Combined ANFIS Method and Internet of Things (IoT) to Control and Supervise The Outdoor Panels Condition

Abstract

This paper addressed the monitoring and control of a system in real time using Adaptive Neuro-Fuzzy Inference System (ANFIS) method. In real plant an outdoor panelisan important thing that must be controlled and supervised. Internet of Things (IoT) is a kind of platform to establish a network of different sensors/actuators through internet. Communication and control through secure and fast way is possible from anywhere around the world is through the use of it. It is very helpful in improving the data storage and analysis as third party interference. This paper focused on the technology improvement of the panel; IoT architecture fundamentals and advantages; application and integration of “panel” & “IoT”; and Monitoring and control condition about the panel with a single platform using mobile phone (android). The ANFIS method is used to control the fan process speed. This ANFIS model has a minimum RMSE of 0.00078182to 100 times epochs.The panel improvement is achieved using Adaptive Neuro-Fuzzy Interface System (ANFIS) and expected to make a better panel system and make it more efficient.