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 11 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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Jan 9, 2023 - 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
Empowering everyone to build reliable, efficient, and soon to be trademark free software.
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Apr 14, 2023 - Rust
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
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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Nov 12, 2025 - Jupyter Notebook
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
[18] 8 sensors. 3 hidden drivers. ICA finds what PCA cannot.
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May 3, 2026 - Jupyter Notebook
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Jun 25, 2022 - Jupyter Notebook
[6] Score batch pH risk before synthesis begins.
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Mar 30, 2026 - Jupyter Notebook
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