Voltage Drop Calculator for Street Lighting
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Voltage drop calculator for street lights. Works with Excel 365. Get file by downloading presentation. Open object presentation. Click 'Enable Content'. Right click over object for "Package Shell Object"->"Activate Content"->Press "OPEN" button to see VDROP folder. Open folder for the files. This is provided "AS IS" with no warranty or guarantees or liability.It is accurate, but make sure to check with your standards to be sure.
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Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
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Voltage Drop Calculator for Street Lighting
- 1. Voltage Drop Calculator for Street Lights. Press a button to select a sheet. If opening for the first time, disable the read only with the Options button to use. Though in Excel 97, this sheet did work with Excel 2007 without any changes. There is Excel VB code used to activate the buttons and other functions.
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