MAN Yaqin1. Application of Image Recognition Technology to Judgement for Operation Condition and Monitoring Signals of Hydropower Unit[J]. 2022, 45(1): 62-65.
MAN Yaqin1. Application of Image Recognition Technology to Judgement for Operation Condition and Monitoring Signals of Hydropower Unit[J]. 2022, 45(1): 62-65.DOI:
A hydropower station is always characterized by manual work involved in reading the indicators of digital input (DI) board
monitoring images
event lists and alarm apparatus to ensure the validity of the unit
which costs a lot of time and may ignore something by the staff. So the application of image recognition technology is proposed in reading the indicators of DI board. The signal location list is created automatically in image recognition
while the algorithms of image processing
such as template matching
dynamic programming
geometrical positioning and area selection
are integrated into a mobile APP. By taking photographs and recognizing the images
this APP can enable the user to read the indicators of DI board and output the result immediately at any time with an accuracy above 98%. According to the results
the staff can quickly know the validity of signal locations
and then inspect the locations purposefully. It is a great improvement in working efficiency
especially for the initiation of a new hydropower station or the maintenance of a running one. At the same time
the proposed image processing algorithm can be extended to more intelligent recognition applications of indicator lights and instruments in industrial scenes.