How data analysis is mitigating unknown unknowns at your plant

Dec. 15, 2015
IIoT suggests the potential for great strides in productivity, quality, energy efficiency, and reliability.

[javascriptSnippet]

Think what you will of Donald Rumsfeld, former U.S. secretary of state under George W. Bush, but his comment in 2002 (about weapons of mass destruction in Iraq) remains one of the most memorable of modern times: "Reports that say that something hasn't happened are always interesting to me because, as we know, there are known knowns; there are things we know we know. We also know there are known unknowns; that is to say, we know there are some things we do not know. But there are also unknown unknowns—the ones we don't know we don't know."

Rumsfeld didn't coin the phrase—it was used by NASA and others in the 1970s and 1980s to talk about assessing the risks in aerospace and uranium mining—and it serves to remind us not only that we don't know everything, but that how we perceive our ignorance is colored by our expectations, biases and prejudice.

Similarly, applying information technology in a connected world is explosively increasing our ability to collect and analyze data. But will we be willing and able to use it effectively? I can't remember how many times I've analyzed a process or quality problem, even using design of experiments methods, and ended up chasing my tail because it looked like one or another set of theories appeared to be supported when, in fact, the results were confounded by factors I hadn't thought of, or wasn't aware of, or was kept in the dark about.

To learn more about data, read “Data analysis is only as beneficial as the process and equipment it improves” from Control.

Sponsored Recommendations

Effective Enclosure Heating

Aug. 22, 2024
Effective enclosure heating is essential for peak operational efficiency in outdoor and indoor contexts.

Busbar: The Next Evolutionary Step in Control Panel Design

Aug. 22, 2024
Learn how busbar power distribution can help control panel manufacturers unlock enhanced safety, lower costs, and a reduced automation footprint.

Reduce Contamination with the Right Enclosure for Your Food and Beverage Application

Aug. 22, 2024
Protecting electrical controls and equipment within food and beverage plants presents unique challenges due to the sanitation requirements of the hygienic environment.

Enclosure Climate Control: Achieving the Ideal Temperature

March 28, 2024
There are several factors to consider when optimizing the climate inside your electrical enclosure. Download this white paper to learn more.