Chemical Process Fault Detection Using Long Short-Term Memory Recurrent Neural Network.
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Aug 22, 2024 - Jupyter Notebook
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chemical-process
Here are 16 public repositories matching this topic...
Data driven fault detection in chemical processes: Application to Tennessee Eastman Plant
python machine-learning automation algorithms thesis numpy spanish chemical-engineering t-test matplotlib knn-classification fault-detection f-test chemical-process
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Jul 19, 2020 - Python
The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.
python automation simulation optimization modeling chemical-engineering process-simulation optimization-algorithms optimization-framework optimization-process process-simulator process-design chemical-process dwsim
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May 9, 2026 - Python
This is a PINN based approach in solving high temperature heat transfer equations in manufacturing industries, with a focus on reducing the energy consumption and optimizing the sensor positioning.
python machine-learning matlab neural-networks heat-transfer solidification chemical-process physics-informed-neural-networks
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Jun 26, 2024 - Jupyter Notebook
化工制图装置库 AutoCAD 插件：中文搜索 DWG 图例符号，快速插入阀门、法兰、泵、仪表、管件等化工绘图图块
pid cad autocad chemical-engineering chinese piping dwg autolisp engineering-drawing pfd autocad-plugin chemical-process process-flow-diagram symbol-library cad-blocks
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Jun 7, 2026 - Common Lisp
CHEMON - 化工过程多智能体整体编排系统 | A multi-agent collaborative system for chemical process control
python quality-control decision-making artificial-intelligence chemical-engineering china industrial-automation production-optimization predictive-maintenance multi-agent-system energy-management process-control smart-manufacturing safety-monitoring chemical-process llm langchain langgraph agent-collaboration holistic-orchestration
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Mar 21, 2026 - Python
Empowering everyone to build reliable, efficient, and soon to be trademark free software.
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Apr 14, 2023 - Rust
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May 24, 2026 - Jupyter Notebook
AI-driven DWSIM automation and basic process package toolkit using Automation3, Python orchestration, bounded tuning, baseline freezing, and auditable exports.
python open-source automation ai simulation dotnet chemical-engineering process-simulation ai-agents process-automation process-engineering process-design chemical-process digital-engineering dwsim flowsheeting codex-skill basic-process-package green-methanol dwsim-automation
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Sep 12, 2026 - Python
Aplicação de conceitos da disciplina de Controle de Processos.
simulation chemical-engineering lti-system dynamical-systems control-systems laplace-transform tuning-parameters pid-control ufes process-control stability-analysis chemical-process controle-de-processos engenharia-quimica
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Aug 17, 2026 - Jupyter Notebook
AI-Aspen-Kit：大模型 Agent 如何在没有 GUI 的情况下完成 Aspen Plus 流程建模、收敛排错、数据核对与工程文档交付 —— 方法论 + 384 个实战脚本 + 端到端案例
python mcp chemical-engineering process-simulation distillation chemical-process ai-agent llm com-automation aspen-plus
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Sep 16, 2026 - Python
UnveilChem AI Chemical Software Automation Platform
automation ocr chemistry process-simulation document-parser chemical-process dwsim ai-agent llm llm-translation chemical-engineering-design aspen-plus
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Mar 21, 2026 - Python
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Jun 25, 2022 - Jupyter Notebook
[18] 8 sensors. 3 hidden drivers. ICA finds what PCA cannot.
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Jul 13, 2026 - Jupyter Notebook
[24] For 23 projects, the models observed. This one plans.
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Jul 13, 2026 - Python
[6] Score batch pH risk before synthesis begins.
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Jul 13, 2026 - Jupyter Notebook
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