Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    data analytics
    How Data Analytics Can Help You Construct A Financial Weather Map
    4 Min Read
    financial analytics
    Financial Analytics Shows The Hidden Cost Of Not Switching Systems
    4 Min Read
    warehouse accidents
    Data Analytics and the Future of Warehouse Safety
    10 Min Read
    stock investing and data analytics
    How Data Analytics Supports Smarter Stock Trading Strategies
    4 Min Read
    predictive analytics risk management
    How Predictive Analytics Is Redefining Risk Management Across Industries
    7 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Could Data Analytics Eliminate Imperfections in the Manufacturing Process?
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Analytics > Predictive Analytics > Could Data Analytics Eliminate Imperfections in the Manufacturing Process?
Predictive Analytics

Could Data Analytics Eliminate Imperfections in the Manufacturing Process?

Rick Delgado
Rick Delgado
5 Min Read
Image
SHARE

ImageMany of us presume that manufacturing is a dying industry. The truth, however, is that one in six American jobs is tied to manufacturing. Another common misconception is that manufacturing is a low-skill job. In reality, as manufacturing technology has become more sophisticated, the industry has come to rely on highly educated, skilled workers.

ImageMany of us presume that manufacturing is a dying industry. The truth, however, is that one in six American jobs is tied to manufacturing. Another common misconception is that manufacturing is a low-skill job. In reality, as manufacturing technology has become more sophisticated, the industry has come to rely on highly educated, skilled workers. At the same time, manufacturing faces many of the same challenges as other industries: rising costs, government regulations and taxes. In order to combat these challenges, manufacturers are turning to high-tech solutions, such as big data, to boost efficiency and cut down on mistakes.

Raytheon Co., a missile manufacturer, uses manufacturing execution systems to monitor the production of missiles to ensure that no mistakes are made. For example, the system will monitor the number of times that a screw is turned, so that if it isn’t turned the correct number of times, an error message goes off, and production halts until the error is corrected. For an industry where a tiny mistake results in millions of dollars in repairs, keeping such tight control on the process is a huge advantage.

Harley-Davidson also takes advantage of this kind of software. Its plant in Pennsylvania will track data on every detail of production. For instance, software will track factors, such as the temperature and humidity in the painting booth, so that the machinery can be adjusted if the factors aren’t meeting the correct settings. The plant also uses data to find what part of the manufacturing process is slowing production down, so it can consistently meet its production goals.

More Read

Big Data and the End of Civilization as We Know It
The Rising Value of Predictive Analytics
3 Ways Big Data Is Changing Financial Institutions Forever
SeeWhy enables you to build real time metrics, and generate real…
Advocate of Analytics – Economist Paul A. Samuelson (1915-2009)

Intel adopted an early version of Hadoop big data technology, in order to cut costs in its manufacturing process, and has saved millions of dollars as a result. One way the company was able to cut costs was by analysing historical data to reduce the number of tests it must conduct in order to check the quality of the chips.

These are just a few examples of how big data technology is helping the manufacturing industry to cut costs and improve outcomes. Some other ways technology is beneficial to the manufacturing sector include:

1. Enhanced Safety and Quality

Traditionally, quality inspections occurred after a product had already been produced. While this kept a bad product from going out to the consumer, it led to a lot of waste because the product had to be completely rebuilt or discarded. With advanced software and analytics, on the other hand, companies can detect and fix a problem during the production process, so that every piece that is completed can be used.

2. Better Allocation of Resources

Data analytics can also identify where there is an overlap of resources, so that staff and technology can be used where they can provide the best benefit to the company. This doesn’t mean that the technology is eliminating the need for human input, but that companies are learning to combine the two in a smart way.

3. Greater Value from Assets

The machinery used in production was typically seen as a sunk cost that was necessary for doing business, but didn’t provide any additional value to the company. Now that these machines are being equipped with software to collect data from those machines, they are becoming a valuable source of information that contributes directly to the company’s revenue.

Overall, manufacturers who take advantage of new technology—be it real time analytics with flash array storage or big data technology like Hadoop—will be at a significant advantage, as they will be able to reduce costs, boost production and improve the value of their assets in a way their competitors’ never could.

Share This Article
Facebook Pinterest LinkedIn
Share
ByRick Delgado
Follow:
All things Big Data, Tech commentator, Enterprise Trends and every once in a while I write for @dell.

Follow us on Facebook

Latest News

protecting patient data
How to Protect Psychotherapy Data in a Digital Practice
Big Data Exclusive Security
data analytics
How Data Analytics Can Help You Construct A Financial Weather Map
Analytics Exclusive Infographic
AI use in payment methods
AI Shows How Payment Delays Disrupt Your Business
Artificial Intelligence Exclusive Infographic
financial analytics
Financial Analytics Shows The Hidden Cost Of Not Switching Systems
Analytics Exclusive Infographic

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

So What Is Prescriptive Analytics?

4 Min Read

The History of Predictive Analytics [INFOGRAPHIC]

2 Min Read

The evolution of BRMS (part 2)

4 Min Read

How the Consumerization of Data Leads to More Quality of Life Improvements

3 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

AI and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?