Optimal dispatch of industrial loads considering process constraints for renewable energy consumption by Zijie Ren, Bowen Zhou, Liaoyi Ning, Wei Zheng, Hengyu Liu, Dawei Hu, Jiazheng Sun

“…The results show that the methodology proposed in this paper effectively improves general consumption without additional investment, and affords better engineering value in the actual project.…”
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Adopting AI in education: optimizing human resource management considering teacher perceptions by Iuliana Petronela Gârdan, Magdalena Beatrice Manu, Daniel Adrian Gârdan, Lucian Dragoș Leonard Negoiță, Carmen Adina Paștiu, Ecaterina Ghiță, Alina Zaharia

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Multi-agent Coordination and Optimal Dispatch of Microgrid with CES Based on Ecological Game by Xianshan LI, Aobo CHEN, Shan CHENG, Minrui CHEN

“…According to interest appealing relationship, the multi-agent structure of the microgrid system is constructed with four intelligent agents, including micro-grid operator, general load aggregators, cloud energy storage and cloud storage users, and their optimization models were developed respectively. …”
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An Arterial Signal Coordination Optimization Model for Trams Based on Modified AM-BAND by Yangfan Zhou, Shunping Jia, Baohua Mao, Tin Kin Ho, Wei Wei

“…Therefore, signal optimization has great effects on operational efficiency of trams system. …”
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Coordinated Optimization Operation Strategy for Multi-Energy Center with Power-to-Gas Devices by Lei ZHANG, Guangyu QIN, Yaling LIU

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Optimizing public health management with predictive analytics: leveraging the power of random forest by Hongman Wang, Yifan Song, Yifan Song, Hua Bi

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NSGA-II-TLBO algorithm for optimizing campus environment art design scheme by Huicong Wang, Meng Zhang, Hongwei Yang

“…In practical applications, taking a school in Guangdong Province as an example, the improved algorithm achieves significant results in optimizing campus environment design. In the optimized plan, the annual average thermal radiation optimization of Plan 3 reaches 60.4 Kw h/m2, the optimization range of the hottest week average general thermal climate index is 0.4 ℃, and the optimization range of sky opening width is 1.8%. …”
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Proposing Optimized Random Forest Models for Predicting Compressive Strength of Geopolymer Composites by Feng Bin, Shahab Hosseini, Jie Chen, Pijush Samui, Hadi Fattahi, Danial Jahed Armaghani

“…We present a comparative analysis of two hybrid models, Harris Hawks Optimization with Random Forest (HHO-RF) and Sine Cosine Algorithm with Random Forest (SCA-RF), against traditional regression methods and classical models like the Extreme Learning Machine (ELM), General Regression Neural Network (GRNN), and Radial Basis Function (RBF). …”
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Screening and identification and fermentation conditions optimization of high yield ethyl acetate yeast by LI Qiuxiao, PANG Zemin, ZHANG Ru, CHEN Xi, ZHAO He, DU Binghao, ZHU Lining, MA Huifeng, LI Xiuting, HAO Jianxiong

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Method for designing specialized computing systems based on hardware and software co-optimization by I. Е. Tarasov, P. N. Sovietov, D. V. Lulyava, D. I. Mirzoyan

“…Following the completion of development stages due to transistor scaling (Dennard’s law) and an increased number of general-purpose processor cores (limited by Amdahl’s law), further improvements in the performance of computing systems naturally proceeds to the stage of developing specialized computing subsystems for performing specific tasks within a limited computational subclass. …”
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Biomechanical Analysis of <i>Camellia oleifera</i> Branches for Optimized Vibratory Harvesting by Rui Pan, Ziping Wan, Mingliang Wu, Shikui Lu, Lewei Tang

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Assessment and Optimization of Hydrological Connectivity for Effective Management of Water Resources in the Samian Watershed by Zeinab Hazbavi, Nazila Alaei

“…Increasing the optimization level up to Level 4 resulted in an improvement in the hydrological connectivity indices within the Samian Watershed. …”
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DENTAL IMPLANTATION AS A METHOD OF OPTIMIZING TREATMENT OF PATIENTS WITH COMPLETE DENTAL TEETH by O.V. Dobrovolskaya

“…The most important stage ensures the further success of the proposed comprehensive treatment of patients, a thorough examination, diagnosis, determination and compliance with indications and contraindications for dental implantation in conditions that are far from optimal. Inadequate consideration of the characteristics of the somatic and dental anamnesis, complaints, motivation and expectations of the patient from the upcoming treatment, examination data, clinical examination, assessment of the functional state of the patient’s dentofacial system, level of oral hygiene, can lead to unjustified expectations of the patient, local and general complications. …”
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Entropy-Based Optimization of 3D-Printed Microchannels for Efficient Heat Dissipation by Felipe Lozano-Steinmetz, Victor A. Martínez, Carlos A. Zambra, Diego A. Vasco

“…These computational results enabled the fabrication of the optimal <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi mathvariant="sans-serif">μ</mi></semantics></math></inline-formula>C and mC, whose experimental implementation validated the computational findings. …”
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TREATMENT OF ADVANCED SYSTEMIC MASTOCYTOSIS WITH MIDOSTAURIN: PRACTICAL GUIDANCE FOR OPTIMAL THERAPY AND MANAGEMENT by Cristina Papayannidis, Vincenzo Federico, Luana Fianchi, Patrizia Pregno, Novella Pugliese, Alessandra Romano, Federica Irene Grifoni

“…Even if considered the standard of therapy, some open questions remain on how to optimize the management of midostaurin in daily practice. …”
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EFFICIENCY OF TRANSPULMONARY THERMODILUTION IN THE OPTIMIZATION OF INTENSIVE TREATMENT IN PATIENTS WITH SEVERE NOSOCOMIAL PNEUMONIA by S. N. Avdeykin, I. N. Tyurin, N. A. Karpun

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Investigation of the Optimal Vacuum Depth Created by an Ejector Depending on the Value of the Supply Pressure by S. I. Savchuk, E. D. Umerov, A. U. Abdulgazis

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Comparison of Energy Consumption Optimization in Sugar Factory Using Meta-Heuristic Algorithms by M. Boroun, M. Ghahderijani, A. A. Naseri, B. Beheshti

“…Energy flow were analyzed using MATLAB statistical software and the Equinonet database, with comparative optimization through genetic algorithms and imperialist competitive algorithms to identify efficiency improvements.Results and DiscussionThe results showed that, for the majority of indicators evaluated, the imperialist competitive algorithm outperformed the genetic algorithm in optimizing energy consumption. …”
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Optimization of Thermal Insulation Parameters for Vertical Perimeters in Buildings with Single-Layer Walls by Walery Jezierski, Paula Szczepaniak, Cezary Leszczyński

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Federated and ensemble learning framework with optimized feature selection for heart disease detection by Olfa Hrizi, Karim Gasmi, Abdulrahman Alyami, Adel Alkhalil, Ibrahim Alrashdi, Ali Alqazzaz, Lassaad Ben Ammar, Manel Mrabet, Alameen E.M. Abdalrahman, Samia Yahyaoui

“…With up to 95% precision, our method shows a notable increase in prediction accuracy according to the testing results. This work offers a strong, scalable, and safe solution for the early identification of cardiovascular diseases by combining ensemble learning, feature selection, and federated learning, opening the way for more general uses in medical diagnostics.…”
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