不同熱處理連續爐用熱需求AI模型建立與分析

Building and Analysis of AI Model based on the heat demand of Solution Treatment Furnace

郭智維(Chih-Wei Kuo) ； 宋承翰(Cheng-Han Song) ； 劉子成(Zi-Cheng Liu) ； 陳彩蓉(Tsai-Jung Chen) ； 蔡建雄(Chien-Hsiung Tsai) ； 徐凱呈(Kai-Cheng Hsu)

《燃燒季刊》 108期 (2020/02) Pp. 43-59

https://doi.org/10.30041/CQ.202002_(108).0004

摘要

首先我們利用之前所開發的蓄熱分析軟體求得蓄熱室中預熱空氣出口溫度與廢氣入口溫度及空燃比之間關係。接著探討不同空燃比及預熱空氣溫度與NOx生成量的關係。由於實驗所使用的空燃比10.98，因此我們透過之前所開發的蓄熱分析軟體求得絕熱火焰溫度與蓄熱室預熱空氣出口溫度關係。我們將此關係選寫成UDF（User Defined Functions），利用fluent進行固溶化爐的空爐爐溫計算，我們利用爐內4點平均溫度與實驗溫度結果比較，探討結果差異並進行修正。最後將控制方式撰寫成UDF藉此控制燃燒噴嘴的開關讓爐溫能夠符合爐溫的目標溫度曲線。

關鍵字

計算流體力學 ； 工業爐

並列摘要

First, we used the thermal storage analysis software developed earlier to find the relationship between the preheated air outlet temperature, the exhaust gas inlet temperature, and the air-fuel ratio in the thermal storage chamber. Next, the relationship between different air-fuel ratios and pre-heated air temperature and the amount of NOx produced is investigated. Since the air-fuel ratio used in the experiment was 10.98, we obtained the relationship between the adiabatic flame temperature and the preheated air outlet temperature of the regenerator through the thermal storage analysis software developed previously. We write this relationship as UDF (User Defined Functions), and use fluent to calculate the empty furnace temperature of the solution furnace. We compare the average temperature of four specific points in the furnace with the experimental temperature results, discuss the differences in the results, and adjust our method. Finally, we write down our control method as UDF to control the opening and closing of the combustion nozzle such that the furnace temperature can meet the target temperature curve requirement of the furnace temperature.

並列關鍵字

Computational Fluid Dynamics ； Furnace