应用模糊辨识方法对马氏体不锈钢马氏体相变温度(Ms)进行预测.该方法是基于模糊聚类对输入变量进行有效模糊划分,并通过递推最小二乘辨识模糊模型的结论参数.根据收集和整理的实验数据,建立了马氏体不锈钢的化学成分与Ms温度之间的模糊模型.与经验公式相比,模糊模型显示了较高的预测精度,平均误差仅有2.28℃.
参考文献
| [1] | 徐祖耀.马氏体相变与马氏体[M].北京:科学出版社,1999:1-39. |
| [2] | Payson P;Savage C H .Martensite reactions in alloy steels[J].Transactions ASM,1944,33:261-280. |
| [3] | Carapella L A .Computing A" or Ms(transformation temperature on quenching)form analysis[J].Metal Progress,1944,46:108-108. |
| [4] | Rowland E S;Lyle S L .The application of Ms points case depth measurement[J].Transactions ASM,1946,37:27-47. |
| [5] | Grange R A;Stewart H M .The temperature range of martensite formation[J].Transactions AIME,1946,167:467-501. |
| [6] | Steven W;Haynes A G .The temperature formation of martensite and bainite in low-alloy steels some effects of chemical composition[J].JISI,1956,183(04):349-359. |
| [7] | Andrews K W .Empirical formulae for calculation of some transformation temperatures[J].JISI,1965,203(06):721-727. |
| [8] | Helmut Finkler;Manfred Schirra .Transformation behaviour of the high temperature martensitic steels with 8 -14% chromium[J].Steel Research,1996(8):328-342. |
| [9] | 刘澄 .新型石油钻井钢丝绳用钢20Mn<,2>WNbB的研究[D].哈尔滨工业大学,1998. |
| [10] | 李智超;刘鹏砚;王明罡 .Ms点的碳当量计算法[J].辽宁工程技术大学学报（自然科学版）,1998,17(03):293-295. |
| [11] | Liu Cheng;Zhao Zenbo;Northwood Derek O .A new empirical formula for the calculation of Ms temperatures in pure iron and super-low alloy[J].Journal of Materials Processing Technology,2001,113:556-562. |
| [12] | 中川英樹;宫崎亨 .マルテンサイト系ステンレス鋼におけるMs点予测モデルの妥当性に關する實驗的( )證[J].铁と钢(日本),1999,85(03):49-54. |
| [13] | KUNG C Y;Rayment J J .An examination of the validity of existing empirical formulae for the calculation of Ms temperature[J].Metallurgical and Materials Transactions,1982,130(02):328-331. |
| [14] | 王士同.模糊系统、模糊神经网络应用程序设计[M].上海:上海科学技术文献出版社 |
| [15] | Tawfuq Al-Saba;Ibrahim EI-Amin .Artificial neural networks as applied tolong-time demand forecasting[J].Artificial Intelligence in Engineering,1999,13:189-197. |
| [16] | Yoshinari Y .Construction of fuzzy models through clustering techniques[J].Fuzzy Sets and Systems,1993,54:157-165. |
| [17] | Mastorocostas PA.;Kiartzis SJ.;Bakirtzis AG.;Theocharis JB. .A hybrid fuzzy modeling method for short-term load forecasting[J].Mathematics and computers in simulation,2000(3/4):221-232. |
| [18] | 林慧国;付代直.钢的奥氏体转变曲线-原理、测试及应用[M].北京:机械工业出版社,1988:435-874. |
| [19] | 杨克功.钢的等温转变曲线[M].哈尔滨:黑龙江人民出版社,1981:89-370. |
上一张
下一张
上一张
下一张
计量
- 下载量()
- 访问量()
文章评分
- 您的评分：
-
10%
-
20%
-
30%
-
40%
-
50%