This Printed circuit board(PCBs) flaws are identified and detected using artificial intelligence. The necessity for effective and precise inspection procedures in the production of electronic devices ...is a result of the rising demand for high-quality electronic products. The suggested technique makes use of a deep learning model that was trained on digital microscope pictures of PCBs. The AI model can reliably recognize different components on the PCB and find any flaws, including broken trace lines, missing components, and improper component placement. With an average precision of 99.6% for component identification and an average precision of 98.7% for defect detection, the results demonstrate that the AI model performs with a high degree of accuracy. The effectiveness and dependability of PCB inspection and quality control processes can be greatly increased by putting this strategy into practice
PCB (Printed Circuit Board) designing has been an integral part of almost all hardware projects since ages. Personalizing a PCB layout for an electrical circuit is the ultimate aim of an electrical ...and electronics engineer working on a project application in any practical scenario. PCB also has a significance while commercializing our design as a product in the market. This paper works through the KiCAD's PCB design of the gate drive circuits used in power electronic converters.
Ionizing radiations have hazardous health effects upon human beings. Different types of cancers and genetic mutations may arise from the overexposure to ionizing radiations like alpha-particles, ...beta-particles, gamma-rays, x-rays etc. For this reason, it is necessary to measure the background radiation of each place and that can be done by a Geiger Muller (GM) counter. This paper describes the development of a Geiger Mueller counter with ESP32 microcontroller and also a user-friendly dashboard with Node-RED. A microcontroller electronic circuit for the monitoring radiation system with an operation algorithm with micropython programming language is developed.
