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Detection System

Why detect the algae?

To make our robot fully autonomous and yet efficient, it needed a way to locate algae. While we first considered making it with technology similar to a Roomba vacuum, in which it skims every part of the waterway and only changes direction when it senses an edge, we realized that this method would be highly inefficient. Though Cyanobacteria can come to colonize the entire surface of a pond, this is unlikely in large waterways. According to the USGS, in Lake Okeechobee, of which we did the most research, 10% of the lake's surface contains about 90% of its total Cyanobacterial mass (Environmental Health Program). We needed our robot to target this 10% and not waste time and energy where Cyanobacteria were not present. Additionally, controlling all Cyanobacteria is almost impossible. However, our mentor Rudolph Behrens advised us to target the bloom. While cyanobacteria are naturally present and necessary in all aquatic ecosystems, it is the blooms that cause the most harm. Therefore, we needed a detection system that would target blooms and not waste time and energy skimming areas where Cyanobacteria was not present in large enough numbers to cause any real harm. 

    

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To accomplish this task, we decided to use photosensors which are sensors of light. We could effectively use the sensor to detect the frequencies of light in algae reproduction. More specifically, phycocyanin is a pigment in algae that absorbs and reflects light. The pigment can be identified by its ‘optical signature,’ which is based on the complex relationship between light absorption and reflectance. Another method we were considering was the use of NASA glasses to convert anything the robot would see into a grayscale. The robot would then only have to detect shades of gray, the lightest being for where the algae is. However, we deemed this method too inaccurate because other items could easily be mistaken if it is solely based on a color scale. 

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Nj

© 2022 by Robots 4 Clean Water. 

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