Soft sensor modeling for 3D transient temperature field of large-scale aluminum alloy workpieces based on multi-loss consistency optimization PINN

L Shen, Z Chen, X Wang, J He - Sensors, 2023 - mdpi.com
Uniform temperature distribution during quenching thermal treatment is crucial for achieving
exceptional mechanical and physical properties of alloy materials. Accurate and rapid …

Techno-Economic Optimization of Radiator Configurations in Power Transformer Cooling

A Koca, O Senturk, Ö Akbal, H Özcan - Designs, 2024 - mdpi.com
In this research, a numerical approach is created to assess the effective parameters of
power transformer thermal management and, as a result, improve their cooling systems. This …

MMF-SMF-MMF optic surface plasmon resonance sensor based on hexagonal plate-like Co (OH) 2/TiO2/Au structure

H Wu, Y Xu, M Sun, Y Song, Q Wang - Measurement, 2024 - Elsevier
The manuscript introduces a fiber-optic MSM SPR sensor employing a hexagonal plate-like
structure of Co (OH) 2/TiO 2/Au for surface plasmon resonance (SPR) sensing. This article …

Thermal Experimental Evaluation of a Power Transformer Under OD/OF/ON Cooling Conditions

LH Medeiros, MM Oliveira, RC Beltrame… - 2023 15th Seminar …, 2023 - ieeexplore.ieee.org
Power transformers are extremely important for electrical systems and its internal
temperatures rule the equipment lifespan. To keep the operation under safe conditions, with …

Oil Flow Velocity Variations in Transformer Cooling Systems Under Variable Loads and Inter-Turn Short-Circuit Conditions

B Tian, X Fan, Z Xu, Y He, Z Tan… - … on Power System …, 2023 - ieeexplore.ieee.org
The safe and stable operation of power transformers is crucial for power systems. The
energy losses in transformers mainly consist of two parts: Joule heating losses and eddy …

Research on the influence of extreme high temperature weather on transformers and their cooling

C Su, B Liu, S Li, S Pan - Ninth International Conference on …, 2024 - spiedigitallibrary.org
The frequent occurrence of extreme high temperature weather leads to a significant increase
in transformer load rate, which puts forward higher requirements for transformer heat …

Investigating Temperature Rise Dynamics within Dry-Type Transformer Windings: A Comparative Analysis Across Varied Loading Rates and an Extrapolative …

Z Jia, J Wang, J Fu, F Dai - papers.ssrn.com
This paper investigates the temperature rise dynamics at hot-spots within dry-type
transformer windings, developing an extrapolative computational model to predict …