开源工艺追因与优化系统:把真实运行变成可追溯证据,帮助工程师找差异、验原因、定下一份配方。
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Nov 7, 2026 - C#
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开源工艺追因与优化系统:把真实运行变成可追溯证据,帮助工程师找差异、验原因、定下一份配方。
react dotnet self-hosted manufacturing bayesian-optimization design-of-experiments process-engineering process-optimization industrial-ai experiment-tracking industrial-iot botorch
A comprehensive tool for advanced pinch analysis, total site integration, heat pump integration, and heat exchanger network synthesis.
mechanical-engineering energy-efficiency pinch-analysis mathematical-programming process-engineering heat-exchanger process-optimization heat-pump process-integration heat-exchanger-network multi-period-optimization mixed-integer-nonlinear-programming total-site-integration
This is a testing / prototyping repository for experimenting with AOI/AI concepts and implementing them as clean, reproducible building blocks. License: Proprietary. No permission is granted to use, copy, modify, or distribute this software without prior written permission.
python machine-learning ai prototyping proprietary aoi process-optimization automated-optical-inspection
A comprehensive collection of mathematical tools and utilities designed to support Lean Six Sigma practitioners in their process improvement journey
💻 Workflow Data For Github Actions & Linux Server Testing of Lockdown Enterprise Content 💻
automation project-management time-management workflow-automation task-management workflow-tracking process-optimization workflow-templates workflow-security approval-workflows workflow-efficiency workflow-integration business-processes workflow-design collaboration-tools workflow-streamlining cross-team-collaboration workflow-analytics document-workflows agile-workflows
Early open scaffold for industrial world models and qualification-oriented manufacturing decision systems.
machine-learning reinforcement-learning decision-making manufacturing bayesian-inference uncertainty-quantification active-learning synthetic-data model-based-rl digital-twin process-control process-optimization world-models industrial-ai scientific-machine-learning physical-ai
A hybrid modeling framework combining neural networks with physics-based constraints for bioreactor process optimization and control.
neural-networks hybrid-modeling biotechnology pinn bioreactor process-optimization physics-informed-neural-networks
The smartest way to map, teach, and evolve workflows. Workable uses a distributed reasoning engine to turn intricate personal and professional processes into visually intuitive maps. It eliminates onboarding friction, identifies hidden bottlenecks, and actively proposes optimized workflow alternatives to ensure continuous improvement from day one.
react productivity typescript nextjs workflow-management workflow-automation ai-agents diagramming process-optimization process-mapping reasoning-engine
Data-driven computer-aided molecular and process design
machine-learning chemical-engineering process-modeling process-systems-engineering process-optimization extractive-distillation
💻 Workflow Data For Github Actions & Windows Server Testing of Lockdown Enterprise Content 💻
automation project-management time-management workflow-automation task-management workflow-tracking process-optimization workflow-templates workflow-security approval-workflows workflow-efficiency workflow-integration business-processes workflow-design collaboration-tools workflow-streamlining cross-team-collaboration workflow-analytics document-workflows agile-workflows
A Python web app using Streamlit & PuLP for ILP-based production scheduling. Maximizes profits by assigning products to machines, factoring in batch sizes, setup times, rates, costs, & demand. User-friendly, flexible, & ideal for manufacturing.
python manufacturing integer-linear-programming pulp-library process-optimization production-planning
CPS 기반 공장 레이아웃 설계 및 최적화 프로젝트
工业AI文献合集 | 中文翻译 | 开箱即读
ai-agents industry-4 digital-twin digital-transformation process-optimization industrial-ai smart-manufacturing root-cause-analysis ai-papers paper-translation industrial-ai-predictive-maintenance
Generative AI-based system for simulating industrial processes, enabling predictive maintenance, process optimization, and energy efficiency using GANs and IoT sensor integration
data-preprocessing generative-adversarial-networks model-evaluation model-deployment predictive-maintenance process-optimization future-improvements testing-and-validation industrial-process-simulation gan-model-architecture training-gan iot-sensor-integration documentation-and-version-control
Industrial multi-agent assembly process optimizer with deterministic physics, LangGraph orchestration, Harness validation, HITL approval, and Langflow demos
python multi-agent manufacturing harness human-in-the-loop digital-twin process-optimization industrial-ai fastapi langflow langgraph
Designed an integrated green ammonia process covering renewable H₂ production, N₂ separation, Haber–Bosch synthesis, recycle/purge, NH₃ recovery, energy analysis and techno-economic optimization, with Aspen Plus validation workflow and sensitivity analysis for electricity cost and process parameters.
python sustainability chemical-engineering process-simulation mass-balance renewable-energy carbon-footprint process-engineering electrolysis process-optimization process-design streamlit techno-economic-analysis energy-optimization engineering-optimization energy-balance techno-economic-optimization green-ammonia hydrogen-production ammonia-production
Code and evidence: process economics reorder catalyst rankings across computed and published catalysts (NH3 synthesis, CO2-to-methanol, Au/TiO2 control), with an agent that extracts literature data and runs the full chain
reproducibility microkinetics process-optimization catalysis techno-economic-analysis ai-for-science llm-agents co2-hydrogenation methanol ammonia-synthesis
Reduce laboratory Turnaround Time by identifying bottlenecks across the accession → collection → receipt → analysis → verification → report workflow. Deliverables: KPI dashboard, bottleneck analysis, and optimization recommendations.
python dashboard data-visualization powerbi time-series-analysis process-optimization healthcare-operations laboratory-analytics
This tool models and optimizes user tasks based on real-world behaviors. It transforms individual task models into unified, constraint-driven representations, using examples like Wordle to demonstrate its effectiveness. The tool visualizes task flows for better design and efficiency.
interaction-design behavior-driven-development hci user-experience task-management ctt process-optimization modelling-tool user-behavior-analysis as-is-model to-be-model
"Estudante de Gestão da Produção Industrial na FATEC, focado em Otimização de Processos, Análise de Dados (Data-Driven) e Indústria 4.0."
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