Optimizing energy flow in advanced microgrids: a prediction-independent two-stage hybrid system approach by Mohamad Javad Mohamadi, Mohammad Tolou Askari, Mahmoud Samiei Moghaddam, Vahid Ghods

“…The online optimization stage further improved system responsiveness, minimizing reliance on backup generators and enhancing load reliability. This combined framework offers a comprehensive solution for optimizing microgrid performance, balancing predictive planning with real-time adaptability in complex, variable energy environments.…”
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Deciphering city-level residential AMI data: An unsupervised data mining framework and case study by Han Li, Miguel Heleno, Kaiyu Sun, Wanni Zhang, Luis Rodriguez Garcia, Tianzhen Hong

“…The framework employs a list of techniques including load-level detection, home vacancy detection, and weather-sensitivity analysis and statistical methods to provide detailed insights into building energy dynamics. …”
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Differential replication, pathology, and immune response of clade IIb mpox virus in C57BL/6 and BALB/c mice by Meimei Duan, Xiangmei Zhang, Xian Tang, Zhuohuan Li, Wenqi Huang, Qi Chen, Mingxia Zhang, Lin Cheng, Zheng Zhang

“…We have previously established a clade IIb mpox virus (MPXV) pathogenic BALB/c mouse model for developing mpox countermeasures. Here, we comprehensively investigated the susceptibility of BALB/c and C57BL/6 mice to MPXV and found that Clade IIb MPXV was capable of rapid replication in the lungs of both mouse strains, thus triggering similar dynamic pathological changes and antibody responses. …”
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Novel Hybrid Deep Learning Model for Forecasting FOWT Power Output by Mohammad Barooni, Deniz Velioglu Sogut, Parviz Sedigh, Masoumeh Bahrami

“…Its ability to capture a comprehensive range of load case scenarios—from mild to severe—through the integration of multiple relevant features significantly enhances the model’s robustness and applicability in realistic offshore environments. …”
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Detection and Localization of Rotor Winding Inter-Turn Short Circuit Fault in DFIG Using Zero-Sequence Current Component Under Variable Operating Conditions by Muhammad Shahzad Aziz, Jianzhong Zhang, Sarvarbek Ruzimov, Xu Huang

“…This paper presents a comprehensive methodology for online ITSC fault diagnosis in DFIG rotor windings based on zero-sequence current (ZSC) component analysis under variable operating conditions. …”
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Traffic congestion forecasting using machine learning methods by Ramil R. Zagidullin, Almaz N. Khaybullin

“…This study develops a comprehensive approach to traffic congestion forecasting using synthetic data that simulates the dynamics of urban traffic. …”
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Comparative analysis of PCM configurations for energy-efficient air conditioning systems: A case study in Riyadh, Saudi Arabia by Abdulaziz Alasiri, Mohamed Nasser

“…The study employed comprehensive thermodynamic analysis and computational fluid dynamics to evaluate system performance across different summer months conditions. …”
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Machine learning-based approach for reduction of energy consumption in hybrid energy storage electric vehicle by T. Paulraj, Yeddula Pedda Obulesu

“…This enables adaptive SC current prediction to dynamically offload high transient loads from the battery. …”
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The Temporal Order of Mixed Viral Infections Matters: Common Events That Are Neglected in Plant Viral Diseases by Celia de Moya-Ruiz, Inmaculada Ferriol, Pedro Gómez

“…This underscores the need for a more comprehensive understanding of how the order of virus arrival to the host can impact plant disease dynamics. …”
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ENERGY MANAGEMENT IN HYBRID PV-WIND-BATTERY STORAGE-BASED MICROGRID USING DROOP CONTROL TECHNIQUE by Bibhu Prasad Ganthia, Praveen B. M., Subash Ranjan Kabat, Bijaya Kumar Mohapatra, Rabinarayan Sethi, Abdulrajak Buradi

“…The primary objective of the energy management system is to maintain power balance within the microgrid, even in the face of fluctuations in renewable energy generation and load demand. This involves dynamically adjusting the operation of the renewable energy sources and battery storage system to match the instantaneous power requirements of the microgrid. …”
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Design of a Nonlinear Integral Terminal Sliding Mode Controller for a PEM Fuel Cell Based on a DC-DC Boost Converter by Farzana Akter, Tushar Kanti Roy, Md. Shofiqul Islam, Abdulhameed Fouad Alkhateeb, Md. Aslam Mollah

“…An adapted integral sliding surface is used to capture the dynamics caused by variations in the input voltage and loads. …”
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Next-Generation Oral Delivery Systems: Phytosomal Hinokitiol Tablets via REGEMAT 3D Bioprinter-Based 3D Printing for Enhanced Bioavailability by Turky Omar Asar, Ghada A. Milibary, Alshaimaa M. Almehmady, Waleed Y. Rizg, Raed I. Felimban, Fuad H. Alnadwi, Abdelsattar M. Omar, Khalid M. El-Say, Tarek A. Ahmed

“…The present study aimed to advance a previously developed liquid hinokitiol-loaded phytosomal formulation by incorporating it into 3D-printed oral tablets using a REGEMAT 3D Bioprinter, containing either pure drug or drug-loaded phytosomes to enhance the pharmacokinetic performance and therapeutic efficacy of this compound. …”
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Calculation of Time-Varying Mesh Stiffness of Internal Mesh Transmission and Analysis of Influencing Factors by Jubo Li, Hengbo Zhao, Yanbo Ren, Jianjun Yang

“…Finally, using a group of internal helical gear pairs as an example, the validity of the proposed method was verified through finite element simulation. The effects of load, modification amount, and face width on the TVMS and load transmission error (LTE) of an internal helical gear pair were investigated by the analytical model. …”
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Multi objective moth swarm algorithm for optimizing electric vehicle integration in distribution grids by Masoumeh Azadikhouy

“…The model integrates EV charging/discharging dynamics, renewable energy management, demand-side flexibility, and coordinated control of grid devices such as On-Load Tap Changers (OLTC) and Static Voltage Regulators (SVR). …”
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Structural Strength Analysis of Bogie for Suspended PRT Vehicles by DU Zixue, WU Chensi, WEN Xiaoxia

“…Considering the specific operational scenarios and running mechanisms of suspended PRT, seven operating conditions are analyzed in detail: entering a curve, braking while entering a curve, turning, climbing (with a gradient of 26%), vehicle front-axis right-front tire failure, vehicle back-axis left-rear tire failure, and full-load stationary condition. A dynamics model is developed to analyze the force transmission path, thereby determining the load magnitude for each working condition. …”
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Design and Fabrication of Micro-Electromechanical System (MEMS)-Based μ-DMFC (Direct Methanol Fuel Cells) for Portable Applications: An Outlook by Divya Catherin Sesu, Ganesan Narendran, Saraswathi Ramakrishnan, Kumaran Vediappan, Sankaran Esakki Muthu, Sengottaiyan Shanmugan, Karthik Kannan

“…The challenges in the development of micro-DMFC applications are also presented, including the need for a better understanding of the anode and cathode catalyst structure and for high catalyst loadings in oxidation-and-reduction reactions. Also, a comprehensive and highly valuable database for advancing innovations and enhancing the understanding of micro-DMFCs for potential applications is provided.…”
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Efficient Real-Time Cost Management in Renewable Energy-Powered Microgrid with Integrated Electric Vehicle Charging/Discharging Control by Swati Sharma, Ikbal Ali

“…Leveraging a unique hybridization of particle-swarm optimization (PSO) and grey wolf optimization (GWO), our approach dynamically orchestrates energy flow and EV charging schedules. …”
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Selecting a Suitable Flat in a High-Rise Apartment by Evaluation of Heat, Light, and Ventilation by Aniket Bansal, Rohan Dinesh Horabyle, B. R. K. Holla, Arya Rajiv Lotliker

“…This is because these factors have complex and dynamic interactions with each other, making it challenging to study them comprehensively. …”
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ENERGY MANAGEMENT IN HYBRID PV-WIND-BATTERY STORAGE-BASED MICROGRID USING MONTE CARLO OPTIMIZATION TECHNIQUE by Bibhu Prasad Ganthia, Praveen B. M., S. R. Barkunan, A. V. G. A. Marthanda, N. M. G. Kumar, S. Kaliappan

“…The primary objective of the energy management system is to maintain power balance within the microgrid, even in the face of fluctuations in renewable energy generation and load demand. This involves dynamically adjusting the operation of the renewable energy sources and battery storage system to match the instantaneous power requirements of the microgrid. …”
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A Strategy for Neutral Voltage Modulation Ensuring Fault Tolerance in CHB Multilevel Inverters With Reduced CMV and Unbalanced DC Sources by Thawat Sornsadaeng, Peerapon Chanhom, Damrong Amorndechaphon, Siriroj Sirisukprasert

“…Moreover, the method adapts to unbalanced DC source conditions by dynamically adjusting the inverter’s modulating signals in response to voltage changes, offering a more comprehensive solution compared to traditional NVM techniques. …”
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