arXiv cs.AI· Artur M. Schweidtmann·· 11 小时前AI 评分38
ChemE-as-Code：面向化学工程智能体 AI 的开源平台
ChemE-as-Code: An Open-Source Platform for Agentic AI in Chemical Engineering
AI 导读
ChemE-as-Code 是一个开源环境，让基于 LLM 的 AI 智能体执行化学工程工作，计算工具覆盖催化、流程模拟、工厂布局、HAZOP 与生命周期评估，技能包指导通用智能体调用这些工具。
正文 · 原文
Abstract:ChemE-as-Code provides an open-source environment in which AI agents built on large language models (LLMs) can carry out chemical engineering work and engineers can check it. Its calculation tools range from catalysis through process simulation to plant layout, HAZOP and life cycle assessment, and skills tell a general-purpose agent how to use them. Engineering files are linked, machine-readable and versioned in Git; calculations run outside the LLM, each value records its origin, and automated checks report inconsistencies and out-of-date results by file and line. In an illustrative ammonia case, agents developed a written task into a preliminary basic-engineering package (simulation files, P&IDs, layout, HAZOP, datasheets, relief) for USD 224 of API cost in the design sessions. Planted faults and engineering changes show that the checks find what their rules cover and miss the rest, so they guide human review rather than replace it. No independent engineer has reviewed the design.
| Comments: | 28 pages, 4 figures, 5 tables; Supporting Information (28 pages) appended. Submitted to AIChE Journal. Code and data: this https URL |
| Subjects: | Artificial Intelligence (cs.AI) |
| Cite as: | arXiv:2611.07947 [cs.AI] |
| (or arXiv:2611.07947v1 [cs.AI] for this version) | |
| https://doi.org/10.48550/arXiv.2611.07947 arXiv-issued DOI via DataCite (pending registration) |
Submission history
From: Artur M Schweidtmann [view email]
[v1]
Thu, 5 Nov 2026 12:45:28 UTC (7,079 KB)
来源：arXiv cs.AI · arxiv.org