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Journal Article

Fuzzy-PID Speed Control of Diesel Engine Based on Load Estimation

2015-04-14
2015-01-1627
In order to improve the anti-disturbance performance of engine-load and the effect on speed control for the diesel engine, the paper presents the fuzzy-PID speed control strategy in the architecture of torque-based control. The engine-load estimation algorithm is designed based on the mean-value-model and crankshaft dynamics model, and the estimation precision is validated by engine test in both steady and dynamic conditions. Through the experiment verification of the diesel engine, the fuzzy-PID control strategy based on load estimation can significantly improve the anti-disturbance performance of engine-load in the speed control.
Technical Paper

Diesel Engine Torque Estimation Based on ENN

2015-04-14
2015-01-0232
In view of the requirements of torque-based engine control and coordinated control for hybrid powertrain systems during mode switching and shifting, engine torque needs to be known. A framework for torque generated model was established, and the influencing factors of engine effective torque were analyzed. Then steady and transient performance tests of DEUTZ 6V1015 diesel engine were designed in order to get sample data to train ENNs. By use of the trained ENNs the estimations of both steady and transient friction torque and indicated thermal efficiency were completed, results were: the estimation error of friction torque and indicated thermal efficiency was less than 5%. Then the complete torque generated model was established by embedding the trained ENNs, and the estimation of effective torque was done, results were: the estimation error was less than 5%.
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