HVAC Maintenance Procedure Answer Verification Dataset
- Records
- 5000
- Size
- 0.3GB
- Format
- JSON
- Provider
MOBIUSI INC- Updated
- v1.02026-11-05
Designed for evaluating maintenance question answering for industrial HVAC equipment, this dataset records maintenance questions, candidate action steps, and structured procedure references covering step order, prerequisites, and safety restrictions. It also provides step-by-step mappings, missing requirements, safety violations, completeness scores, and overall assessments. These records support automated evaluation of answer completeness, procedural compliance, and safety, as well as system improvement and benchmarking.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| overall_pass | boolean | Indicates whether the answer is complete and complies with the procedure and applicable safety restrictions. |
| candidate_steps | array | The proposed maintenance action steps, recorded in the order given in the answer under evaluation. |
| procedure_basis | object | The procedure steps, prerequisites, and safety restrictions used to verify the answer. |
| safety_violations | array | Safety restrictions that the answer under evaluation violates or may violate. |
| completeness_score | number | Measures how fully the answer covers applicable procedure requirements, on a scale from 0 to 1. |
| evaluation_details | array | Records how each candidate action step corresponds to procedure requirements and explains the evaluation rationale. |
| overall_assessment | string | Summarizes answer completeness, procedural compliance, and reasons for any failure. |
| maintenance_question | string | The industrial HVAC equipment maintenance question to be answered. |
| missing_required_steps | array | Procedure steps or other required elements not covered by the answer under evaluation. |
Trust
Compliance Statement
Authorization Type
Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use
Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization
No PII, no real company names, simulated scenarios follow industry standards
Compliance System
Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs
FAQ
Frequently Asked Questions
- What does the dataset contain?
- Each record includes an industrial HVAC maintenance question, candidate action steps, and structured procedure references. It also provides step-level evaluation results, missing requirements, safety violations, a completeness score, and an overall assessment.
- How can a maintenance answer be evaluated?
- Compare each candidate step with the applicable procedure requirements, checking step order, prerequisites, and safety restrictions. Use the listed omissions, violations, completeness score, and overall pass result to inform the evaluation.
- Which applications is the dataset suited for?
- It can support automated evaluation of industrial HVAC maintenance QA systems, procedure compliance checks, safety risk identification, and post-training model validation and benchmarking.
- How can I access the data, and what are the licensing terms?
- Check the page or distribution channel offering the dataset for access options, and refer to the terms supplied with the specific release. Confirm that the applicable license permits your intended commercial or research use before adoption.
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Cite this Work
@dataset{Mobiusi2026,
title={HVAC Maintenance Procedure Answer Verification Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/238f1498d42f1c52b9edc049d99a62dd?dataset_task_cate_id=1},
urldate={2026-10-20},
keywords={HVAC maintenance dataset,industrial HVAC procedures,maintenance answer verification,maintenance step evaluation,equipment maintenance QA,procedure compliance evaluation,safety restriction detection,automated evaluation data},
version={1.0}
}Using this in research? Please cite us.