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    Home Big Data and Analytics
    • Big Data and Analytics

    Big Data Analytics Can Benefit Manufacturers

    Written by

    Darryl K. Taft
    Published September 15, 2016
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      A recent Honeywell survey of manufacturing executives indicates that a majority of respondents (67 percent) plan to use data analytics to address issues with equipment.

      The survey shows that anaytics are becoming core to what Honeywell refers to as the industrial internet of things (IioT) as a way for companies to save money on equipment maintenance and repair by providing insight into when machines need service.

      The survey, conducted by Honeywell Process Solutions (HPS) and KRC Research, polled more than 200 North American manufacturing executives. The study, entied “Data’s Big Impact on Manufacturing: A Study of Executive Opinions,” showed that a majority of respondents said they are already investing in data analytics technology.

      In addition, the survey indicated that manufacturing executives view unscheduled downtime and equipment breakdowns as the biggest obstacles to maximizing revenue. Yet, more than a quarter of respondents said they don’t plan to invest in data analytics in the next year. These respondents cited inadequate resources and lack of understanding as key reasons for their lack of investment.

      “Executives need to keep their businesses running smoothly and safely, and they’re banking on IIoT technologies to help navigate challenges, even during cash-strapped times,” said Andrew Hird, vice president and general manager of HPS Digital Transformation, in a statement. “For more than 40 years, Honeywell has provided leading automation technologies that help manufacturers meet those goals. The IIoT by Honeywell is the next step in that evolution.”

      Meanwhile, although unscheduled downtime ranked as the top threat to manufacturing sucess, 42 percent of respondents admitted to running equipment harder than they should.

      “Running plant equipment harder than appropriate presents a host of issues ranging from equipment breakdowns to potential safety incidents,” said Hird. “Those issues inevitably lead to more downtime, which leads back to lost revenue. It’s easy to see how many companies feel they’re caught in a vicious cycle. Predictive analytics achieved through an effective IIoT by Honeywell solution can help companies break out of that cycle.”

      Indeed, 70 percent of respondents said they believe analytics can reduce equipment breakdowns, 68 percent said analytics can reduce downtime, 64 percent said it would cut unscheduled maintenance and 60 percent said they believe analytics can reduce supply chain management issues.

      “It’s easy to put that puzzle together—these executives correctly believe data analytics can help them combat the biggest threat they see to business: unscheduled downtime,” Hird said.

      However, 33 percent of respondents said they are not planning to invest in data analytics in the next 12 months. Sixty-three percent of respondents who said they have no analytics investment plans said they do not have the resources or the proper staff to implement analytics.

      “For some companies, hurdles remain before the IIoT can be fully adopted,” Hird said. “Some don’t believe they need it while others say they lack the resources to do it right. The good news is that IIoT is something that doesn’t require a wholesale change—it can be phased and scaled depending on an individual company’s circumstances. This is precisely why Honeywell says IIoT represents an evolution, not a revolution.”

      Meanwhile, in a separate study, IIC Partners, an executive recruiting firm, found that 76 percent of companies do not have a chief digital officer to lead their digital transformation strategies. Yet, 80 percent of the senior executives surveyed said they believe investment in digital transformation is critical.

      Big Data Analytics Can Benefit Manufacturers

      “Senior executives recognize the importance of investing in digital transformation for future success,” said Ruth Curran, managing partner of MERC Partners based in Dublin, Ireland and global chair of IIC Partners executive search, in a statement. “However, as technology evolves and digital continues to disrupt business units and industries, a CEO who has primary oversight for this mandate will diminish their capacity to effectively manage the rest of the organization and lead their teams.”

      Moreover, of that companies that do not have a chief digital officer, the CEO, CIO and CMO roles serve as the primary leaders for managing the vision and implementation of digital transformation, alongside their other responsibilities, the study showed.

      The survey also found that 45 percent of executives polled said the ideal CDO should have experience within the technology or IT function, while 43 percent said the CDO should have a marketing or sales background.

      And in yet another survey, Compuware found that many U.S. firms are ill-prepared for the European Union’s General Data Protection Regulations (GDPR) compliance mandates. These U.S. companies must improve their data governance and test data management capabilities across all platforms, or face serious risks for non-compliance, including fines, Compuware said.

      The company, which provides software for mainframe IT pros and application developer, said with a majority of U.S. corporate data continuing to reside on mainframes, improved mainframe data management must become a priority. Mainframe data visualization and test data management capabilities can help overcome the data governance and test data protection challenges presented by GDPR, Compuware said.

      According to the survey, 78 percent of U.S. respondents said the complexity of modern IT services makes it difficult to know exactly where all customer data, including personally identifiable information (PII), resides. Moreover, 39 percent of U.S. respondents said they do not anonymize or use other techniques to depersonalize customer data before using it in application testing environments.

      “Businesses in breach of the GDPR after May 2018 will likely face huge fines and tarnished brand reputation, making compliance an executive-level issue,” said Chris O’Malley, CEO of Compuware, in a statement. “Mainframes hold huge volumes of personal customer data that organizations must give their highest priority in overall compliance effort, including the use of data visualization and test data privacy solutions.”

      O’Malley noted that data visualization tools on mainframe systems can help IT administrators see the interdependencies between various applications and databases.

      “There are many important and valid reasons for U.S. companies to re-invest in advancement of their mainframe applications—including its ceaselessly growing importance to the business as the system-of-record for mobile, web, social, and IoT applications,” O’Malley said. “Looming EU GDPR deadlines, however, make it particularly urgent that mainframe owners take action ASAP to both improve their mainframe data governance capabilities—especially when it comes to tracking and anonymizing test data—while also integrating mainframe data and application management as much as possible with the rest of the enterprise environment.”

      Darryl K. Taft
      Darryl K. Taft
      Darryl K. Taft covers the development tools and developer-related issues beat from his office in Baltimore. He has more than 10 years of experience in the business and is always looking for the next scoop. Taft is a member of the Association for Computing Machinery (ACM) and was named 'one of the most active middleware reporters in the world' by The Middleware Co. He also has his own card in the 'Who's Who in Enterprise Java' deck.

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