Artificial neural network for flood forecasting
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!
Car spa - what your car needs.
If a car wash is a quick shower, then an auto detailing service is like a day at the spa. Auto recon businesses give vehicles the professional, hands-on treatment that restores them to like-new condition. And it’s for this reason that some auto recon businesses refer to themselves as “car spas”.
For car owners hoping to give their vehicle the VIP treatment, a day at the car spa could be just what they’re looking for. For auto recon businesses, using the term “car wash service” can be a great way of giving prospective customers a clear indication of the type of service they can expect.
Read on below for a breakdown of some of the service offerings that the ultimate car spa day might include.
Detailing
Car detailing can include interior and exterior cleaning of a vehicle to like-new condition. Sometimes a detail will include light cosmetic touch-ups, but the process normally does not include paintwork or body repair.
Paintless Dent Repair (PDR)
A trained technician performs paintless dent repair (PDR) to quickly remove any dents or scratches on the vehicle. Unlike somebody shop repairs, PDR does not just hide the damage, it actually fixes it. Whether the vehicle has been dented by hail or dinged by another car, PDR repairs the paintwork to its original condition. Some auto spas can offer the same service for motorcycles as well.
Bumper Repair
It might be called a bumper, but that doesn’t mean it should have unsightly bumps, dents, or scratches. As an alternative to replacing the entire plastic bumper, some auto spas offer bumper repair. Although this type of repair work must be carried out by a specially-trained professional, it’s a faster and cheaper option than a replacement.
Auto Glass Repair
Damage to windshields and mirrors is one of the most common problems for car owners. It not only looks bad, but it can also quickly become a far bigger (and more expensive) hazard. A car spa can easily repair auto glass damage so that its customers can avoid having to replace their windshields.
Odor Removal
A vehicle that looks new should smell great too. Even after a full car detailing service, bad smells can linger and an air freshener only masks them. At the car spa, the interior can be treated with a chemical-free cleaning option that removes odors, so that it smells fresh and clean.
The Bottom Line
There are many factors that come into play when opening a car spa business, but the selection of service offerings and how those will be promoted should be considered from the get-go. For entrepreneurs who are unsure of whether to call their business a car spa, it comes down to the services on offer and the brand vision. Effective branding can differentiate you from your competitors and ensure that your business resonates with your customers and potential customers.