Electrical Engineering, Journal Year: 2024, Volume and Issue: 106(5), P. 5869 - 5884
Published: March 22, 2024
Language: Английский
Archives of Computational Methods in Engineering, Journal Year: 2025, Volume and Issue: unknown
Published: Jan. 6, 2025
Language: Английский
Citations
2
Applied Mathematical Modelling, Journal Year: 2025, Volume and Issue: unknown, P. 115956 - 115956
Published: Jan. 1, 2025
Language: Английский
Citations
2
IEEE Access, Journal Year: 2022, Volume and Issue: 10, P. 98593 - 98611
Published: Jan. 1, 2022
The development of technologies for the additive manufacturing, in particular metallic materials, is offering possibility producing parts with complex geometries. This opens up to using topological optimization methods design electromagnetic devices. Hence, a wide variety approaches, originally developed solid mechanics, have recently become attractive also field electromagnetics. general distinction between gradient-based and gradient-free drives structure paper, latter becoming particularly last years due concepts artificial neural networks. aim this paper twofold. On one hand, aims at summarizing describing state-of-art on topology techniques while other it showing how methodologies non-electromagnetic framework (e.g., mechanics field) can be applied Discussions comparisons are both supported by theoretical aspects numerical results.
Language: Английский
Citations
41
IEEE Open Journal of Industry Applications, Journal Year: 2023, Volume and Issue: 4, P. 188 - 214
Published: Jan. 1, 2023
This review article systematically summarizes the existing literature on utilizing machine learning (ML) techniques for control and monitoring of electric drives. It is anticipated that with rapid progress in algorithms specialized embedded hardware platforms, ML-based data-driven approaches will become standard tools automated high-performance In addition, this also provides some outlook toward promoting its widespread application industry a focus deploying ML onto system-on-chip field-programmable gate array devices.
Language: Английский
Citations
31
Environmental Science & Technology, Journal Year: 2024, Volume and Issue: 58(15), P. 6457 - 6474
Published: April 3, 2024
The circular economy (CE) aims to decouple the growth of from consumption finite resources through strategies, such as eliminating waste, circulating materials in use, and regenerating natural systems. Due rapid development data science (DS), promising progress has been made transition toward CE past decade. DS offers various methods achieve accurate predictions, accelerate product sustainable design, prolong asset life, optimize infrastructure needed circulate materials, provide evidence-based insights. Despite exciting scientific advances this field, there still lacks a comprehensive review on topic summarize achievements, synthesize knowledge gained, navigate future research directions. In paper, we try how accelerated CE. We conducted critical where helped with focus four areas including (1) characterizing socioeconomic metabolism, (2) reducing unnecessary waste generation by enhancing material efficiency optimizing (3) extending lifetime repair, (4) facilitating reuse recycling. also introduced limitations challenges current applications discussed opportunities clear roadmap for field.
Language: Английский
Citations
12
Energies, Journal Year: 2024, Volume and Issue: 17(3), P. 608 - 608
Published: Jan. 26, 2024
Due to their contact-free and low-maintenance features, magnetic gears (MGs) have been increasingly investigated amplify the torque of electric motors in vehicles (EVs). In order meet requirements propelling EVs, it is essential design an MG with a high density. this paper, novel flux-focusing Halbach coaxial (FFH-CMG) proposed, which combines advantages flux focusing permanent magnet (PM) arrays. The proposed structure has higher performance greater efficiency than conventional structures. A multi-objective optimization based on surrogate model implemented achieve maximum volumetric density (VTD), torque-per-PM volume (TPMV), efficiency, as well minimum ripple, FFH-CMG. employed approach accuracy less time-consuming compared methods direct finite-element analysis (FEA). FFH-CMG then through 2D-FEA. According simulation results, optimized can VTD 411 kNm/m3, TPMV 830 are significantly larger those existing MGs make very suitable for EV applications.
Language: Английский
Citations
4
Materials, Journal Year: 2024, Volume and Issue: 17(4), P. 807 - 807
Published: Feb. 7, 2024
Gold nanohole arrays, hybrid metal/dielectric metasurfaces composed of periodically arranged air holes in a thick gold film, exhibit versatile support for both localized and propagating surface plasmons. Leveraging their capabilities, particularly plasmon resonance-oriented applications, demands precise optical tuning. In this study, customized particle swarm optimization algorithm, implemented Ansys Lumerical FDTD, was employed to optically tune arrays treated as bidimensional gratings following the Bragg condition. Both square triangular array dispositions were considered. Convergence evolution algorithm studied, mathematical model developed interpret its outcomes.
Language: Английский
Citations
4
Energies, Journal Year: 2024, Volume and Issue: 17(6), P. 1408 - 1408
Published: March 14, 2024
Innovative technological solutions have become increasingly critical in addressing the transportation sector’s environmental impact. Passenger vehicles present an opportunity to introduce novel drivetrain that can quickly penetrate electric vehicle market due their shorter development time and lifetime compared commercial vehicles. As policy pressure increases customers demand more sustainable products, shifting from a linear business approach circular economy model is prospect. The new generation of economically competitive machines must be designed with restorative intention, considering future reuse, refurbishment, remanufacture, recycling possibilities. This review investigates penetration possibilities permanent magnet-assisted synchronous reluctance for mini small-segment vehicles, urban environment sustainability aspects model. When making changes materials used machine, it crucial evaluate potential impact on efficiency while keeping those mind. indirect ecological effect vehicle’s use phase may outweigh reduction manufacturing at its end-of-life. Therefore, thoroughly analysing design process necessary ensure maximum minimising
Language: Английский
Citations
4
Energies, Journal Year: 2025, Volume and Issue: 18(3), P. 482 - 482
Published: Jan. 22, 2025
Amorphous and nanocrystalline alloys, as novel soft magnetic materials, can enable high efficiency in a wide range of power conversion techniques. Their application requires thorough understanding the fundamental material mechanisms, typical characteristics, device design, applications. The first part this review briefly overviews development amorphous including structures composites (SMCs), key performance, underlying property-structure correction mechanisms. second discusses three kinds high-power applications such electronics transformers (PETs), inductors, electric motors. Further detailed analysis these materials are reviewed. Finally, some critical issues future challenges for tailoring, also highlighted.
Language: Английский
Citations
0
IET Electric Power Applications, Journal Year: 2025, Volume and Issue: 19(1)
Published: Jan. 1, 2025
Abstract The multi‐objective optimal design of double‐sided stator dual‐rotor synchronous reluctance machines (DSS‐DRSynRMs) is a challenging high‐dimensional problem. objective this paper to present new method based on data‐driven models and the principle torque decomposition addressing aforementioned issue. For purpose, 26‐parameter optimisation problem solved by employing proposed consisting three sequential phases. Through method, combination artificial neural network (ANN) recently introduced waveform targeting surrogate model (WTSM) strategy investigated mitigate computational complexity process. Furthermore, electromagnetic performance final has been comprehensively analysed showing significant reduction in ripple rate improved density. Moreover, efficiency compared popular multi‐level method. From discussion, it can be found that provides reduced computation time wider search space.
Language: Английский
Citations
0