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On the occasion of the 50th anniversary of the accreditation of calibration laboratories on July 1, 2023 and the 30th anniversary of Cofrac on April 29, 2024, this article specifies the role of Cofrac within the organization of metrology in France. Created in 1994, Cofrac's mission is to demonstrate, in France and internationally, that the organizations it accredits are competent and impartial. Decree No. 2008-1401 makes Cofrac the sole national accreditation body.Accreditation concerns conformity assessment bodies including laboratories, inspection bodies and certification bodies. To date, 300 calibration laboratories are accredited.
Artificial intelligence (AI) is rapidly growing, questioning all audiences, individual, professional, academic. Rational and shared principles and practices to measure the performance and limits of intelligent systems have to be set up.A methodical approach that complies with the rules of metrology allows us to draw the broad outlines: metrics to carry out quantitative and repeatable performance measurements, physical and virtual testing environments to perform reproducible experiments that are representative of the real operating conditions of the AI being evaluated, and organizational tools (benchmarking, challenges, competitions) that meet the needs of the entire ecosystem.
This article lists the design principles of sensors of physical or mechanical quantities. It solely presents the most commonly used devises such as, for instance sensors of torque, force , weight, pressure, proximity, displacement, temperature and gas. This list is thus not exhaustive. This article finishes by presenting the new generation of sensors and in particular the smart sensors which integrate an internal calculation devise, a signal conditioning system, a communication interface and chemical sensors.
The first element in the chain of measurements, the sensor is meant to emit an electrical signal proportional to the physical quantity to be measured. Where mechanical variables require a prior transformation in order to become an electrical quantity the sensor includes a primary element and a sensing element. This article presents the definitions and the terminology of metrology as well as the terms related to the functioning conditions of a sensor. It then details the detection principles used to design sensors: variation in resistance, capacity, frequency, luminous flux, etc.
Given the growing scale of the use of statistics and the diversity of lT tools at the disposal of the Engineer, it seemed necessary to present in this article the most used functionalities in statistics in terms of key software features available, these being either ljcensed or free. Descriptive statistics, tests, variance analysis, regression analysis or principal components analysis are presented asexamples processed using Excel and XLSTAT software, SAS, J'Pin and R.
Due to their very small dimensions, optical fiber sensors possess numerous assets for bio-detection in very small volumes and can yield in situ measurements via remote operation systems. Through various implementations, plasmonic sensors have been widely developed in the past few years. They are obtained by associating a portion of the optical fiber made sensitive to the surrounding medium refractive index with a nanometric scale layer of gold. This article summarizes the physical principle of the generation of surface plasmon resonance at the metal-dielectric interface. It then focuses on the main configurations of fiber optic plasmonic-based biosensors. Finally, it presents some practical examples.
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