In this paper, we present a dynamic calibration method for FBG sensor temperature measurement, utilizing the online sequential extreme learning machine (OS-ELM). Temperature calibration by definition is a method of collecting data at. Abstract This paper presents a field guide to nonlinear calibration of Fiber Bragg Gratings (FBG1,2) for temperature sensors with a wide temperature range. The process starts with the inscription of a FBG in the fiber, followed by spectral characterization, transducer prototype development, laboratory optical setup, and the development of.