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相关概念视频

Distillation: Vapor–Liquid Equilibria01:01

Distillation: Vapor–Liquid Equilibria

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Distillation is a separation technique that takes advantage of the boiling point properties of disparate elements in a mixture. To perform distillation, we begin by heating a miscible mixture of two liquids with a significant difference in boiling points (at least 20°C). As the solution heats up and reaches the bubble point of the more volatile component, some molecules of the more volatile component transition into the gas phase and travel upward into the condenser, which is a glass tube...
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Turnover Number and Catalytic Efficiency01:19

Turnover Number and Catalytic Efficiency

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The turnover number of an enzyme is the maximum number of substrate molecules it can transform per unit time. Turnover numbers for most enzymes range from 1 to 1000 molecules per second. Catalase has the known highest turnover number, capable of converting up to 2.8×106 molecules of hydrogen peroxide into water and oxygen per second. Lysozyme has the lowest known turnover number of half a molecule per second.
Chymotrypsin is a pancreatic enzyme that breaks down proteins during digestion....
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The Carbon Cycle01:14

The Carbon Cycle

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Carbon is the basis of all organic matter on Earth, and is recycled through the ecosystem in two primary processes: one in which carbon is exchanged among living organisms, and one in which carbon is cycled over long periods of time through fossilized organic remains, weathering of rocks, and volcanic activity. Human activities, including increased agricultural practices and the burning of fossil fuels, has greatly affected the balance of the natural carbon cycle.
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Isochoric and Isobaric Processes01:21

Isochoric and Isobaric Processes

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A thermodynamic process that occurs at constant volume is called an isochoric process. According to the first law of thermodynamics, heat supplied or removed from the system is partially utilized to perform work and change the internal energy of the system. However, in an isochoric process, the volume remains constant. Hence, the work done by the system is zero. Therefore, the exchange of heat changes the internal energy of the system only. 
Suppose 1000 g of water is heated from 40...
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Carbon-dioxide Fixation01:28

Carbon-dioxide Fixation

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Carbon dioxide fixation in prokaryotes enables the assimilation of inorganic carbon into organic molecules, supporting biosynthetic pathways, sustaining ecosystems, and contributing to the global carbon cycle. It also has industrial applications in carbon capture and bioproduct synthesis. Autotrophic organisms rely on this process to utilize CO₂ as a carbon source in diverse environments.The Calvin CycleThe Calvin cycle is the most widespread carbon fixation mechanism, primarily used by...
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Combustion Energy: A Measure of Stability in Alkanes and Cycloalkanes02:14

Combustion Energy: A Measure of Stability in Alkanes and Cycloalkanes

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The low reactivity in alkanes can be attributed to the non-polar nature of C–C and C–H σ bonds. Alkanes, therefore, were  initially termed as “paraffins,” derived from the Latin words: parum, meaning “too little,” and affinis, meaning “affinity.”
Alkanes undergo combustion in the presence of excess oxygen and high-temperature conditions to give carbon dioxide and water. A combustion reaction is the energy source in natural gas, liquified...
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推理剂驱动的过程模拟,优化,碳计算和蒸的脱碳.

Sihan Tan1,2,3, Xiaochi Zhou4, Hai Zhou1,2

  • 1Center for Low-Carbon Conversion Science & Engineering, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China.

Communications engineering
|January 7, 2026
PubMed
概括

一种新的推理剂可以自动化化学过程模拟和蒸过程的碳核算. 将热辅助蒸与可再生能源相结合,可大幅减少98%的碳排放.

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科学领域:

  • 化学工程是化学工程的重要组成部分.
  • 人工智能的人工智能
  • 环境科学 环境科学

背景情况:

  • 蒸是化学工业的主要能源消耗者.
  • 脱碳蒸需要广泛的手动模拟和碳核算.
  • 自动化这些过程对于有效的减排战略至关重要.

研究的目的:

  • 开发一种用于蒸过程模拟和碳排放分析的自动推理剂.
  • 研究热辅助蒸工艺的脱碳潜力.
  • 评估不同能源对蒸碳足迹的影响.

主要方法:

  • 建立了一个推理代理,将一个大型语言模型 (LLM) 与一个工具集集成在一起.
  • 对于甲醇和乙醇蒸的自动化材料收集,过程模拟,优化和碳核算.
  • 设计了一种热辅助蒸过程,使用该剂.

主要成果:

  • 该代理成功地自动化了蒸过程的模拟,优化和碳核算.
  • 一个热辅助蒸过程被自动构造,证明了节能.
  • 可再生能源与热辅助过程相结合,与以煤为基础的蒸相比,可再生能源减少了98%的碳排放.

结论:

  • 推理代理可以自动化化工业中的碳排放量化和脱碳干预措施.
  • 可以为工业过程开发自动化,高分辨率的碳排放模型.
  • 将先进的工艺设计与可再生能源相结合,为减少碳排放提供了巨大的机会.