Physics-Informed Neural Networks for Heat Pump Load Prediction by Viorica Rozina Chifu, Tudor Cioara, Cristina Bianca Pop, Ionut Anghel, Andrei Pelle

“…However, they require detailed knowledge of the system topology and refrigerant parameters, which increases the model complexity. …”
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Hydrothermal performance of microchannel heat sink integrating pin fins based on triply periodic minimal surfaces by Ahmed Raafat, Moza Alteneiji, Mohamed Kamra, Saeed Al Nuaimi

“…These structures offer a high surface area-to-volume ratio, targeting high Nusselt numbers, while their porous-like topology reduces channel blockage, achieving balanced hydrothermal performance. …”
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Research on battery balancing based on fuzzy model predictive control by Guangjun LIU, Yutao WANG, Liyang MA, Tiezhou WU, Aina TIAN

“…Firstly, a dual-layer balancing topology structure was composed of an improved buck-boost circuit and a flyback transformer. …”
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Two-layer optimization model of distribution network line loss considering the uncertainty of new energy access by Xiping Ma, Xiping Ma, Xiaoyang Dong, Haitao Xiao, Yaxin Li, Rui Xu, Kai Wei, Juanjuan Cai, Juan Wei

“…The integration of a distributed generator (DG) into the distribution network alters the topology structure and power flow distribution, subsequently causing changes in network loss. …”
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Design and Implementation of a GaN-Based Composite Hybrid Switched-Capacitor DC-DC Converter for Space Applications by Samantha Coday, Elisa Krause, Margaret E. Blackwell, Rahul K. Iyer, Nathan M. Ellis, Ansel Barchowsky, Robert C.N. Pilawa-Podgurski

“…A composite converter topology is presented which utilizes two different hybrid switched-capacitor converters in a partial power processing system. …”
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Design, analysis, and model fabrication of an industrial manipulator for quality control purposes using computer vision as a sorting mechanism by Muthair Saeed, Haris Imran, Liaquat Ali Khan, Kamran Nazir

“…The manipulator design in this project is fully modular, easier to automate, and inexpensive, which is designed to enable industrial automation in developing countries. Using Topology in conjunction with Fusion 360 and ANSYS material consumption is reduced by up to 30% while keeping the material strength and stress constant. 3D printing parts help in reducing manufacturing complexity, time, and material consumption by reducing the overall manufacturing cost. …”
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Independent energy storage planning model considering comprehensive benefits enhancement by Wenzhang Guo, Yuanke Zhou, Rui Zhang, Han Su, Jia Tian, Xudong Hu, Yuming Shen, Jiayin Xu, Feiao Zhao, Yinghao Ma

“…First, the key transmission sections identification index is proposed by comprehensively considering the characteristics of the key transmission sections, the grid topology, the reliability, and the criticality of the line. …”
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A Millimeter-Wave Single-Bit Reconfigurable Intelligent Surface With High-Resolution Beam-Steering and Suppressed Quantization Lobe by Aditya S. Shekhawat, Bharath G. Kashyap, Russell W. Raldiris Torres, Feiyu Shan, Georgios C. Trichopoulos

“…Additionally, the random phase delays reduce the beam pointing error – a limitation of binary RISs - which can be beneficial in applications that require high resolution beam steering. The proposed topology allows for scalable RIS apertures that are compatible with printed circuit board (PCB) fabrication technology. …”
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Intelligent information systems for power grid fault analysis by computer communication technology by Ronglong Xu, Jing Zhang

“…GNNs capture the complex relationships between different nodes within the grid topology, effectively identifying power transmission characteristics and fault propagation paths across grid nodes. …”
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Nanoconfined Water in Shales and Its Impact on Real Gas Flow by Yudan Li, Shaohua Gu, Cheng Dai

“…The real gas flow is dominated by the gas slippage and water film mobility which are dependent upon pore-scale parameters such as pore sizes, topology, pressure, and surface wettability. Compared with inorganic pores, gas transport in organic pores is greatly enhanced by the water film flow due to the strong water slip. …”
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A Modular and Scalable Approach to Hybrid Battery and Converter Integration for Full-Electric Waterborne Transport by Ramon Lopez-Erauskin, Argiñe Alacano, Aitor Lizeaga, Giuseppe Guidi, Olve Mo, Amaia Lopez-de-Heredia, Mikel Alzuri

“…In particular, the system topology, control mechanisms, and communication protocols are explained in this paper. …”
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Global stellarator coil optimization with quadratic constraints and objectives by Lanke Fu, Elizabeth J. Paul, Alan A. Kaptanoglu, Amitava Bhattacharjee

“…We demonstrate QUADCOIL’s effectiveness in coil topology control, minimizing non-convex penalties, and predicting filament coil complexity with three numerical examples.…”
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Design and Optimization of Friction Winch for 25 MW Airborne Wind Energy Systems by Lizhao NIU, Kuo YIN, Chonghui LEI

“…The variable density method was used to optimize the topology of the internal support structure of the pressure bearing wheel. …”
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Design and Optimization of a Coherent Beamforming Network for an Aperiodic Concentric Ring Array by Armando Arce, Enrique Stevens-Navarro, Marco Cardenas-Juarez, Ulises Pineda-Rico, Jorge Simon, Marco A. Panduro

“…The network subsystem delivers coherent in-phase outputs with a Gaussian-like amplitude distribution, in a modular and basic topology based on sets of alternated power combiners and dividers. …”
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Secondary nucleation guided noncovalent synthesis of dendritic homochiral superstructures via growth on and from surface by Sai Rachana Pramatha, Dasari Srideep, Udaijit Pattnaik, Rahul Sahu, Devamrutha Ilayidathu Suresh, Aditya Chandrakant Yadav, Chinmayee Muduli, Sandeep K. Reddy, Satyaprasad P. Senanayak, Kotagiri Venkata Rao

“…Abstract Secondary nucleation is an emerging approach for synthesizing higher-order supramolecular polymers with exciting topologies. However, a detailed understanding of growth processes and the synthesis of homochiral superstructures is yet to be demonstrated. …”
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FDG-PET-based brain network analysis: a brief review of metabolic connectivity by Pham Minh Tuan, Mouloud Adel, Nguyen Linh Trung, Tatiana Horowitz, Ismail Burak Parlak, Eric Guedj

“…Most of the findings focus on changes in brain network topology, including brain segregation and integration. …”
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P2P and MPEG FGS Encoding: A Good Recipe for Multipoint Video Transmission on the Internet by Alfio Lombardo, Diego Reforgiato, Giovanni Schembra

“…The most of existent protocols for video communications over P2P mainly focus on tree topology maintenance, without paying any attention to the encoding problem. …”
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Model Predictive Current Control with Asymmetric Stacked Multilevel Inverter and LCL-Filter Based STATCOM by Mostafa Q. Kasim, Raaed Faleh Hassan

“… The work presented in this paper deals with a proposal of a new topology of a multilevel inverter to act as a Static synchronous Compensator (STATCOM). …”
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IMPULSE CONTROL HYBRID ELECTRICAL SYSTEM by A. A. Lobaty, Yu. N. Petrenko, A. S. Abufanas, I. Elzein

“…The main problem in controlling this type converters is in their hybrid nature as the switched circuit topology entails different modes of operation, each of it with its own associated linear continuous-time dynamics.This paper analyses the modeling and controller synthesis of the fixed-frequency buck DC-DC converter, in which the transistor switch is operated by a pulse sequence with constant frequency. …”
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Synthesis and Study of Chemical, Thermal, Mesomorphic, and Optical Properties of Terphenyls Modified with Nitrile Groups by M. L. Mota González, A. Carrillo Castillo, R. C. Ambrosio Lázaro, J. Flores Méndez, Mario Moreno, Priscy A. Luque, Dámaso Navarro

“…T12 developed various mesophases, whereas T12-CN and T12-2CN displayed one single mesophase of low order over a wide temperature range. The films topology was studied by AFM and the optical properties were determined by ultraviolet-visible (UV-Vis) spectroscopy and spectrofluorometry. …”
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