Model: Lauther/measuring-embeddings-v4.1
Author: Lauther
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3075, loss:CoSENTLoss, dataset:Lauther/measuring-embeddings-v4, arxiv:1908.10084, base_model:intfloat/multilingual-e5-large-instruct, base_model:finetune:intfloat/multilingual-e5-large-instruct, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: intfloat/multilingual-e5-large-instruct
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3075, loss:CoSENTLoss
base_model: intfloat/multilingual-e5-large-instruct
widget: source_sentence: last calibrated span
sentences: What is a Calibration Point?
A Calibration Point represents a specific data entry in a calibration process, comparing an expected reference value to an actual measured value. These points are fundamental in ensuring measurement accuracy and identifying deviations.

Key Aspects of Calibration Points:
- Calibration Report Association: Each calibration point belongs to a specific calibration report, linking it to a broader calibration procedure.
- Reference Values: Theoretical or expected values used as a benchmark for measurement validation.
- Measured Values: The actual recorded values during calibration, reflecting the instrument’s response.
- Errors: The difference between reference and measured values, indicating possible measurement inaccuracies.
Calibration points are essential for evaluating instrument performance, ensuring compliance with standards, and maintaining measurement reliability., What is Equipment?
An Equipment represents a physical device that may be used within a measurement system. Equipment can be active or inactive and is classified by type, such as transmitters, thermometers, or other measurement-related devices.

Key Aspects of Equipment:
- Serial Number: A unique identifier assigned to each equipment unit for tracking and reference.
- Current State: Indicates whether the equipment is currently in use (ACT) or inactive (INA).
- Associated Equipment Type: Defines the category of the equipment (e.g., transmitter, thermometer), allowing classification and management.
Equipment plays a critical role in measurement systems, ensuring accuracy and reliability in data collection and processing., What is an Equipment Tag?
An Equipment Tag is a unique identifier assigned to equipment that is actively installed and in use within a measurement system. It differentiates between equipment in general (which may be in storage or inactive) and equipment that is currently operational in a system.

Key Aspects of Equipment Tags:
- Equipment-Tag: A distinct label or identifier that uniquely marks the equipment in operation.
- Equipment ID: Links the tag to the corresponding equipment unit.
- Belonging Measurement System: Specifies which measurement system the tagged equipment is part of.
- Equipment Type Name: Classifies the equipment (e.g., transmitter, thermometer), aiding in organization and system integration.
The Equipment Tag is essential for tracking and managing operational equipment within a measurement system, ensuring proper identification, monitoring, and maintenance., source_sentence: transmitter calibration record
sentences: What are historical report values?
These represent the recorded data points within flow computer reports. Unlike the report index, which serves as a reference to locate reports, these values contain the actual measurements and calculated data stored in the historical records.

Flow computer reports store two types of data values:

- **Hourly data values**: Contain measured or calculated values (e.g., operational minutes, alarms set, etc.) recorded on an hourly basis.
- **Daily data values**: Contain measured or calculated values (e.g., operational minutes, alarms set, etc.) recorded on a daily basis.
Each value is directly linked to its respective report index, ensuring traceability to the original flow computer record. These values maintain their raw integrity, providing a reliable source for analysis and validation., What is a Flow Computer Firmware?
A flow computer firmware is a software component that defines the functionality and behavior of a flow computer.

🔹 Key Characteristics:

Each firmware version (e.g., F407, FB107, EMED-010) is linked to a specific flow computer model.
Firmware versions can have a status indicating whether they are active or inactive.
They determine how the flow computer processes measurements, calculations, and system operations.
📌 Database Tip: When querying firmware information, ensure the firmware version is matched with the correct flow computer type for accurate results., What is an Uncertainty Curve Point?
An Uncertainty Curve Point represents a data point used to construct the uncertainty curve of a measurement system. These curves help analyze how measurement uncertainty behaves under different flow rate conditions, ensuring accuracy and reliability in uncertainty assessments.

Key Aspects of an Uncertainty Curve Point:
- Uncertainty File ID: Links the point to the specific uncertainty dataset, ensuring traceability.
Equipment Tag ID: Identifies the equipment associated with the uncertainty measurement, crucial for system validation.
- Uncertainty Points: Represent uncertainty values recorded at specific conditions, forming part of the overall uncertainty curve.
- Flow Rate Points: Corresponding flow rate values at which the uncertainty was measured, essential for evaluating performance under varying operational conditions.
These points are fundamental for generating uncertainty curves, which are used in calibration, validation, and compliance assessments to ensure measurement reliability in industrial processes., source_sentence: measurement systems
sentences: What is a Calibration Record?
A Calibration Record documents the calibration process of a specific equipment tag, ensuring that its measurements remain accurate and reliable. Calibration is a critical process in maintaining measurement precision and compliance with standards.

Key Aspects of a Calibration Record:
- Calibration Date: The exact date when the calibration was performed, crucial for tracking maintenance schedules.
- Certification Number: A unique identifier for the calibration certificate, providing traceability and verification of compliance.
- Range Values: The minimum and maximum measurement values covered during the calibration process.
- Calibration Status: Indicates whether the calibration was approved or saved for further review.
- Associated Units: Specifies the measurement units used in calibration (e.g., °C, psi).
- Associated Equipment Tag ID: Links the calibration record to a specific equipment tag, ensuring traceability of measurement instruments.
Calibration records play a fundamental role in quality assurance, helping maintain measurement integrity and regulatory compliance., What is a flow computer?
A flow computer is a device used in measurement engineering. It collects analog and digital data from flow meters and other sensors.

Key features of a flow computer:
- It has a unique name, firmware version, and manufacturer information.
- It is designed to record and process data such as temperature, pressure, and fluid volume (for gases or oils)., What is a Measured Magnitude Value?
A Measured Magnitude Value represents a recorded physical measurement of a variable within a monitored fluid. These values are essential for tracking system performance, analyzing trends, and ensuring accurate monitoring of fluid properties.

Key Aspects of a Measured Magnitude Value:
- Measurement Date: The timestamp indicating when the measurement was recorded.
- Measured Value: The actual numeric result of the recorded physical magnitude.
- Measurement System Association: Links the measured value to a specific measurement system responsible for capturing the data.
- Variable Association: Identifies the specific variable (e.g., temperature, pressure, flow rate) corresponding to the recorded value.
Measured magnitude values are crucial for real-time monitoring, historical analysis, and calibration processes within measurement systems., source_sentence: measurement system tag
sentences: What is a Meter Stream?
A Meter Stream represents a measurement system configured within a flow computer. It serves as the interface between the physical measurement system and the computational processes that record and analyze flow data.

Key Aspects of a Meter Stream:
- Status: Indicates whether the meter stream is active or inactive.
- Measurement System Association: Links the meter stream to a specific measurement system, ensuring that the data collected corresponds to a defined physical setup.
- Flow Computer Association: Identifies the flow computer responsible for managing and recording the measurement system's data.
Why is a Meter Stream Important?
A **meter stream** is a critical component in flow measurement, as it ensures that the measurement system is correctly integrated into the flow computer for accurate monitoring and reporting. Since each flow computer can handle multiple meter streams, proper configuration is essential for maintaining data integrity and traceability., What is an Equipment Tag?
An Equipment Tag is a unique identifier assigned to equipment that is actively installed and in use within a measurement system. It differentiates between equipment in general (which may be in storage or inactive) and equipment that is currently operational in a system.

Key Aspects of Equipment Tags:
- Equipment-Tag: A distinct label or identifier that uniquely marks the equipment in operation.
- Equipment ID: Links the tag to the corresponding equipment unit.
- Belonging Measurement System: Specifies which measurement system the tagged equipment is part of.
- Equipment Type Name: Classifies the equipment (e.g., transmitter, thermometer), aiding in organization and system integration.
The Equipment Tag is essential for tracking and managing operational equipment within a measurement system, ensuring proper identification, monitoring, and maintenance., What is a measurement system?
**Measurement systems** are essential components in industrial measurement and processing. They are identified by a unique **Tag** and are associated with a specific **installation** and **fluid type**. These systems utilize different **measurement technologies**, including **differential (DIF)** and **linear (LIN)**, depending on the application. Measurement systems can be classified based on their **application type**, such as **fiscal** or **custody transfer**.  , source_sentence: uncertainty points
sentences: What is a Calibration Point?
A Calibration Point represents a specific data entry in a calibration process, comparing an expected reference value to an actual measured value. These points are fundamental in ensuring measurement accuracy and identifying deviations.

Key Aspects of Calibration Points:
- Calibration Report Association: Each calibration point belongs to a specific calibration report, linking it to a broader calibration procedure.
- Reference Values: Theoretical or expected values used as a benchmark for measurement validation.
- Measured Values: The actual recorded values during calibration, reflecting the instrument’s response.
- Errors: The difference between reference and measured values, indicating possible measurement inaccuracies.
Calibration points are essential for evaluating instrument performance, ensuring compliance with standards, and maintaining measurement reliability., What is a Meter Stream?
A Meter Stream represents a measurement system configured within a flow computer. It serves as the interface between the physical measurement system and the computational processes that record and analyze flow data.

Key Aspects of a Meter Stream:
- Status: Indicates whether the meter stream is active or inactive.
- Measurement System Association: Links the meter stream to a specific measurement system, ensuring that the data collected corresponds to a defined physical setup.
- Flow Computer Association: Identifies the flow computer responsible for managing and recording the measurement system's data.
Why is a Meter Stream Important?
A **meter stream** is a critical component in flow measurement, as it ensures that the measurement system is correctly integrated into the flow computer for accurate monitoring and reporting. Since each flow computer can handle multiple meter streams, proper configuration is essential for maintaining data integrity and traceability., What is a Fluid?
A Fluid is the substance measured within a measurement system. It can be a gas or liquid, such as hydrocarbons, water, or other industrial fluids. Proper classification of fluids is essential for ensuring measurement accuracy, regulatory compliance, and operational efficiency. By identifying fluids correctly, the system applies the appropriate measurement techniques, processing methods, and reporting standards.
datasets: Lauther/measuring-embeddings-v4
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 53
Created: 2025-03-11 23:50:50