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   Articles with "temperature prediction" as a keyword



Rapid temperature prediction method for electronic equipment cabin

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recommendations! Published in 2018 at "Applied Thermal Engineering"

DOI: 10.1016/j.applthermaleng.2018.04.001

Abstract: Abstract An accurate model is very important for thermal prediction and thermal management of airborne electronic module. Thermal Network Model (TNM) is the commonly used to analyze transient thermal response. It cannot describe the nonlinear… read more here.

Keywords: method; equipment cabin; electronic equipment; temperature prediction ... See more keywords

Dense Residual LSTM-Attention Network for Boiler Steam Temperature Prediction with Uncertainty Analysis

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recommendations! Published in 2022 at "ACS Omega"

DOI: 10.1021/acsomega.2c00615

Abstract: Flexible operation of large-scale boilers for electricity generation is essential in modern power systems. An accurate prediction of boiler steam temperature is of great importance to the operational efficiency of boiler units to prevent the… read more here.

Keywords: temperature; temperature prediction; steam temperature; dense residual ... See more keywords

Hyper‐Local Temperature Prediction Using Detailed Urban Climate Informatics

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recommendations! Published in 2024 at "Journal of Advances in Modeling Earth Systems"

DOI: 10.1029/2023ms003943

Abstract: The accurate modeling of urban microclimate is a challenging task given the high surface heterogeneity of urban land cover and the vertical structure of street morphology. Recent years have witnessed significant efforts in numerical modeling… read more here.

Keywords: hyper local; local temperature; climate; urban climate ... See more keywords

Multi-indicator feature extraction and temperature prediction model for spontaneous coal combustion and oxidation.

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recommendations! Published in 2025 at "Scientific reports"

DOI: 10.1038/s41598-025-30395-6

Abstract: Spontaneous combustion of coal poses a serious threat to mine safety, making accurate temperature prediction essential for early warning and risk prevention. This study develops a robust, data-driven prediction model capable of capturing the nonlinear… read more here.

Keywords: temperature prediction; oxidation; coal; model ... See more keywords

Statistical-empirical pavement temperature prediction models based on data from road weather stations in Estonia

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recommendations! Published in 2024 at "Road Materials and Pavement Design"

DOI: 10.1080/14680629.2024.2415347

Abstract: Asphalt pavement properties are greatly affected by seasonal temperature variation. Binder grade selection needs to be aligned with forecasted operational pavement temperatures to maximise pavement longevity. Different widely adopted models for determining binder Superpave Performance… read more here.

Keywords: temperature; pavement; road; pavement temperature ... See more keywords

Top-oil temperature prediction and interpretability analysis of transformers under synergistic multi-load conditions

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recommendations! Published in 2025 at "Measurement Science and Technology"

DOI: 10.1088/1361-6501/ae2148

Abstract: To address the cross-temporal response behavior of transformer top-oil temperature under multi-side load coupling, this paper proposes a feature decoupling and fusion prediction method with interpretable load impact mechanisms for high-accuracy hourly oil temperature prediction.… read more here.

Keywords: top oil; temperature prediction; oil temperature; oil ... See more keywords

A Computationally Efficient Spatial Online Temperature Prediction Method for PM Machines

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recommendations! Published in 2022 at "IEEE Transactions on Industrial Electronics"

DOI: 10.1109/tie.2021.3123644

Abstract: Conventionalpermanent magnet (PM) machine temperature assessment approaches require physical, material, and loss distribution information. In practice, accurate structural information is rarely available, a lot of thermal parameters can only be calibrated based on extensive experiments,… read more here.

Keywords: machine; online temperature; temperature; temperature prediction ... See more keywords

Distributed LSTM-GCN-Based Spatial–Temporal Indoor Temperature Prediction in Multizone Buildings

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recommendations! Published in 2024 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2023.3268467

Abstract: Indoor temperature prediction of multiple zones in near future horizons is vital in developing an optimal regulation strategy of heating, ventilation, and air conditioning systems in large-scale complex buildings. This is, however, challenging due to… read more here.

Keywords: temperature; indoor temperature; temperature prediction; distributed lstm ... See more keywords

Accuracy of IGBT Junction Temperature Prediction: An Improved Sailfish Algorithm to Optimize Support Vector Machine

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recommendations! Published in 2024 at "IEEE Transactions on Power Electronics"

DOI: 10.1109/tpel.2024.3370690

Abstract: This study improves the accuracy of junction temperature prediction, as the insulated gate bipolar transistor (IGBT) reliability is important for the safe operation of its working system due to junction temperature is limited in its… read more here.

Keywords: junction temperature; algorithm; junction; temperature prediction ... See more keywords

LightGBM Low-Temperature Prediction Model Based on LassoCV Feature Selection

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recommendations! Published in 2021 at "Mathematical Problems in Engineering"

DOI: 10.1155/2021/1776805

Abstract: Icing disasters on power grid transmission lines can easily lead to major accidents, such as wire breakage and tower overturning, that endanger the safe operation of the power grid. Short-term prediction of transmission line icing… read more here.

Keywords: temperature; feature selection; prediction model; temperature prediction ... See more keywords

Heat flux distribution and temperature prediction model for dry and wet cylindrical plunge grinding

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recommendations! Published in 2018 at "Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture"

DOI: 10.1177/0954405418815365

Abstract: The grinding heat is generally partitioned into the workpiece, wheel, chips and fluid in grinding process. The total amount of heat flux entering into the workpiece greatly affects the final workpiece surface temperature, which may… read more here.

Keywords: temperature; dry wet; model; temperature prediction ... See more keywords