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Updated: Jan 7, 2026

Operation of a 25 KWth Calcium Looping Pilot-plant with High Oxygen Concentrations in the Calciner
06:34

Operation of a 25 KWth Calcium Looping Pilot-plant with High Oxygen Concentrations in the Calciner

Published on: October 25, 2017

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预测热制造中的能源需求:一个数据驱动的方法

Jersson X Leon-Medina1,2, John Erick Fonseca Gonzalez2, Nataly Yohana Callejas Rodriguez3

  • 1Grupo de Investigación en Biochar, Suelo y Cambio Climático (Pyrosfera), Suministros Mineros e Industriales de Colombia LTDA-SUMININCO LTDA, Km1 vía Nobsa-Duitama Vereda Guaquida, Nobsa 152280, Colombia.

Sensors (Basel, Switzerland)
|December 31, 2025
PubMed
概括

这项研究开发了一个深度学习框架,用于预测生生产的能源需求. 门式循环单元 (GRU) 模型实现了高精度,使工业运营和能源管理高效.

关键词:
门式经常性单位 (GRU)长时间短期记忆 (LSTM)深度学习是一种深度学习.预测能源消耗 预测能源消耗经常性的神经网络.时间序列预测时间序列预测

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The hydration of cement is an exothermic reaction in which heat is generated as cement hydrates. This heat of hydration is critical to cement's strength development. The rate at which this heat is generated affects the temperature rise, with a majority of the heat being released early in the hydration process, half within the first three days, and about 75% within the first week.
The heat of hydration for each cement compound is significant; for instance, tricalcium aluminate (C3A) and...
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Design Example: Managing Concrete Workability

This example deals with managing the workability of concrete for a raft foundation project under hot weather conditions. Workability is crucial for ensuring the concrete is easy to place, compact, and finish. In this scenario, a slump test — a common method to measure the workability of fresh concrete — initially indicated low workability. This was attributed to the rapid water loss from the concrete mix, exacerbated by the high temperatures causing the course aggregates to heat up.
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Clausius-Clapeyron Equation

The equilibrium between a liquid and its vapor depends on the temperature of the system; a rise in temperature causes a corresponding rise in the vapor pressure of its liquid. The Clausius-Clapeyron equation gives the quantitative relation between a substance’s vapor pressure (P) and its temperature (T); it predicts the rate at which vapor pressure increases per unit increase in temperature.
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