The potential of combined robust model predictive control and deep learning in enhancing control performance and adaptability in energy systems by Xiaowen Lv, Ali Basem, Mohammadtaher Hasani, Ping Sun, Jingyu Zhang

“…Abstract This study investigates the integration of Robust Model Predictive Control (RMPC) and Deep Learning to enhance the performance and adaptability of energy systems, focusing on Combined Heat and Power (CHP), Power-to-Hydrogen, and Power-to-Gas Methane applications. …”
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Predictive Control for an Ankle Rehabilitation Robot Using Differential Evolution Optimization Algorithm-Based Fuzzy NARX Model by Shenglong Xie, Haiming Zhong, Yuntang Li, Su'an Xu, Wenyuan Liu, Shiyuan Bian, Shiwu Zhang

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Predictive Modeling of Software Team Performance based on Gender and Task Complexity using Logistic Regression and Decision Tree by Mazni Omar, Ruqaya Gilal, Mawarny Md Rejab, Abdul Rehman Gilal, Abdullah Almogahed, Nurhanifah Nurhanifah

“… This paper investigates the effect of gender and task complexity on software development performance, addressing a critical gap in empirical research and predictive modelling that warrants further investigation. …”
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Stock Data Analysis by Machine Learning Techniques to Improve Predictive Model-ing and Decision-Making in Financial Markets by Rasool F. Jader, Mudhafar Haji M. Abd

“…The predictive performance of each model is evaluated and compared. …”
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Model-Free Predictive Current Controller for Common Mode Voltage Stabilization by Finite odd Virtual Vector set by Majid Akbari, S. Alireza Davari, Reza Ghandehari, Freddy Flores-Bahamonde, Jose Rodriguez

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Predictive modeling and interpretative analysis of risks of instability in patients with Myasthenia Gravis requiring intensive care unit admission by Chao-Yang Kuo, Emily Chia-Yu Su, Hsu-Ling Yeh, Jiann-Horng Yeh, Hou-Chang Chiu, Chen-Chih Chung

“…This study aimed to develop and validate machine-learning models for predicting intensive care unit (ICU) admission risk among patients with MG-related disease instability. …”
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Robust Nonlinear Model Predictive Control for the Trajectory Tracking of Skid-Steer Mobile Manipulators with Wheel–Ground Interactions by Katherine Aro, Leonardo Guevara, Miguel Torres-Torriti, Felipe Torres, Alvaro Prado

Subjects: “…robust nonlinear model predictive control…”
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A predictive model of non-suicidal self-injury - a study based on the construction and validation of a nomogram by YuJie Liu, YuJie Liu, TaiMin Wu, Shu Yan, Yang Zhou, Lianzhong Liu

“…Based on these predictors, a nomogram was constructed. The model’s accuracy was validated using AUC, calibration curves, and DCA, showing high accuracy.ConclusionA nomogram prediction tool for NSSI among vocational high school students was constructed, providing an accurate and quick method for predicting adolescent NSSI behavior.…”
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Risk Factors and a Predictive Model for the Co-Occurrence of Endometrial Polyps in Patients with Endometriosis: A Retrospective Study by Zhi-Min Song, Xiao-Jie Wan, Jian-Peng Chen, Tao Zhang, Jie Luo, Jian-Hong Zhou, Jing-Yi Li

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An Adaptive Model Predictive Control Based Control Strategy of BESS to Improve AGC Performance of Thermal Power Plant by Keman Lin, Tao Su, Feng Wu, Wenxin Xiang, Linjun Shi, Yang Li

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Enhanced Robust Control of Induction Motor Using Combined Optimal Model Predictive Control With Super-Twisting Algorithm by REZGUI, S.-E., NEMOUCHI, B.

“…This paper presents a novel strategy for induction motor control that combines Optimal Model Predictive Control (OMPC) with the Super-Twisting Algorithm (STA) to enhance the performance of field-oriented control (IFOC) strategy under disturbances and uncertainties. …”
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COVID-19 in Brazilian Pediatric Patients: A Retrospective Cross-Sectional Study with a Predictive Model for Hospitalization by Ana Paula Pacheco, Henrique Laureano, Laire Schidlowski, Natalia Ciorcero, Thalita Zanatto, Ariela Borgmann, Gabrielle Fragoso, Ana Luisa Giamberardino, Renata Dourado, Karine dos Anjos, Paulo João, Marina Assahide, Maria Cristina Silveira, Victor Costa-Junior, Heloisa Giamberardino, Carolina Prando

“…Clinical, demographic, laboratory, and disease spectrum data were analyzed via multivariate logistic regression modeling to develop a predictive model of factors linked to hospitalization. …”
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Evaluation of net-zero materials in mortar bricks with predictive modelling using random forest and gradient boosting techniques by Golla Uday kiran, Nakkeeran Ganesan, Dipankar Roy, Sumant Nivarutti Shinde, Mamillapalli Indumathi, George Uwadiegwu Alaneme, Val Hyginus Udoka Eze, Kuzmin Anton

“…Additionally, a significant reduction in water absorption was recorded. Machine learning models, including Random Forest and Gradient Boosting, were employed to predict mechanical behavior. …”
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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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Leveraging Random Forests explainability for predictive modeling of children's conduct problems: insights from individual and family factors by Estrella Romero, Jaime González-González, María Álvarez-Voces, Enrique Costa-Montenegro, Beatriz Díaz-Vázquez, Andrea Busto-Castiñeira, Paula Villar, Laura López-Romero

“…Due to their multifaceted nature, it is important to develop predictive models that capture the intricate interactions among contributing factors. …”
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HD-RMPC: A Hierarchical Distributed and Robust Model Predictive Control Framework for Urban Traffic Signal Timing by Yilong Ren, Han Jiang, Le Zhang, Runkun Liu, Haiyang Yu

“…At the fast-update layer, we adopt an improved prediction model by explicit modeling of the disturbance and reduce the prediction error. …”
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Breast cancer risk assessment based on a predictive model: evaluation of risk factors among Japanese women by Michiyo Yamada, Takashi Chishima, Takashi Ishikawa, Kazutaka Narui, Sadatoshi Sugae, Peter J. Tonellato, Itaru Endo

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Identifying key aspects to enhance predictive modeling for early identification of schistosomiasis hotspots to guide mass drug administration. by Yewen Chen, Fangzhi Luo, Leonardo Martinez, Susan Jiang, Ye Shen

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A Robust Control Method for the Trajectory Tracking of Hypersonic Unmanned Flight Vehicles Based on Model Predictive Control by Haixia Ding, Bowen Xu, Weiqi Yang, Yunfan Zhou, Xianyu Wu

Subjects: “…model predictive control…”
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Time-Optimal Model Predictive Control for Linear Time-Variant Systems Based on Configuration-Constrained Backward Reachability by Michael Fink, Annalena Daniels, Dirk Wollherr, Marion Leibold

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