Sensors, ML and AI for Real World Applications

Accurate measurement of real time environmental parameters with smart sensors along with application of artificial intelligence (AI) and machine learning (ML) will open incredible opportunities in many fields. Application of AI and ML on data that is not genuine will provide very limited useful information. The current gaps are surrounding the application of ML and AI on data in which the sources are not properly known or verifiable in many cases. The proposed combo-sensor will bridge the gap by exploring the real strength of AI and ML while it is applied in combination with sensors which are fabricated for real time measurement of health, the environment and many other parameters of interest. A few typical sensors based applications are considered in which the combo-sensor has derived important parameters within the working environments and provide very useful information.