润滑与密封
潤滑與密封
윤활여밀봉
LUBRICATION ENGINEERING
2013年
1期
10-13
,共4页
超音速等离子喷涂%BP神经网络%摩擦磨损
超音速等離子噴塗%BP神經網絡%摩抆磨損
초음속등리자분도%BP신경망락%마찰마손
supersonic plasma spraying%BP neural network%friction wear
采用超音速等离子喷涂技术、激光表面微造型技术制备不同表面微造型的KF301/ WS 2复合润滑耐磨涂层,研究涂层在不同温度、表面造型和润滑剂含量下的摩擦磨损性能.利用BP神经网络技术建立涂层摩擦因数和磨损量与温度、表面微造型、润滑剂含量的非线性关系模型,得到的结果和试验结果吻合得较好.分析结果表明:当温度在300~600℃时,磨损量和摩擦因数随着温度的升高而增大,但增长较缓慢,而当温度在600~750℃时,摩擦量和摩擦因数随着温度升高增长较快;在同一温度和同一WS2含量的情况下,不同微造型面的摩擦磨损性能从高到低依次是凹坑、菱形、平行、断纹;温度相同和表面微造型相同时,WS 2质量分数为30%时的磨损性能要比WS 2质量分数为20%时稍好一些.
採用超音速等離子噴塗技術、激光錶麵微造型技術製備不同錶麵微造型的KF301/ WS 2複閤潤滑耐磨塗層,研究塗層在不同溫度、錶麵造型和潤滑劑含量下的摩抆磨損性能.利用BP神經網絡技術建立塗層摩抆因數和磨損量與溫度、錶麵微造型、潤滑劑含量的非線性關繫模型,得到的結果和試驗結果吻閤得較好.分析結果錶明:噹溫度在300~600℃時,磨損量和摩抆因數隨著溫度的升高而增大,但增長較緩慢,而噹溫度在600~750℃時,摩抆量和摩抆因數隨著溫度升高增長較快;在同一溫度和同一WS2含量的情況下,不同微造型麵的摩抆磨損性能從高到低依次是凹坑、蔆形、平行、斷紋;溫度相同和錶麵微造型相同時,WS 2質量分數為30%時的磨損性能要比WS 2質量分數為20%時稍好一些.
채용초음속등리자분도기술、격광표면미조형기술제비불동표면미조형적KF301/ WS 2복합윤활내마도층,연구도층재불동온도、표면조형화윤활제함량하적마찰마손성능.이용BP신경망락기술건립도층마찰인수화마손량여온도、표면미조형、윤활제함량적비선성관계모형,득도적결과화시험결과문합득교호.분석결과표명:당온도재300~600℃시,마손량화마찰인수수착온도적승고이증대,단증장교완만,이당온도재600~750℃시,마찰량화마찰인수수착온도승고증장교쾌;재동일온도화동일WS2함량적정황하,불동미조형면적마찰마손성능종고도저의차시요갱、릉형、평행、단문;온도상동화표면미조형상동시,WS 2질량분수위30%시적마손성능요비WS 2질량분수위20%시초호일사.
The KF301/WS2 complex lubricating wear-resisting coatings with different surface texturing structure were prepared by supersonic plasma spraying technologies and laser surface texturing technologies. The friction and wear proper-ties of the coatings were studied under the conditions of different temperatures,surface textures and content of lubricant. A nonlinear model of relationship of friction coefficient and wear rate with temperatures,surface textures and content of lubri-cant was set up by BP neural network technology. And the results obtained are in consistent with the test results. The analy-sis results indicate that when the temperature is between 300~600 ℃,wear mass loss and friction coefficient are increased along with the rising of temperature,but quite slow. Moreover when the temperature is between 600 ~750 ℃,wear mass loss and friction coefficient are increased quickly with the rising of temperature. At the same temperature and same content of WS2 ,the friction and wear properties of surfaces of different textures from high to low,in turn,is round pit,diamond, parallel and intermittence. At the same temperature and same texture surface,the wear properties of the coating containing 30%WS2 are a little better than those of the coating containing 20%WS2 .