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Economic data analytic AI technique on IoT edge devices for health monitoring of agriculture machines
Gupta, Neeraj; Khosravy, Mahdi; Patel, Nilesh; Dey, Nilanjan; Gupta, Saurabh; Darbari, Hemant; González-Crespo, Rubén (Applied Sciences, 07/2020)In the era of Internet of things (IoT), network Connection of an enormous number of agriculture machines and service centers is an expectation. However, it will be with a generation of massive volume of data, thus overwhelming ... -
Economic IoT strategy: the future technology for health monitoring and diagnostic of agriculture vehicles
Gupta, Neeraj; Gupta, Saurabh; Khosravy, Mahdi; Dey, Nilanjan; Joshi, Nisheeth; González-Crespo, Rubén; Patel, Nilesh (Journal of intelligent manufacturing, 2022)Today’s Agriculture vehicles (AgV)s are expected to encompass mainly the three requirements of customers; economy, the use of High technology and reliability. In this manuscript, we investigate the technology solution for ... -
Lightweight Computational Intelligence for IoT Health Monitoring of Off-Road Vehicles: Enhanced Selection Log-Scaled Mutation GA Structured ANN
Gupta, Neeraj; Khosravy, Mahdi; Patel, Nilesh; Dey, Nilanjan; González-Crespo, Rubén (IEEE Computer Society, 2022)Smart monitoring of off-road vehicles is cursed by their complex and expensive IoT sensors technologies. High dependence on the cloud/fog computation, availability of the network, and expert knowledge make it handicap in ...