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UNCERTAINTY VS. ACCURACY.

Uncertainty

Introduction

Have you ever wondered what the accuracy and uncertainty specifications in our calibrations mean? If you require an ISO17025 certificate for your instrument (E.g., Thermal Chuck, temperature wafer, Oven, etc.), you will receive a certificate that mentions something like “ calibrated at k=2”. You may also wonder why the uncertainty value is larger than the accuracy value or why uncertainty seems to matter more than accuracy. This post intends to help you understand these three potential sources of confusion and will help you make the right decision when assessing your temperature calibration needs.

Uncertainty vs. Accuracy

First, let’s begin by defining accuracy in the temperature calibration context. Accuracy may be defined as “a measure of a calibration product’s performance and quality” (Bucy, 2019). While accuracy may be the most common quality indicator, it is not often the best term to use. Sometimes it is better to use the term uncertainty to determine the quality of the calibration. 

These definitions beg the question, should one use these two terms interchangeably? The short answer is no. Accuracy is the proximity a reading is to its actual value, whereas uncertainty relates to the outliers and anomalies that may skew accuracy readings (Bucy, 2019).

Why Are Uncertainty & Accuracy Important?

Uncertainty is the degree of statistical dispersion of the temperature points one measure. Temperature is not the only parameter that is subject to uncertainty. All parameters are subject to uncertainty. So, why is determining accuracy so important?

As mentioned before, accuracy tells us how close a measurement is to its actual value, whereas uncertainty considers the outliers and anomalies that skew the accuracy readings. These outliers are products of “anomalies, adjustment, or other factors” (Bucy, 2019). These anomalies are not factored directly into the instrument’s accuracy to avoid misleading the reader. To provide a better indicator of an instrument’s performance, one should take the uncertainty values as a whole and calculate them as a component of accuracy. 

In addition, one must calculate the deviation in a reading to determine measurement uncertainty better. The deviation is the difference between measure values and the actual or expected value. For instance, the limited resolution or error in reading leads to the measurement of uncertainty on display. The deviation essentially represents the random and systematic components of a measure. Since the accuracy is proportional to the deviation, one can expect that the greater the deviation, the higher the measurement uncertainty. Thus, the less accurately the instrument works.

At Sigma Sensors we are able to measure uncertainty and accuracy. Our Lab2Go program allows you to remotely do so. Learn more about Lab2Go here!

ISO 17025;2017

We can calibrate anything with temperature! Our services are accredited by A2LA and ILAC. Here are some of the products we can calibrate:

  • Ovens
  • Freezers
  • Environmental enclosures
  • Oil and liquid baths
  • Thermometers
  • sensors
  • Temperature systems with meter/logger
  • Thermal chucks
  • Surfaces
  • Temperature wafers
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FROM ADVERSITY TO SUCCESS DURING CORONA: IT ALL STARTED IN A GARAGE – SIGMA SENSORS (TCL) GmbH ANNOUNCES ISO/IEC 17025:2017 ACCREDITATION AND INTRODUCES THERMAL CALIBRATION SYSTEM FOR SEMICONDUCTOR WAFER-TEST GLOBALLY.

Sigmaringen, Germany, May 18th, 2021: SIGMA SENSORS (sigma-sensors.com) announces the successful American Association for Laboratory Accreditation (A2LA) assessment for ISO/IEC 17025:2017 as an accredited Thermal Calibration Laboratory. This accreditation establishes the highest standard of technical competence, and ILAC recognizes globally through the mutual recognition arrangement.

After two years of dedicated research and product development, Sigma Sensors introduces its service capabilities to the global Semiconductor Industry, Research and Development Laboratories and wafer-test production floors worldwide for use during chip development and wafer production test.

Semiconductors, also known as computer chips, are the technology, innovation, and efficiency drivers of the 20th and 21st Centuries. They are critical in applications such as Personal Computing, telecommunication, e-mobility, artificial intelligence, automotive, data processing, aerospace, medical, and many others. The range of usage keeps expanding and enables activities from work at home to landing on Mars. A fundamental requirement in the development of these devices is the accurate measurement of all electrical parameters. As temperature influences all measurement parameters, there are global guidelines for quality measurement, which require accredited calibrations that are traceable to international standards whenever possible.

SIGMA SENSORS is a registered and active supplier to some of the worlds’ premier semiconductor companies in Europe and the US and provides ISO/IEC 17025:2017 accredited and ITS-90 traceable temperature wafers and temperature calibrations of both thermal chucks and temperature wafers. The temperature ranges from -60 °C to +200 °C with the best measurement uncertainty of <0.06K, k=2, the equivalent of accuracy ± 0.03 °C.

These services are available both in-person and remotely. A Narrow Band Industrial IoT / LTE / cloud-enabled solution facilitates reliable, efficient, and mobile operations on demand.  In doing so, the customer will not need to schedule downtime of the tool around the task to be accomplished. This flexibility translates into 24/7/365 availability, including the automated issuance of calibration certificates in a semi-automated environment.

SIGMA SENSORS (TCL) GmbH is a privately owned limited liability corporation established in Pfullendorf, Germany, in 2019. Sigma Sensors has field calibration capabilities in Europe, the US, and Southeast Asia.