Title : 
Parameters measurment of marine power system based on multi-sensors data fusion theory
         
        
            Author : 
Jianxin, Chu ; Wei, Gu ; Hui, Huang
         
        
            Author_Institution : 
Marine Technol. & Control Eng. Key Lab., Shanghai Maritime Univ., Shanghai, China
         
        
        
        
        
            Abstract : 
The marine power system parameters, such as voltage, current, frequency and so on, are measured directly by single-sensor, whose accuracy, stability and reliability is lower. A new parameters measurment method of marine power system is proposed, which is synchronous sampling and distributed data fusion based on the optimal state estimation and the multi-sensor data fusion theory. Parameters measurment state model of marine power system is established, and the parameters are synchronously sampled by multi-sensor. The single-sensor measuring data is optimal estimated the by the Kalman filter, and the multi-sensor data is estimated globally. The simulation test shows that the new parameters measurment method based on multi-sensor data fusion has more accuracy and stability than direct measurment method with single-sensor.
         
        
            Keywords : 
marine power systems; power system measurement; sensor fusion; sensors; Kalman filter; distributed data fusion; marine power system parameter; multisensors data fusion theory; optimal state estimation; parameters measurement state model; reliability; single-sensor measuring data; stability; synchronous sampling; Current measurement; Distributed databases; Monitoring; Power measurement; Power system stability; State estimation; Voltage measurement; data fusion; kalman filter; marine power; parameters monitoring;
         
        
        
        
            Conference_Titel : 
Information, Communications and Signal Processing (ICICS) 2011 8th International Conference on
         
        
            Conference_Location : 
Singapore
         
        
            Print_ISBN : 
978-1-4577-0029-3
         
        
        
            DOI : 
10.1109/ICICS.2011.6173622