installation position of the sensor in the greenhouse to improve the control effect of the temperature control device of the system. …”
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OPTIMIZATION OF HEMISPHERICAL RESONATOR GYROSCOPE STANDING WAVE PARAMETERS by O. S. Khalyutina

“…The reduction in the accuracy characteristics of HRG is caused by the presence of defects in the distribution of mass in the volume of its design. The synthesis of control system for optimal damping of the distortion parameters of the standing wave due to the influence of the mass defect resonator is adapted. …”
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USING REINFORCEMENT LEARNING ALGORITHMS FOR UAV FLIGHT OPTIMIZATION by O. Dutsiak, V. Yuzevych

“…The study of the results of the functionality of the proposed algorithm was carried out in the environment of three-dimensional modeling. The algorithm is used to determine the optimal policy by treating each raster as a state, the 26 possible directions as action sets, and the action value function as the objective function. …”
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Modeling and Optimization of Inventory-Distribution Routing Problem for Agriculture Products Supply Chain by Li Liao, Jianfeng Li, Yaohua Wu

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An Optimized Framework of the Integrated Renewable Energy and Power Quality Model for the Smart Grid by Naveen Kumar, Gopal Singh, Hailemichael Kebede

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A hybrid variable flux irrigation model for mitigating agroecological impacts of straw incorporation and furrow ridge system in rice-wheat rotations by Edwin O. Amisi, Yinian Li, Riyin He, Qishuo Ding, Gaoming Xu, Degaga Petros Areru

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Optimal Harvesting for an Age-Spatial-Structured Population Dynamic Model with External Mortality by Yong Han Kang, Mi Jin Lee, Il Hyo Jung

“…We prove the existence and uniqueness of solutions for the population dynamic model. We also derive a sufficient condition for optimal harvesting and some necessary conditions for optimality in an optimal control problem relating to the population dynamic model. …”
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Design Optimization of Parameters for Resolver Software Decoding Based on Surrogate Model Management by DENG Yu, LING Yuelun, WU Zuolai, PENG Zaiwu, WANG Jun

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Application of tactical optimization model and decision-making strategy in football teaching practice by Cheng Wenjie, Fangping Lou, Yuyang Wang

“…Abstract The primary objective of this scholarly article is to assess the effectiveness of implementing the tactical optimization model and decision-making strategy in the context of football coaching environments. …”
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Investigation of Multiple Hybrid Deep Learning Models for Accurate and Optimized Network Slicing by Ahmed Raoof Nasser, Omar Younis Alani

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Dual-Layer Dynamic Optimization Model for Carbon-Conscious Transport Mode Allocation by Jing Gan, Dongmei Yan, Linheng Li

“…To address this issue, this paper presents a dual-layer optimal allocation model for transport modes, which simultaneously addresses travel demand management and carbon emission control. …”
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Research on Optimization of Railway Obstacle Detection Model Based on Neural Architecture Search by YAO Weiwei, LYU Yu, ZHANG Huiyuan, XIONG Minjun, DONG Wenbo, LI Chen

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Optimization and Modeling of Radial Pitch Diameter Difference in Tapping of AISI H13 by Jie Ren, Tingting Li, Zhi Chen, Yu Meng, Rui Zhang, Xianguo Yan

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Multi-objective optimization models for power load balancing in distributed energy systems by Zhuo Wang, Yuchen Luo, Wei Wu, Lei Cao, Zhun Li

“…A benchmark model for energy management and control is used to verify the performance of the suggested model, which is a multi-objective deep reinforcement learning (DRL) method. …”
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A fast infrared image enhancement algorithm based on contrast optimization model by XIONG Zhandong, DAI Shengkui

“…Finally, the present optimization model is applied to globally constrain the three plateau values, and the optimal plateau values are obtained through traversal optimization. …”
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