Wu Li, Zhang Yi, Wang Fengxia, Ma Weiquan, Xie Tian, Huang Kama
College of Electronic and Information Engineering, Sichuan University, Chengdu 610065, China.
State Key Laboratory of Efficient Utilization for Low Grade Phosphate Rock and Its Associated Resources, Wengfu Group, Guiyang 550014, China.
Materials (Basel). 2019 Feb 22;12(4):665. doi: 10.3390/ma12040665.
Microwave-assisted sintering materials have been proven to deliver improvements in the mechanical and physicochemical properties of the materials, compared with conventional sintering methods. Accurate values of dielectric properties of materials under high temperatures are essential for microwave-assisted sintering. In view of this, this paper, proposes an on-line system to measure the high temperature dielectric properties of materials under microwave processing at a frequency of 2450 MHz. A custom-designed ridge waveguide is utilized, where samples are heated and measured simultaneously. An artificial neural network (ANN) trained with the corresponding simulation data is integrated into this system to reverse the permittivity of the measured materials. This whole system is tested at room temperature with different materials. Accuracies of measuring dielectric property with an error lower than 9% with respect to theoretical data have been achieved even for high loss media. The functionality of the dielectric measurement system has also been demonstrated by heating and measuring Macor and Duran ceramic glass samples up to 800 °C. All the preliminary experiments prove the feasibility of this system. It provides another method for dielectric property measurement and improves the understanding of the mechanism between microwave and media under high temperatures, which is helpful for optimizing the microwave-assisted sintering of materials.
与传统烧结方法相比,微波辅助烧结材料已被证明能改善材料的机械和物理化学性能。材料在高温下的准确介电性能值对于微波辅助烧结至关重要。鉴于此,本文提出一种在线系统,用于测量材料在2450 MHz频率微波处理下的高温介电性能。采用定制设计的脊形波导,在其中对样品进行加热和同时测量。将用相应模拟数据训练的人工神经网络(ANN)集成到该系统中,以反演被测材料的介电常数。整个系统在室温下用不同材料进行了测试。即使对于高损耗介质材料,测量介电性能的精度相对于理论数据的误差也低于9%。通过对Macor和Duran陶瓷玻璃样品加热并测量至800°C,也证明了介电测量系统的功能。所有初步实验都证明了该系统的可行性。它为介电性能测量提供了另一种方法,并增进了对高温下微波与介质之间作用机制的理解,这有助于优化材料的微波辅助烧结。