Title :
Intelligent control of diesel generators using gain-scheduling: Based on online external-load estimation
Author :
Mai, Christian ; Jepsen, Kasper ; Zhenyu Yang ; Hansen, Leif ; Madsen, Kjeld K.
Author_Institution :
Dept. of Energy Technol., Aalborg Univ., Esbjerg, Denmark
Abstract :
The development of an intelligent control solution for a wide range of diesel generators is discussed. Compared with most existing solutions, the advantages of the proposed solution lie in two folds: (i) The proposed control has the plug-and-play capability which is reflected by an automatic recognition procedure when it is plugged into a specific diesel generator, such that some extensive manual-tuning of the installed controller can be significantly reduced; (ii) The proposed control has an real-time adaptability by using the online external load estimation, such that the integrated system can keep a consistent performance for a wide range of operating conditions. Technically, a general nonlinear dynamic model is firstly developed based on fundamental principles of diesel generators. Then, the system parameters of this model can be identified experimentally or partially retrieved from the data-sheet for a specific unit. By combining an online external-load estimation with this specific units model, finally an intelligent control using the online gain scheduling strategy is proposed. The proposed solution is verified and analyzed based on a lab-sized emulator of a diesel generator, where a controlled AC-motor is employed to emulate a diesel engine. The testing results clearly show that the proposed control solution can lead to a better overall system performance than most existing solutions do, especially subject to widely diverse operating conditions.
Keywords :
diesel engines; diesel-electric generators; intelligent control; power generation control; power generation scheduling; automatic recognition procedure; controlled AC-motor; diesel engine emulation; extensive manual-tuning; fundamental principles; general nonlinear dynamic model; integrated system; intelligent control solution; lab-sized emulator; online external-load estimation; online gain-scheduling strategy; plug-and-play capability; real-time adaptability; specific diesel generator; specific unit model; Estimation; Frequency control; Generators; Load modeling; Mathematical model; Torque; Voltage control; gain scheduling; intelligent control; load estimation; mathematical modeling;
Conference_Titel :
Electronics and Application Conference and Exposition (PEAC), 2014 International
Conference_Location :
Shanghai
DOI :
10.1109/PEAC.2014.7037990