Each year, floods cause devastation around the globe because villages cannot afford to take preventative measures. Current flood detection systems can cost over $1 million, which is far too expensive for many communities. Could the Internet of Things (IoT) protect developing areas of the world from catastrophic flooding? The answer is a possible yes.

ANN FOR FLOOD FORECASTING

This system would use artificial neural networks and a wireless sensor network connected with the IoT to predict the probability of flooding. Most importantly, their model would cost less than $1,000 per unit, making it reasonable for any town to better protect the homes and lives of its people from flooding.


The researchers designed a modified mesh system for the wireless sensors that would be more economical. This mesh network topology is more energy-efficient than other layouts because the sensors relay data along other sensors to connect to the central node. This requires less power than having each sensor transmit to the central node directly. Additionally, the mesh design provides alternate routes between sensors, creating a backup route if one fails, so fewer sensors are required compared to other ANN services.

Rather than implementing a typical statistical model, the researchers used an artificial neural network for processing data. In existing flood detection, statistical methods need various data to be calculated with high accuracy over a long period of time. As a result, they aren’t as adaptable as artificial neural networks. Furthermore, due to their computer algorithm structure and the availability of open-source code, artificial neural networks are also easier to implement.

ANN providers know that the ANN services become more accurate as it receives more data. Therefore, when the network receives past flood levels, it adjusts the value it places on each parameter until it matches the water level of previous floods. Eventually, the network recognizes the pattern by weighing the various parameters and then is able to correctly predict a flood’s water level.


Apart from Flood forecasting, there are many other applications of ANN that have allowed businesses to be much more efficient and productive. ANN service providers in UAE like Alpha Data know how important it is for businesses to be market competitive and hence have all the features that are the modern requirement of businesses so get the suitable ANN service providers in Dubai or wherever you need it, now!