mplementation of Extreme Learning Machine for Water Quality Control in Vannamei Shrimp Ponds

The application of science and technology knowledge is crucial in supporting the Indonesian Government's program to increase production Litopenaesus Vannamei shrimp. This research collaborates with shrimp pond farmers develop that supports cultivation vaname water quality affect harvest results, parameters such as pH, dissolved oxygen (DO), alkalinity, salinity, temperature should be monitored adjusted if exceed predetermined limits. We have developed an Extreme Learning Machine-based management system tailored geographic conditions Indonesia. tool uses sensors read data from water, which then processed by a microcontroller displayed web-based information system. helps determine condition it accordingly. Based on experimental result error dari training adalah 0.0001 dan pada testing yaitu sebesar 0.1851, can seen Machine has good performance for this research.