🥚 Exploring Egg Properties with NIR Technology 🥚
🥚 Exploring Egg Properties with NIR Technology 🥚
Home » Blog » 💡 The Crucial Role of Data Cleaning in Soil Spectroscopy Analysis 💡 The Crucial Role of Data Cleaning in Soil Spectroscopy Analysis https://vibralytics.nl/wp-content/uploads/2026/09/WhatsApp-Video-2025-12-08-at-13.51.37.mp4 In many data analysis projects, especially when dealing with complex soil spectra, the most time-consuming step is often not building sophisticated models, but rather thoroughly cleaning and preparing…
Home » Blog » Revolutionizing Food Safety with AI: Visualizing Hyperparameter Optimization in NIR Spectroscopy! Revolutionizing Food Safety with AI: Visualizing Hyperparameter Optimization in NIR Spectroscopy! https://vibralytics.nl/wp-content/uploads/2026/09/WhatsApp-Video-2025-09-01-at-13.08.08.mp4 This video showcases the optimization process for Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN) using Optuna, applied to NIR spectral data with various preprocessing treatments (e.g.,…
Home » Blog » PlantBased adulteration PlantBased adulteration 27 April 2026 𝗩𝗲𝗴𝗮𝗻 𝗣𝗿𝗼𝘁𝗲𝗶𝗻 is designed to complement daily protein intake and support muscle recovery and growth after exercise. 79 % 𝗽𝗲𝗮 𝗽𝗿𝗼𝘁𝗲𝗶𝗻 and 15 % 𝗿𝗶𝗰𝗲 𝗽𝗿𝗼𝘁𝗲𝗶𝗻 form the core of this formula, complemented with natural flavors, thickeners (𝗸𝘀𝗮𝗻𝘁𝗵𝗮𝗻 𝗴𝘂𝗺, 𝗘415), salt, colorant (𝗰𝗮𝗿𝗼𝘁𝗲𝗲𝗻, 𝗘160𝗮), sweeteners (𝘀𝘂𝗰𝗿𝗮𝗹𝗼𝘀𝗲,…
Home » Blog » ⭐ IS THE SPECTRAL VARIATION CAUSED BY A FACTOR (OR INTERACTION) LARGER THAN THE RESIDUAL VARIABILITY (NOISE)? ⭐ IS THE SPECTRAL VARIATION CAUSED BY A FACTOR (OR INTERACTION) LARGER THAN THE RESIDUAL VARIABILITY (NOISE)? 🔹 What problem is AComDim trying to solve?You have spectral data (NIR, Raman, etc.) collected under a…
Home » Blog » Cleaning Extremely Noisy Soil Spectroscopy Data Cleaning Extremely Noisy Soil Spectroscopy Data Two-Criterion for Outlier Removal We have been diving deep into soil spectroscopy to predict key soil properties such as organic carbon, total carbon, nitrogen, clay, sand, silt, and bulk density. We have built a complete workflow to clean, preprocess,…
Home » Blog » Unexpected Target Imbalance: What to do? Unexpected Target Imbalance: What to do? In NIR analysis, we have found spectral outliers, which we have removed using exploratory methods. However, we have also faced another challenge in this dataset: a severe imbalance in the target variable. Many more samples were taken at low…
✨ Did you know that with NIR it is possible to assess egg freshness without even breaking the shell?
Egg foam properties are highly influenced by both external treatments and molecular changes over time.
Fresh egg: As eggs age, they undergo an alkalinization process due to the progressive loss of dissolved CO₂ from the aqueous matrix through the shell pores. This causes the aggregates that maintain the egg white’s translucency and viscosity to break down, while proteins begin to repel each other, becoming more transparent and fluid. The resulting loss of viscosity promotes drainage, making the foam less firm and less stable.
Addition of sodium chloride: Salt ions formed during dissociation dissolve in the aqueous matrix, blocking the formation of intermolecular bonds and preventing the consolidation of the protein network. This negatively affects both foaming capacity and foam stability.
Thermal processes: Heat induces protein aggregation and precipitation, further reducing foaming capacity and foam stability.
During storage, the loss of water and carbon dioxide, along with protein hydrolysis, lead to changes in the content of C–H, N–H, and O–H groups in eggs, further influencing their functional properties.
We are thrilled to carry out this experiment and to be able to evaluate changes in both egg yolk and egg white without breaking the shell.