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n statistics, the standard deviation is a measure that is used to quantify the amount of variation or dispersion of a set of data values. A low standard deviation indicates that the data points tend to be close to the mean also called the expected value of the set, while a high standard deviation

Introduction The food industry digital transformation has become more dynamic than ever. With personalized offers to deliver quality on time, there are numerous factors under which, such as the food industry, digital transformation has to operate to stay ahead of the competition. They are under tremendous pressure to deliver quality products, reduce waste, and ensure seamless delivery while maintaining competitive pricing. To approach this holistically is very critical to the food industry. They help them drive informed decision-making across manufacturing, distribution, and retail operations. Data analytics has become a critical part of their daily operations to streamline their process and deliver a better customer experience, thereby increasing efficiency. This blog highlights how data is being leveraged and how food industry digital transformation across the board is optimizing workflows and boosting overall performance. Predictive analytics in the food industry : Enhancing Efficiency and Reducing Waste Manufacturing is the first step, involving processes like sourcing raw materials, packaging, and final product quality enhancement. All these processes require precision, and it is entirely about data. Predictive analytics in the food industry acts as a guide across every step of the manufacturing process by offering actionable insights into every step of the manufacturing process, allowing companies to fine-tune their operations. Predictive Maintenance and Equipment Efficiency Predictive analytics in the food industry are being used widely to detect anomalies in the manufacturing process. The devices are operated across set parameters. The data analytics monitors those parameters and identifies variations from the set values. Thus, it monitors anomalies, predicts the failure or parameter variation due to environmental or other issues, and helps the manufacturer produce the acutes of the original. This proactive approach minimizes downtime, reduces repair costs,

The digital transformation in the food industry is truly fascinating - the way data analytics is being used for everything from predictive maintenance to reducing waste is a game changer. It's amazing to see how tech is enhancing not just efficiency, but also the quality and sustainability of what ends up on our plates. For those interested in how this shift is impacting gluten-free food options and trends, check out https://glutenfreedine.com/ for more insights!

In a recent article The 3 Instructional Shifts That Will Redefine the College Professor, the 'dynamic classroom' was listed as number one. The dynamic classroom is where faculty "do practically anything other than lecture" (Craig, 2015). A meager definition but the idea is right on-active learning, where students apply concepts through discussion, debate, writing, hands-on experiments, etc. produces better learning results. Numerous studies back up the claim; a recent paper shows student performance increased by just under half a standard deviation with active learning compared with lecturing (Freeman et al., 2014). In this post I share a four-step strategy that instructors can use to make learning active for online, blended or face-to-face learning spaces. Readers will find instructive examples and resources on active learning in the photo gallery (below) as well as in the list of resources at the end of this post.

Penta Prisms are used to define right angles in optical systems. Penta Prisms, which provide right handed images, feature a ray deviation of 90°. Penta Prisms are five-sided prisms and unaffected by slight movements. Edmund Optics offers a variety of Penta Prisms for optimal performance in the Ultraviolet (UV), Visible, or Infrared (IR) spectrums. The Penta Prism will neither invert nor reverse the image. Penta prisms are extremely useful in alignment systems as they define a right angle very precisely and independently of angle of incidence. Rays entering one face emerge from the adjacent face at precisely 90 deg after they have undergone two reflections inside the prism for a total of 270 deg. The penta prism acts as a turning mirror which is insensitive to alignment. Penta prism is often used in Plumb Level, Surveying, Alignment, Range finding and Optical Tooling Factory Standard - Contact us for manufacturing limit or custom specifications Material: BK7 Grade A optical glass, Corning Fused Silica 7980, JGS1, JGS2 Dimension Tolerance: +/-0.1mm 90 Deviation Tolerance: Precision series: up to 2 arc seconds Flatness: Precision series: 1/4 at 632.8 nm Reflectivity: R > 95% per face from 630 to 680 nm Surface Quality: 60-40 scratch and dig Coating: On request Protective Bevel available Hyperion Optics is a professional premium supplier. We provide Anamorphic Lenses, Collimating Lenses, optical design manufacturing and so on. Want to know more? Please contact us.

All Centrifugal pumps operating in the European Union need to comply to energy consumption parameters. Any increase from the threshold can lead to heavy fines. Real time IoT monitoring solutions can help keep performance within expected parameters.

Corner cube is total reflecting prism formed by 3 perpendicular surfaces, where the incident light angle does not influence the final emerging light angle but reflected by 180°, it offers excellent parallelism between the incident and exit beams. Hyperion Optics supplies both corner cube in mount or without mount, our precision Corner Cube Retroreflectors have been used for Laser ranging, positioning and guidance, laser communication, optical transformation. Our typical production accuracy is beam deviation < 5 arc sec in diameter within 2 inches. Please see our precision and tolerance grid for your information. Corner Cube COMMERCIAL GRADE FACTORY STANDARD PRECISION GRADE Dimension Tolerance(mm) ±0.05 ±0.03 ±0.02 Angle Tolerance( Arc min) 5' 3' 30" Cosmetic(MIL-C-13830A) 80-50 40-20 20-10 Flatness  @632.8 nm 2 Lambda 1/2 Lambda 1/4 Lambda Coating (T% avg) VIS 96-98% 99% 99.5% Coating (R% avg) VIS 96-98% 99% 99.5% Materials Optical Glass,  fused silica Hyperion Optics is a professional premium supplier. We provide Anamorphic Lenses, Collimating Lenses, hyp design, corner cube prism and so on. Want to know more? Please contact us.