Search academic texts

Information × Registration Number 0223U002337, 0122U001496 , R & D reports Title Intelligent system for studying the energy consumption of IoT modules popup.stage_title Head Sachenko Anatolii O., д.т.н. Registration Date 15-02-2023 Organization Western Ukrainian National University popup.description2 The object of research is the process of energy consumption when executing instructions, commands, programs and their fragments. The subject of the research is methods and means of accurate and noise-resistant study of the power consumption of IoT modules, as well as the execution of instructions, commands, programs and their fragments by a microcontroller, as well as the forecast of power consumption of those that have not been studied using neural networks. The aim of the project is to create a software and hardware framework for an intelligent system for studying the energy consumption of instructions, commands, and programs executed by a microcontroller as part of an IoT module or other MC-based device to ensure high accuracy and reliability of measurement results. Results and novelty: A method for measuring instantaneous current values for microprocessors is proposed. A study of the process of measuring the average power consumption of microcontrollers was carried out, it was shown that, due to the appropriate simplification of mathematical expressions, new methods of measuring the average power consumption of microcontrollers can be implemented, which will be characterized by a simplified measurement channel circuit and a method of automated measurement for this system. A measurement channel scheme for the average power consumption measurement system has been developed, where high accuracy and noise immunity are realized. The architecture of the system, which combines methods of measuring the average and instantaneous power consumption of the microcontroller as part of the IoT module, is proposed. The decision-making algorithm for automatic power consumption measurement and the algorithm of its operation are described. Product Description popup.authors Bodyanskiy Yevgen V. Zorii Nadiia M Kochan Volodymyr V Osolinskyy Oleksandr R Sachenko Svitlana I. popup.nrat_date 2023-02-15 Close