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The Science of Accuracy vs. Precision

Some companies focus on either accuracy or precision, but not usually both. But what is the difference and why does it matter?

Well there are 4 stages here…

-       Neither Precise nor Accurate

-       Precise, but not Accurate

-       Accurate, but not Precise

-       Both Accurate and Precise

 

Neither Precise nor Accurate

In the beautiful image above, the paintbrushes are scattered randomly on the table rather than having been placed precisely and accurately placed into the glass of rinsing water patiently waiting on the table.

Essentially, any instance of random outcomes would be both, neither precise nor accurate. Depending on the objective of the operation, this is usually not good.

 

Precise, but not Accurate

In the image below, a consistent 19.5 is held, but the objective was to maintain a consistent 20.

In this event, there is a consistent and repeatable demonstration of precision. But because the result is off by .5, it cannot be considered accurate.

 

Accurate, but not Precise

While accuracy without precision does not always equate to a wrong answer, it can be seen still negatively impact results.

In the image above, the goal is for the blue line to maintain 20. The blue line is seen oscillating around 20. Overall, this will in fact, average to 20 but because the blue line is oscillating and never has actually maintained 20 it is not precise.

 

Both Accurate and Precise

Getting both accurate and precise results can be difficult. It takes knowledge and experience in a field to do it, but when it is done and demonstrated as repeatable, it leaves behind impressive results.

Accurate and precise can be compared to hitting the bulls eye in a game of darts over and over again without ever missing.

Every operation is different and has different needs to achieve their goals. At Praecis, we strive to give our customers the precision necessary for them to achieve their desired level of accuracy. It is our duty to make sure our customers have consistent, repeatable results, time and time again.

In the image above, the blue line (Critical Point Temperature) uses a precision scale on the right and the orange line (Room Temperature) uses a less precise scale on the left. The two lines are superimposed over each other for reference purposes.

The average maintained on the blue line is 20.000. In this 24-hour test, it can be seen that the fluctuations rarely exceeds ±0.007 (7 millidegrees).

Learn more about Praecis Products.

Learn how Praecis ultra-precision temperature control technology works. 

Aww Man(ual)!

All technical writers know what it is like to cope with the frequent changes that occur in technical writing. From updating and reverting to rewriting and finding missing files.

Praecis Environment Ultra Precision Temperature Control Manuals

If the full printing process is done in-house then you may be familiar with some of the issues that can occur after writing Revision 4.2.3-1.4x7b.

Technical Writing Error 1
Technical Writing Error 2

Correct! The images above show a binding issue that occurred on the very last step! Binding twenty sheets of 36lb paper when the binding unit is designed for twenty sheets of 20lb paper. Mistakes happen, and so the saga continues… Reprint, reorganize, rebind… These steps are far easier written than done.

Once done creating a manual, all the hard work pays off from revision after revision and the end result is a beautiful book built from top to bottom by you (and maybe your team too).

Praecis Ultra Precision Climate Control Manual

The moral of the story here is that technical writing and user guides and manuals are an incredibly important part of technology. While you may not necessarily need a manual for your latest cellphone gadget, imagine if you boarded a SpaceX Dragon rocket that didn’t have a manual. It needs a manual, and so does just about everything else in the technology world. Never underestimate the manual, it may look simple but it too has it’s own nightmare and success stories.

Innovation Is Not Always a Product

The Præcis Blog – Damage During Freight

Believe it or not, accidents, miscalculations, misinterpretations, and unpredicted situations happen frequently in the technology and manufacturing realm, even if you never see them.

Damage From Imperfect Planning

Damage From Imperfect Planning

In the image above there is damage that occurred during the freight shipment of this device. It weights nearly half a ton. As a result, during transportation, too much weight was concentrated in too few areas, resulting in damage.

 

The pinnacle of technology is innovation. Coming up with new ideas is the best way to generate solutions. In this case, an innovative idea was passed to an engineer who then designed a newer pallet that can support over a ton of weight.

New Pallet Design

New Pallet Design

Without creative thinking and skillful execution, our technology world would be missing countless critical devices.. If any process between conception and delivery goes wrong in technology manufacturing, then the end product cannot be sold and made use of to better the tech industry.