A Multisource Signal-Conditioned Fiber Optic Sensing System for Microwave Temperature Acquisition and Prediction

• Published in: IEEE transactions on instrumentation and measurement Vol. 74; pp. 1 - 12
• Main Authors: Meng, Chenyang, Hao, Kuangrong, Cheng, Yan, Xu, Jinhai, Zhu, Xiuli
• Format: Journal Article
• Language: English
• Published: New York IEEE 2025; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Accuracy; Algorithms; Automatic temperature control algorithm; Brain; brain inspiration; Control algorithms; Data acquisition; Data collection; Data processing; Data structures; Electromagnetic heating; fiber optic temperature sensing system; Fiber optics; Heating; Heating systems; Microwave heating; Microwave measurement; Microwave ovens; multisensor data; Optical fibers; Prediction algorithms; Predictive control; Sensor arrays; Sensors; Standing waves; Temperature; Temperature control; Temperature distribution; Temperature measurement; Temperature sensors; temperature time series data prediction
• ISSN: 0018-9456; 1557-9662
• DOI: 10.1109/TIM.2025.3527547

Due to the existence of electromagnetic standing waves, uniform heating and accurate temperature data collection during microwave cooking have always been a challenge. This article presents a multisource temperature data acquisition system for microwave heating environments and introduces a brain-in...