Dynamic Modeling of Limit Order Book and Market Maker Strategy Optimization Based on Markov Queue Theory by Fei Xie, Yang Liu, Changlong Hu, Shenbao Liang

“…Then, the optimal control model is constructed and the reference strategy is derived using the Hamilton–Jacobi–Bellman (HJB) equation. …”
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Iterative segmentation and classification for enhanced crop disease diagnosis using optimized hybrid U-Nets model by Malathi Chilakalapudi, Sheela Jayachandran

“…Along with this is the use of a Fuzzy U-Net++ model for image segmentation, whereby fuzzy decisions in generously instill an increase in performance for image segmentation. …”
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Optimization of Traffic Congestion Management in Smart Cities under Bidirectional Long and Short-Term Memory Model by Yujia Zhai, Yan Wan, Xiaoxiao Wang

“…Firstly, a BiLSTM-based urban road short-term traffic state algorithm network is established based on the collected road traffic flow data, and then the internal memory unit structure of the network is optimized. After training and optimization, it becomes a high-quality prediction model. …”
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Improved Performance of RT-PPP During Communication Outages Based on Position Constraints and Stochastic Model Optimization by Xiaosong Liu, Lin Zhao, Fuxin Yang, Jie Zhang, Jinjian Shi, Chuanlei Zheng

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Comparison and Optimization of Generalized Stamping Machine Fault Diagnosis Models Using Various Transfer Learning Methodologies by Po-Wen Hwang, Yuan-Jen Chang, Hsieh-Chih Tsai, Yu-Ta Tu, Hung-Pin Yang

“…Consequently, real-time monitoring and prediction of total clearance are essential for effective process control and fault diagnosis. However, the heterogeneity of stamping machine designs necessitates the development of numerous machine-specific models, posing a significant challenge for practical implementation. …”
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From Concept to Market: Ensemble Predictive Model for Research Project Crowdfunding Readiness by Andreea Cristina Ionica, Stanislav Cseminschi, Monica Leba

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Dynamic Vaccine Allocation for Control of Human-Transmissible Disease by Mingdong Lyu, Chang Chang, Kuofu Liu, Randolph Hall

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Development of lesion and organ negative cast modelling technique for quality assurance and optimization of nuclear medicine images by Roberto Fedrigo, Robin J. N. Coope, Guillaume Chaussé, Ingrid Bloise, Claire Gowdy, François Bénard, Arman Rahmim, Carlos F. Uribe

“…We developed a negative cast modelling (NCM) technique which enables applications such as non-standard shape tumour phantoms, organ phantoms for radiation dosimetry, and quality control phantoms with small lesions. …”
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Derivation and application of analytical model for engineering optimization of drainage well hole in coal seam roof aquifer by Zhenfang ZHOU

“…The drainage section of the working face roof, the spacing between drainage drilling sites, and the construction parameters of drainage drilling holes are optimized and determined. The application results show that the quantity and timeliness of water discharge are optimized to a greater extent than the traditional pre-mining roof water discharge mode through the comprehensive effect test of water control in working face mining.…”
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A two-stage robust optimal scheduling model for microgrids accounting for the uncertainties in wind turbine output by YAO Junwei, HE Qi, ZHANG Yu, XIE Qiongyao, WANG Hailiang, DENG Ling, HU Changyu

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A CFD-informed barn-level swine disease dissemination model and its use for ventilation optimization by Maryam Safari, Christian Fleming, Jason A. Galvis, Aniruddha Deka, Felipe Sanchez, Gustavo Machado, Chi-An Yeh

“…In this study, we present a framework to study airborne disease dissemination within commercial swine barns and facilitate the strategic design of control actions, including optimization of ventilation and placement of sick animals (sick pen). …”
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Research on Operation Curve Planning Technology Adaptive to Undulating Tracks for Heavy-Haul Trains by JIANG Jie, ZHANG Zhengfang, LUO Yuan, ZHOU Huangbiao, XIONG Jiayuan

“…Finally, the ant colony algorithm was used to solve this model, resulting in the generation of the optimal control curve for heavy-haul trains running on undulating track sections. …”
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AI-Driven Signal Processing for SF6 Circuit Breaker Performance Optimization by Philippe A. V. D. Liz, Giovani B. Vitor, Ricardo T. Lima, Aurélio L. M. Coelho, Eben P. Silveira

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Long Prediction Horizon FCS-MPC for Power Converters and Drives by Eduardo Zafra, Sergio Vazquez, Tobias Geyer, Ricardo P. Aguilera, Leopoldo G. Franquelo

“…Finite control set model predictive control (FCS-MPC) is a salient control method for power conversion systems that has recently enjoyed remarkable popularity. …”
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AUTOMATION OF OPTIMAL IDENTIFICATION OF DYNAMIC ELEMENT TRANSFER FUNCTIONS IN COMPLEX TECHNICAL OBJECTS BASED ON ACCELERATION CURVES by A. Yu. Alikov, M. A. Kovaleva, A. L. Rutkovskiy, N. V. Tedeeva

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A concept for H2-Diesel engines: CFD-driven dual spray optimization with energy/exergy analysis for enhanced performance and sustainable combustion by Kourosh Ghadamkheir, Mohammad Moghiman, Mohammad Hatami

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LADRC-MPC strategy for three-level UPQC by CAI Xiuwen, ZHAO Tao, ZHANG Mingzhou, TAO Yibin, LI Guipu

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Bayesian Optimized of CNN-M-LSTM for Thermal Comfort Prediction and Load Forecasting in Commercial Buildings by Chi Nghiep Le, Stefan Stojcevski, Tan Ngoc Dinh, Arangarajan Vinayagam, Alex Stojcevski, Jaideep Chandran

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Pigeon-Inspired UAV Swarm Control and Planning Within a Virtual Tube by Yangqi Lei, Zhikun She, Quan Quan

“…Then, a distributed swarm controller based on a pigeon flocking hierarchical model is proposed, enabling all UAVs to pass through a virtual tube, guaranteeing safety between UAVs and keeping within the virtual tube. …”
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Closed‐Loop Model‐Predictive Wind Farm Flow Control Under Time‐Varying Inflow Using FLORIDyn by Marcus Becker, Maarten J. van denBroek, Dries Allaerts, Jan‐Willem vanWingerden

“…This paper introduces a closed‐loop model‐predictive wind farm controller using the dynamic engineering model FLORIDyn to maximize the energy generated by a ten‐turbine wind farm. …”
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