{"title":"Enhanced design optimization of micro-thermoelectric cooler in optical module","authors":"Yutian Liu, Dongwang Yang, Kechen Tang, Jianan Lyu, Zinan Zhang, Chenyang Li, Yu Zheng, YongZhong Jia, Junhao Li, Yonggao Yan","doi":"10.1016/j.solidstatesciences.2025.107829","DOIUrl":null,"url":null,"abstract":"<div><div>Optical modules serve as crucial components for converting signals between optical and electrical forms in high-speed communication and sensing systems, with their performance dependent on precise temperature control. Thermoelectric devices (TED) provide a solution utilizing the Peltier effect and their efficiency is constrained by the design of their geometric structure. However, while traditional research methods have shown some effectiveness in optimizing the size of single-stage thermoelectric coolers, they may face the trap of local optimal solutions when dealing with complex multi-variable and multi-objective optimization problems, and the search efficiency for global optimal solutions is relatively low. The primary focus of this study is the utilization of thermoelectric devices in 5G/6G optical modules, employing finite element numerical simulation methods to deeply analyze the impact of different geometric parameters (leg height <em>l</em>, leg width <em>w</em>, number of leg pairs <em>p</em><sub>d</sub>) and environmental parameters (ambient temperature <em>T</em><sub>m</sub>, cooling capacity <em>Q</em><sub>c</sub>) on the performance of the devices. To enhance the efficiency of choosing optimal device parameters and meet various performance criteria, a proposed multi-objective optimization strategy is employed. Under the condition of <em>T</em><sub>m</sub> = 90 °C and <em>Q</em><sub>c</sub> = 1 W, the optimal device geometry is as follows<em>: p</em><sub>d</sub> = 224 legs/cm<sup>2</sup>, <em>w</em> = 0.5 mm, <em>l</em> = 0.8 mm, and <em>P</em><sub>min</sub> = 1.5 W<em>.</em> Under the condition of <em>T</em><sub>m</sub> = 90 °C and <em>Q</em><sub>c</sub> = 1.5 W, the optimal device geometry is as follows: <em>p</em><sub>d</sub> = 224 legs/cm<sup>2</sup>, <em>w</em> = 0.5 mm, <em>l</em> = 0.5 mm<em>,</em> and <em>P</em><sub>min</sub> = 2.42 W.</div></div>","PeriodicalId":432,"journal":{"name":"Solid State Sciences","volume":"160 ","pages":"Article 107829"},"PeriodicalIF":3.3000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Solid State Sciences","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S129325582500007X","RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/11 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"CHEMISTRY, INORGANIC & NUCLEAR","Score":null,"Total":0}
引用次数: 0
Abstract
Optical modules serve as crucial components for converting signals between optical and electrical forms in high-speed communication and sensing systems, with their performance dependent on precise temperature control. Thermoelectric devices (TED) provide a solution utilizing the Peltier effect and their efficiency is constrained by the design of their geometric structure. However, while traditional research methods have shown some effectiveness in optimizing the size of single-stage thermoelectric coolers, they may face the trap of local optimal solutions when dealing with complex multi-variable and multi-objective optimization problems, and the search efficiency for global optimal solutions is relatively low. The primary focus of this study is the utilization of thermoelectric devices in 5G/6G optical modules, employing finite element numerical simulation methods to deeply analyze the impact of different geometric parameters (leg height l, leg width w, number of leg pairs pd) and environmental parameters (ambient temperature Tm, cooling capacity Qc) on the performance of the devices. To enhance the efficiency of choosing optimal device parameters and meet various performance criteria, a proposed multi-objective optimization strategy is employed. Under the condition of Tm = 90 °C and Qc = 1 W, the optimal device geometry is as follows: pd = 224 legs/cm2, w = 0.5 mm, l = 0.8 mm, and Pmin = 1.5 W. Under the condition of Tm = 90 °C and Qc = 1.5 W, the optimal device geometry is as follows: pd = 224 legs/cm2, w = 0.5 mm, l = 0.5 mm, and Pmin = 2.42 W.
在高速通信和传感系统中,光模块是光和电形式之间转换信号的关键部件,其性能取决于精确的温度控制。热电器件(TED)提供了一种利用珀尔帖效应的解决方案,其效率受到其几何结构设计的限制。然而,传统的研究方法虽然在单级热电冷却器尺寸优化方面显示出一定的有效性,但在处理复杂的多变量、多目标优化问题时,可能会陷入局部最优解的陷阱,对全局最优解的搜索效率相对较低。本研究的主要重点是热电器件在5G/6G光模块中的应用,采用有限元数值模拟的方法深入分析了不同几何参数(支腿高度l、支腿宽度w、支腿对数pd)和环境参数(环境温度Tm、制冷量Qc)对器件性能的影响。为了提高器件参数的优化选择效率并满足各种性能要求,提出了一种多目标优化策略。在Tm = 90℃,Qc = 1 W的条件下,器件的最佳几何形状为:pd = 224支腿/cm2, W = 0.5 mm, l = 0.8 mm, Pmin = 1.5 W。在Tm = 90℃,Qc = 1.5 W的条件下,器件的最佳几何形状为:pd = 224支腿/cm2, W = 0.5 mm, l = 0.5 mm, Pmin = 2.42 W。
期刊介绍:
Solid State Sciences is the journal for researchers from the broad solid state chemistry and physics community. It publishes key articles on all aspects of solid state synthesis, structure-property relationships, theory and functionalities, in relation with experiments.
Key topics for stand-alone papers and special issues:
-Novel ways of synthesis, inorganic functional materials, including porous and glassy materials, hybrid organic-inorganic compounds and nanomaterials
-Physical properties, emphasizing but not limited to the electrical, magnetical and optical features
-Materials related to information technology and energy and environmental sciences.
The journal publishes feature articles from experts in the field upon invitation.
Solid State Sciences - your gateway to energy-related materials.