Engineering Optimization and Modeling Center, Reykjavik University, 102 Reykjavik, Iceland.
Faculty of Electronics, Telecommunications and Informatics, Gdansk University of Technology, 80-233 Gdansk, Poland.
Sensors (Basel). 2023 Jan 16;23(2):1044. doi: 10.3390/s23021044.
This paper presents the design, optimization, and calibration of multivariable resonators for microwave dielectric sensors. An optimization technique for the circular complementary split ring resonator (CC-SRR) and square complementary split ring resonator (SC-SRR) is presented to achieve the required transmission response in a precise manner. The optimized resonators are manufactured using a standard photolithographic technique and measured for fabrication tolerance. The fabricated sensor is presented for the high-resolution characterization of dielectric substrates and oil samples. A three-dimensional dielectric container is attached to the sensor and acts as a pool for the sample under test (SUT). In the presented technique, the dielectric substrates and oil samples can interact directly with the electromagnetic (EM) field emitted from the resonator. For the sake of sensor calibration, a relation between the relative permittivity of the dielectric samples and the resonant frequency of the sensor is established in the form of an inverse regression model. Comparisons with state-of-the-art sensors indicate the superiority of the presented design in terms of oil characterization reliability. The significant technical contributions of this work include the employment of the rigorous optimization of geometry parameters of the sensor, leading to its superior performance, and the development and application of the inverse-model-based calibration procedure.
本文提出了用于微波介电传感器的多变量谐振器的设计、优化和校准。提出了一种圆形互补分裂环谐振器 (CC-SRR) 和方形互补分裂环谐振器 (SC-SRR) 的优化技术,以精确实现所需的传输响应。优化后的谐振器使用标准光刻技术制造,并针对制造容差进行了测量。所制造的传感器用于对介电基板和油样进行高分辨率特性描述。三维介电容器附接到传感器上,并充当待测试样 (SUT) 的池。在提出的技术中,介电基板和油样可以与从谐振器发射的电磁 (EM) 场直接相互作用。为了进行传感器校准,以逆回归模型的形式建立了介电样品的相对介电常数与传感器的谐振频率之间的关系。与最先进的传感器进行比较表明,就油特性描述可靠性而言,所提出的设计具有优越性。这项工作的重要技术贡献包括对传感器几何参数进行严格优化,从而提高其性能,以及开发和应用基于逆模型的校准程序。