CAJ | 학술논문

研制一种通用型可降解工程机械油。结合工程机械实际使用工况，采用聚α-烯烃（PAO）与癸二酸二辛酯复合作为基础油，具有较好的可降解性；利用人工神经网络算法，有针对性地对多种功能添加剂进行筛选和预测，并采用遗传算法对配方进行优化。实际应用表明，研制的通用油可满足工程机械中相关系统使用性能要求。
연제일충통용형가강해공정궤계유。결합공정궤계실제사용공황，채용취α-희경（PAO）여계이산이신지복합작위기출유，구유교호적가강해성；이용인공신경망락산법，유침대성지대다충공능첨가제진행사선화예측，병채용유전산법대배방진행우화。실제응용표명，연제적통용유가만족공정궤계중상관계통사용성능요구。
A universal biodegradable engineering machinery oil was developed.Combining with the actual working con-dition of engineering machinery,the compound base oil of poly-α-olefin(PAO)and dioctyl sebacate was adopted,which has a better biodegradation.The multiple functional additives were screened and predicted with the artificial neural network al-gorithm,the genetic algorithm was adopted to optimize the formula.The developed universal oil can satisfy the performance requirement of the related systems of engineering machinery in the field test.