Application of Big Data in Automotive Industry

Industry projections reveal that by 2015 the automotive industry will become the 2nd largest generator of data from proliferating sources; that includes sensor signals, GPS based navigation logs, ad-hoc network based in-car data, registration & license records, warranty & insurance claim databases, etc. Harnessing this astounding quantity, variety, velocity & veracity of data instigates manifold applications and areas of focus for key stakeholders of the automotive industry.

Designers, OEMs and ancillary manufacturers can enhance ruggedness, efficiency, longevity, features, security, theft prevention measures of vehicles & spare parts in alignment with inputs from the big data analytics of engineering parameters, routes & driving habits, cabin preferences, communication media usages, service reports, to name a few – thus living up to the dramatic shifts in expectation and experience of customers. Car dealers can revamp their balance-sheets by maintaining a perfect synchronization between value-cum-supply chain management, inventory management, aftermarket service, proper warranty coverage policies and reminders.

Commercial fleet managers, tax authorities, traffic controllers, insurance agencies and State/ Local Governments will be able to address a wide array of common and exclusive concerns by adopting surprising revelations of data crunching techniques. Of particular importance is a proxy model that can standardize several compatible issues like monitoring of load, over-the-road taxes, emission levels, route optimization, traffic rule violation & diversion, assessment of idle time, multiple driver scenarios, accident prone situations and individuals, fraud and theft detection & reporting- all of these in a real-time scenario leading to annunciation and predictive automatic prevention. A special case for study is that of tax evasion by citizens after earning easy cash for scrap cars, by determining the likelihood of selling his car within a certain span of time, and thereby alerting the concerned authorities.

Apart from the mainstream advantages, fringe benefits of big data are also aplenty if conventional mindsets and processes shares the stage with it. For instance, websites and softwares catering to the queries of car owners regarding depreciation of resale value for their used cars can capitalize on the value added by data analytics, in order to optimize their responses around a reasonable maximum selling price – a much more uniform, practical, and acceptable approach for individuals seeking cash for scrap cars, but delaying the decision for lack of information and fear of getting exploited.

Incidentally, many micro, small and medium scale enterprise in the ‘used car’ industry has floated an apparently lucrative scheme called “cash for scrap cars” only after re-christening an old concept with the common yet catchy phrase. As such, it is not objectionable, but only up to the point when no murky affairs are organized behind the dead, rusted metals of their junkyards. From a social perspective, a large and complex puzzle involving apparently disparate issues like increased frequency of carjacking & other criminal occurrences in a certain area, along with the existence of unexplained, unaccounted funds in bank accounts of residents of that same area, is indeed very much a big data problem with a potential of creating serious offenses if not checked in real time, bypassing the convention of causal inspections.

Posted in Uncategorized | Comments Off

Getting Your Online Business Started

Any business starts with an idea. Turning the idea into a profitable business takes time and dedication. It doesn’t happen overnight. There are a few fairly easy ways to turn your business into a profitable website.

Online businesses are part of the internet. The internet is full of people searching for things from all over the world. This is one reason to have a website. You will be able to reach many more people than a local business. In order to get your website started you need to have a domain name. This is the name of your business online. You can search through places like GoDaddy to find available website or domain names. Usually a domain name will cost about 7.99 and up for a year. You will need to pay this cost each year to keep your website or business name online. You want to be sure that your domain name fits with the type of business you have online. If you sell clothes you don’t want to use a domain name that goes with selling pet food. You also have to make sure this is a unique name that is only used by your business.

So you’ve got your domain name, but that’s not all. You have to choose a web host provider. In order for your website to function right you need a good company to host your website on their server. Some good web host providers include BlueHost, Startlogic and Resellers Web host. Make sure it is a reliable company with good reviews. You don’t want to have your website with error messages or saying this website is under construction. If you can’t see your website chances are other people can’t. If you wish to avoid this choice you may wish to use a company like Wix which will do these things for you for a monthly fee.

Now you need to list your business and product information. Even if your business is an Ecommerce website it is still important to have good content. In other words, describe your products well. Also make sure you have good pictures of your products. A picture says a thousand words. Even if you go through a company like Wix you are responsible for managing the pictures, products and information on your website. If your website is more of a blog or information website you may wish to go through WordPress which is free for blog type websites.

In order to be a profitable business you need to make money. You may need to use money to advertise but make sure you are reaching a targeted audience. You want people to come to your website who are looking to buy from you. There are several ways to advertise your website for free. Social media like Twitter and LinkedIn are great ways to do this.

In order to get the right people to your website, be sure to do some good SEO or Search Engine Optimization. WordPress Ecommerce is a great program to use in order to make this step easier. There is a learning curb but if you check forums and do some research you will learn how to do this step yourself. You may wish to hire a programmer if it is too complicated. Be sure to use good keywords and keyword phrases. If you are selling perfume, you don’t want to use keywords like pets, food or words that have nothing to do with your products.

Posted in Uncategorized | Comments Off

The Mining Industry Builds Up Smart Solutions

The present-day mining industry provides large-scale possibilities for the latest automotive and connective technologies to be tested out.

It goes without saying that the process of recovering the planet’s natural resources is hard. Apart from being difficult, it can be environmentally damaging. In these circumstances human safety is of top priority. It is provided by such IT revolutionary systems as: ‘extreme Wi-Fi’ that is able to cover vast deserts; autonomous vehicles that deal with extracting vital minerals and rocks without the need for operator action; smart communications that warn employees if they get close to gigantic machines and much more. The experts in the field believe that the potential of these systems will help to achieve the ambitious goal of the fully autonomous mining site, where the actual presence of humans is not required.

Smart mining premises

All the leading manufacturers of mining machinery are currently developing the best autonomous practices to increase efficiency and productivity, reduce cost, and lower emissions without sacrifice of safety. By using connectivity and valuable data analytics they develop the optimal dig patterns at the coalface and enable the vehicles of exact autonomous routing. Mining has become the mutual combination of big industry, big data and big money.

The underground IoT provider

One of the most ingenious contributions to smart mines so far is the Smart Rockbolt. Basically, this is the device that creates an underground Internet of Things. The global mining industry uses 100 million of bolts every year. These tools are used to prop up walls and ceilings during dynamiting. The concern is that they are rather susceptible. Being damaged, they lose their load bearing capability. As a result, there is the risk of deadly collapsed tunnels and cavities.

The innovative Smart Rockbolt was designed at Lulea University of Technology in Sweden and has an impressive list of virtues. It is equipped with sensors that measure vibrations and strain. When linked to 4G or Wi-Fi it empowers a mesh network with the might of a 24/7 safety monitoring system. What is more, a single non-rechargeable battery cell is able to run for years.

The art of geofencing

Geofencing technology serves to keep workers away from dangerous equipment. It is integrated with various microclimate monitoring systems, which benefit from sensors that measure humidity, temperature, sound and gas levels in the area. In case of any problems mining workers and engineers receive the corresponding text messages on their phones. Employees can get warnings not to enter an area because the air quality is not satisfactory or because there is heavy machinery working. A worker also can send an alert to the control center when they are in need of assistance. Another important value of the technology is that it can give real-time feedback on the physical condition of workers (e.g. blood pressure, heart rate, etc.) by means of special wearable devices.

The ultra-reliable Wi-Fi

To guarantee successful remote operation, the connectivity should be just flawless. But in case of the open mines somewhere in high mountain ranges the task demands a lot of effort. Sometimes, the environmental conditions are so tough, that for electronics it’s like going to Mars. But there is such advanced networking equipment with ruggedised routers that allow remote mining and construction workers to take advantage of the so-called ‘extreme Wi-Fi’ everywhere they go.

The need for 5G

Providing reliable connectivity that is flexible and durable enough for underground mining operations is quite a challenge. To arrange the work of autonomous mining machinery on a regular basis, the connectivity should be of no less than the 5G standard. Telecommunications equipment companies have already launched the projects that aim at investigating how to remotely control monster-like vehicles. For this reason, distributed radio networks with carefully arranged antennas are being set up in the mines to deal with the long underground tunnels and rough walls.

Mine of the future

Autonomous haulage around the mine is not a dream, but the reality that is tested nowadays at the Pilbara iron ore mine in Western Australia. The concept under the big name ‘Mine of the future’ is being realized with the help of 69 partially autonomous trucks. Other outstanding plans include automated drilling and even a fully autonomous long distance railway to get the ore to market.

In the near future a fully remote control over dump trucks is planned to be ensured through an electric steering module, installed between the steering wheel and valve. Moreover, the trucks will use data from the on-board sensors, as well as digital maps that will help to navigate around a mine and identify an exact location for dumping.

Great Expectations

Alongside big behemoths in the form of haul trucks, there are smaller versions of transportation trucks in the form of tippers that are also used for bulk cargo haulage around a mining site. Autonomous transport solutions for construction sphere have become one of the prime concerns for Swedish automotive manufacturers. Thus, Scania tippers represent the company’s ongoing commitment to profitability and sustainability. As an initial result, two collaborating construction vehicles from Scania have already demonstrated its self-driving abilities. A distinctive feature of the project is that its final goal is not to take away the need for human intervention but to make the driver to be a key player in proficient autonomous transporting and dumping solutions.

Posted in Uncategorized | Comments Off

Driving Data Analytics in the Automotive Industry

It’s interesting to see that the amount of companies using data is increasing. It’s also pretty cool to see some of the new and innovative ways that companies are doing so, especially with data analytics playing a big role in achieving new levels of success.

The automotive industry has been trying their hands at using data and they’re doing it well. The amount of data that can be gathered from cars is quite ridiculous, especially when you take into account that a lot of data is simply stored in the key which is then plugged in at the garage to view it.

Cars have been kitted inside and out with data. Yes, I bet that’s not one you’ve heard about as it’s not quite cream leather interiors or mud resistant trims. Data is so much better. It’s behind vehicle safety and quality and contributes to the driving experience.

Did you know, the average hybrid vehicle generates up to 25 gigabytes of data in just one hour? Car manufacturers and garages have been capturing telematics for many years however it’s becoming much more sophisticated. Using analytics and data has enabled technology to alert drivers of any hazards on the road, or if the conditions are particularly dangerous. Anti-locking systems, traction control and so much more have been created with the help of data.

IBM reported that Volvo, through using predictive analytics, repair instructions and identifying replacement parts before a vehicle arrives for a service has benefit from a reduction in diagnostic times by up to 70% and repair times of over 20%.

Furthermore, with recent years having cars being recalled, some companies like BMW are using data analytics to record errors reported by customers to identify any potential weakness in new models that could cause problems and then eliminating them before they even go into production. Now if this isn’t major cost savings, increased efficiency and keeping a good reputation then I don’t know what is.

Connected vehicles are becoming more popular. Services and experience can be constantly updated once the car has left the factory. They can have important updates and interactions without having to return and this has proven extremely useful through the connecting capability. Ford, for example have focused on more “consumer-based, more real-time interaction, real-time services, real-time experiences, contextualized experiences” rather than the storage capabilities of the cloud.

It’s not just information about faults that manufacturers use data for. Financial predictions means cars are priced according to the market and behind the prices are more realistic pricing plans and financial support. It goes without saying that car companies will use their contact data for marketing purposes and targeting their communications to ensure their messages stay relevant. They’ve proved that data can go far beyond the use of marketing and with the likes of BMW and Volvo showing that data is having a rather positive impact on business, it will be interesting to see where and how the market takes its usage of data.

Posted in Uncategorized | Comments Off