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Replication Package - AI-Assisted Workflow Generation from Industrial Technical Documentation (EAAI Submission)

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Zenodo2026-07-02 更新2026-08-01 收录
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This replication package accompanies the manuscript "AI-Assisted Workflow Generation from Industrial Technical Documentation: A Constrained-Generation Framework and Evaluation Methodology" submitted to Engineering Applications of Artificial Intelligence (EAAI). **Contents:**- OR1–OR3: n8n workflow JSON files (ABB Motor, Schneider ATV930 VFD, Siemens 3VA MCCB)- OR4–OR6: Synthetic telemetry datasets (10,000 records each)- OR7: Canonical parameter schemas and prompt templates- OR8: Multi-dataset validation script (Python)- OR9: README with reproduction instructions- OR10: Sector analysis tables- OR11–OR14: Exploratory methodology comparison results (Appendix D) Public benchmark datasets used:- NASA CMAPSS FD001: https://data.nasa.gov/dataset/CMAPSS-Jet-Engine-Simulated-Data/ff5v-kuh6- CWRU Bearing Dataset: https://engineering.case.edu/bearingdatacenter Vendor technical documents are proprietary and not included. Parsed versions and extracted schemas are provided for verification. License: MIT

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2026-07-02
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