Journal of Intelligent Computing Rosen Vitanov and Krume Andreev 13 2 2022 https://doi.org/10.6025/jic/2022/13/2/41-47 https://www.dline.info/jic/fulltext/v13n2/jicv13n2_3.pdf More research has been conducted in improving the performance of elevator systems. It helps in improving the reliability, technology enhancement and prevention of malfunctions. We in this research have introduced the autonomous data collection model for measurement of movement indicators. It includes many indicators such as acceleration, magnetometer, temperature and distance of multiple sensor which leads to improvement. This work also incorporated wireless communication models power use and non-volatile memory. More research on remote data collection and local data networks using script-based algorithms are also given.