Flow Sensor Installation Requirements Information Extraction Dataset

#Information extraction #Attribute recognition #Condition relation extraction #Applicability classification #Sensor selection #Installation plan review #Industrial equipment document parsing #Product information management

5800
0.5GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-03

AI Analysis & Value Prop

This dataset contains text from flow sensor installation guides, engineering documents, and product pages, annotated for straight-pipe requirements, installation direction, pipe diameter constraints, environmental conditions, installation location, and applicability status. Its coverage includes dimensional, flow-direction, and layout requirements, as well as constraints related to temperature, pressure, ingress protection, and media conditions. It supports evaluation of models that identify and structure installation attributes in web text, and can be used for sensor selection, installation plan review, and industrial equipment information extraction.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
source_text	string	Original text from an installation guide, engineering document, or product page for information extraction.
applicability_status	object	Whether the sensor is suitable for the stated installation scenario, including relevant exceptions and conditions.
installation_location	object	Recommended and prohibited locations, pipe layout requirements, and required maintenance clearance.
environment_conditions	object	Applicable temperature, pressure, humidity, ingress protection, and process-medium conditions.
installation_direction	string	Required sensor orientation relative to the pipe or medium flow, such as horizontal mounting, vertical upward flow, or an arrow aligned with the flow.
pipe_diameter_constraints	object	Applicable nominal pipe sizes, inner diameter ranges, and other pipe-to-sensor compatibility constraints.
straight_pipe_requirements	object	Required straight-pipe lengths upstream and downstream of the sensor, including the basis of measurement.

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

Frequently Asked Questions

What installation information does the dataset cover?: It covers flow sensor installation documentation, including straight-pipe lengths and measurement references, installation direction, compatible pipe sizes, environmental conditions such as temperature and pressure, recommended or prohibited locations, and applicability status with exceptions.

How is the data organized?: Each record pairs source installation text with structured annotations, mapping natural-language requirements to installation attributes and constraints. Confirm the actual release for file formats, sample counts, and quality documentation.

Which tasks and use cases does it support?: The dataset supports information extraction, attribute recognition, condition relation extraction, and applicability classification. Typical uses include domain model evaluation, product document parsing, sensor selection support, and installation plan review. Extracted results should be checked against the product model and site conditions.

How can the dataset be obtained, and what are the licensing terms?: Refer to the dataset listing or provider for availability, delivery formats, and licensing terms. Confirm the applicable license and verify source and usage restrictions before commercial deployment, redistribution, or use in training other models.

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Cite this Work

@dataset{Mobiusi2026,
  title={Flow Sensor Installation Requirements Information Extraction Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/422b8b05bace037917086e0576a4b4c1},
  urldate={2026-10-28},
  keywords={flow sensor dataset,installation requirements extraction,flow meter installation rules,straight pipe requirement detection,sensor installation direction,pipe diameter constraint extraction,industrial web text,domain model evaluation},
  version={1.0}
}

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