Machine learning based recirculating aquaculture monitoring system
A technology of recirculating aquaculture and machine learning, which is applied in the field of machine learning, can solve problems such as difficult to meet the breeding requirements of aquaculture products, and achieve the effect of easy management
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Embodiment 1
[0042] Machine learning based recirculating aquaculture monitoring system, as attached figure 1 As shown, it includes a server, as well as a water quality monitoring component, an image acquisition module and a water quality adjustment component arranged in the breeding pond. The water quality monitoring components include one or more of pH meter, ammonia nitrogen sensor, dissolved oxygen sensor, residual chlorine sensor, chlorophyll sensor, suspended solids sensor, temperature measurement sensor, and nitrate nitrogen sensor. It is required to select a sensor. In this embodiment, the water quality monitoring component includes a pH value measuring instrument, an ammonia nitrogen sensor and a dissolved oxygen sensor, and the corresponding water quality parameters include pH value, ammonia nitrogen concentration and dissolved oxygen concentration. The image acquisition module is an existing underwater camera.
[0043] The water quality monitoring component is used to collect wate...
Embodiment 2
[0049] When the water quality parameters do not meet the standard parameter range, it is usually considered that there is a problem with the aquaculture water body, so the aquaculture water body will be replaced. However, the replacement of the aquaculture water body involves many links, which is easy to cause disturbance to the aquaculture products. At the same time, it will cost money at this stage. Replace the water body over a longer period of time. However, in fact, water quality parameters that do not meet the standard parameter range may also be caused by other reasons, such as damage to the water quality monitoring sensor or abnormal monitoring.
[0050] Therefore, the difference between this embodiment and the first embodiment is that: figure 2 As shown, it also includes a control terminal arranged in the breeding pond, and the server also includes a control judgment module, a delay monitoring module and a model control module.
[0051] In this embodiment, the contr...
Embodiment 3
[0059] The difference between this embodiment and the second embodiment is that the control terminal is different.
[0060] as attached image 3 , attached Figure 4 As shown, there is aquaculture water body in the culture pond, one end of the culture pond is provided with a water inlet, and the other end is provided with a water outlet. In this embodiment, the control terminal includes a blocking plate 1 and a telescopic mechanism. The blocking plate 1 is fixedly connected to the bottom and both sides of the aquaculture pond. The blocking plate 1 is used to separate the aquaculture water body into an inlet water body and an outlet water body along the flow direction of the aquaculture water body. The water body, that is, the aquaculture water body on one side close to the water inlet is the inflow water body, the aquaculture water body on the other side is the effluent water body, and the effluent water body is the environment for the growth of aquaculture products. The baf...
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