Automatic Offline Formulation of Robust Model Predictive Control Based on Linear Matrix Inequalities Method by Longge Zhang

“…Two automatic robust model predictive control strategies are presented for uncertain polytopic linear plants with input and output constraints. …”
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A multi-gene predictive model for the radiation sensitivity of nasopharyngeal carcinoma based on machine learning by Kailai Li, Junyi Liang, Nan Li, Jianbo Fang, Xinyi Zhou, Jian Zhang, Anqi Lin, Peng Luo, Hui Meng

“…This study developed the nasopharyngeal carcinoma radiotherapy sensitivity score (NPC-RSS) to predict radiotherapy response. By evaluating 113 machine learning algorithm combinations, the glmBoost+NaiveBayes model was selected to construct the NPC-RSS based on 18 key genes, which demonstrated good predictive performance in both public and in-house datasets. …”
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A Muscle-Driven Spine Model for Predictive Simulations in the Design of Spinal Implants and Lumbar Orthoses by Robin Remus, Andreas Lipphaus, Marisa Ritter, Marc Neumann, Beate Bender

“…The muscle forces contributing to spinal movement and stabilization were also reliably predicted. This new type of modeling enables the biomechanical study of the interactions between active and passive spinal structures and technical systems. …”
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Dual Quaternion Based Close Proximity Operation for In-Orbit Assembly via Model Predictive Control by Chuqi Sun, Yan Xiao, Zhaowei Sun, Dong Ye

“…With the consideration of economical principle for fuel consume, a generic control system based on model predictive control (MPC) is then designed to generate a suboptimal control sequence for rendezvous trajectory considering actuator output saturation. …”
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Speed Control of PMSM drive using Model Predictive Control Based Field Oriented Control by Sri Charan Vanamala, Kiran Kumar Danduprolu

“… This paper examines the enhancement of Permanent Magnet Synchronous Motor (PMSM) drives through the integration of Field-Oriented Control (FOC) with Model Predictive Control (MPC). The study aims to achieve high precision and dynamic response for PMSM drives under diverse operating conditions. …”
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Torque ripple reduction using adaptive gain model predictive control for induction motor drives by Seyed Morteza Banihashemy, Yousef Alinejad Bromi

Subjects: “…model predictive control (MPC)…”
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Predictive modeling of soil profiles for precision agriculture: a case study in safflower cultivation environments by Megha Sharma, Shailendra Goel, Ani A. Elias

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Recurrent Neural Network-Based Model Predictive Control for Multiple Unmanned Quadrotor Formation Flight by Boyang Zhang, Xiuxia Sun, Shuguang Liu, Xiongfeng Deng

“…This paper presents a dynamical recurrent neural network- (RNN-) based model predictive control (MPC) structure for the formation flight of multiple unmanned quadrotors. …”
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Actual and Predictive Transport Modeling of Fluoride Contamination of the Sfax-Agareb Coastal Aquifer in the Mediterranean Basin by Samira Melki, Amina Mabrouk El Asmi, Mohamadou Ould Baba Sy, Moncef Gueddari

“…This study, using numerical modeling, gives new insights for short- and medium-term prediction of eventual fluoride concentrations in the saturated zone of the Sfax-Agareb aquifer.…”
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Robust Model Predictive Control of Networked Control Systems under Input Constraints and Packet Dropouts by Deyin Yao, Hamid Reza Karimi, Yiyong Sun, Qing Lu

“…This paper deals with the problem of robust model predictive control (RMPC) for a class of linear time-varying systems with constraints and data losses. …”
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Examining the Impact of Self-concept on Adolescents’ Self-regulated Learning: A Predictive Modeling Approach by Patricia Ayllón-Salas, José L. Arco-Tirado, Francisco D. Fernández-Martín

“…Therefore, the constructed models explained 15% and 18% of the variance in affective motivation and value motivation, respectively. …”
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Development and validation of a predictive model for frailty risk in older adults with cardiovascular-metabolic comorbidities by Lulu Yan, Lulu Yan, Entong Ren, Chenjiao Guo, Yuanyuan Peng, Hao Chen, Weihua Li

Subjects: “…predictive model…”
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Grid-Forming Buck-Type Current-Source Inverter Using Hybrid Model-Predictive Control by Gianni Avilan-Losee, Hang Gao

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Optimizing electric bus performance via predictive maintenance: a combined experimental and modeling approach by Hisham Ibrahim, Ahmed M. Ali, Tamer Attia

“…IntroductionThis study explores the optimization of Electric Bus (EB) performance by integrating predictive maintenance strategies, utilizing real-time data and advanced modeling techniques.MethodsThe study involves installing measurement sensors to capture dynamic behavior and energy consumption during actual road trips, analyzing the collected data to refine vehicle dynamics models and assess battery degradation under various operational conditions, and employing a multi-objective optimization framework to minimize battery degradation while ensuring efficient energy use and maintaining operational requirements.Results and DiscussionThe study offers valuable insights into battery management strategies, revealing that battery degradation can be reduced by 25% through optimum driving behavior, which can be achieved in real driving conditions by avoiding aggressive driving. …”
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Predictive Modeling of Climate-Driven Crop Yield Variability Using DSSAT Towards Sustainable Agriculture by Safa E. El-Mahroug, Ayman A. Suleiman, Mutaz M. Zoubi, Saif Al-Omari, Qusay Y. Abu-Afifeh, Heba F. Al-Jawaldeh, Yazan A. Alta’any, Tariq M. F. Al-Nawaiseh, Nisreen Obeidat, Shahed H. Alsoud, Areen M. Alshoshan, Fayha M. Al-Shibli, Rakad Ta’any

“…These findings emphasize the value of integrating well-calibrated crop models with climate projections and machine learning tools to support climate-resilient agricultural planning. …”
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Information-Driven Model Predictive Control With Adaptive Partitioning for Energy Optimization in Automated Electric Vehicles by Shahriar Shahram, Yaser P. Fallah

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Predictive Model of the Effects of Skin Phototype and Body Mass Index on Photobiomodulation Therapy for Orofacial Disorders by Alice Cassemiro, Lara Jansiski Motta, Paulo Fiadeiro, Elsa Fonseca

“…The simulations were used to train a machine learning predictive model aimed at accelerating the treatment planning stage and assessing the importance of patient-specific parameters. …”
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Robust Model Predictive Control-Based Recurrent Neural Networks for Autonomous Vehicles in Avoidance Collisions by Hung Duy Nguyen, Duc Thinh Le, Tung Lam Nguyen, Minh Nhat Vu

Subjects: “…Robust model predictive control…”
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A predictive in vitro model of the impact of drugs with anticholinergic properties on human neuronal and astrocytic systems. by Elizabeth K Woehrling, H Rheinallt Parri, Erin H Y Tse, Eric J Hill, Ian D Maidment, G Christopher Fox, Michael D Coleman

“…We aimed to determine whether a relevant in vitro model may aid the identification of anticholinergic responses to drugs and the prediction of anticholinergic risk during polypharmacy. …”
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Risk Factors and Predictive Model for Stress Hyperglycemia After Cardiac Surgery in Non-Diabetic Patients by Zhang M, Wu J, Wang L, Huang H, Duan H, Xue F

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