Research on the Determination of Dust Accumulation in Photovoltaic Panels Based on Image Recognition
Photovoltaic panels work in outdoor environments for a long time,and the deposition of dust,particulate matter,industrial emissions,etc.in the atmosphere can cause serious dust accumulation in photovoltaic panels.The accumulation of dust on photovoltaic panels not only affects their power generation efficiency,but also seriously affects the service life of photovoltaic panels,and even causes damage to them.The article introduces the causes of dust accumulation on photovoltaic panels and its impact on photovoltaic systems.It analyzes the principles and methods of image recognition technology in detecting dust accumulation on photovoltaic panels and proposes an image processing algorithm based on deep learning to achieve efficient and accurate dust accumulation detection.
photovoltaic power generationdeep learningdust accumulation on photovoltaic panelsimage recognition
NETL
NSTL
万方数据
