@article{GENERAL,
      author = {Ma, C and Song, E and Zhao, G and Yao, C},
      url = {http://library.imarest.org/record/7606},
      journal = {Conference Proceedings of INEC},
      title = {Study on Intelligent Speed Control Algorithm for Diesel  Engine},
      abstract = {In this paper, two types of intelligent controllers are  designed based on the RBF neural network algorithm and  active disturbance rejection control (ADRC) technology to  solve the problem that the dynamic speed is difficult to  control for diesel engine. In order to verify the speed  regulation performance of the intelligent control system a  mean value modeling (MVM) of D6114 generation diesel engine  was established for off-line simulation, and the above two  intelligent algorithms were compared with PID. The results  show that the ADRC has a relatively small overshoot and  quick dynamic response for diesel engine speed control.  Radial basis function (RBF) intelligent algorithm can  real-timely optimize the control parameters and has good  adaptability in speed control, the transient rate decreased  by 1.6% and stable time is shortened by 1.46s compared with  common PID algorithm. The control performance under  condition of start-up, idle speed and mutation load is  compared. The results show that RBF neural network  controller has good learning and adaptive capabilities for  speed control of diesel engine. It can balance the  stability at different speed and output of large rack  displacement in a short time when the load changes to  reduce the influence of load change on the rotational  speed. For ADRC controller, it maintains good effect when  the nonlinearity in the system increases. Improvement of  PID using TD has fast response at startup and under  disturbances. With NLSEF and ESO, NLSEF can automatically  adjust the output according to the speed deviation to  reduce interference while ESO can correct the control  amount to improve the control effect of load change.},
      number = {GENERAL},
      recid = {7606},
      address = {2018-10-03},
}