AI – Artificial Intelligence

AI – Artificial Intelligence is revolutionizing powder technology by streamlining processes, enhancing precision, and driving innovation. From optimizing particle size analysis to predicting material behavior, AI applications improve efficiency and accuracy across research, manufacturing, and quality control. By harnessing data-driven insights, AI empowers industries to achieve superior outcomes and unlock new possibilities in powder science and material engineering.

Featured AI – Artificial Intelligence Articles

Machine Learning Flowability Prediction: What Constituent-Property Models Can and Can’t Replace
A Pharmaceutical Research study trained Random Forest and XGBoost classifiers on particle size, shape, surface energy, and silica dry-coating data to predict powder blend flowability category. The accuracy holds up as a screening tool and breaks down in specific, predictable places.
Spray Drying 4.0: Real-Time PAT, AI Process Control, and What Engineers Actually Gain
Process analytical technology combined with machine learning is changing residual moisture control and yield prediction in pharmaceutical and food spray drying. The gains are real but bounded, and the off-line test panel has not been replaced.
Real-Time Particle Characterization and Process Control
Real-time particle characterization is moving powder processing from delayed laboratory checks toward inline sensors, soft sensors, and hybrid models that support faster process decisions. The major shift is the interpretation of sensor signals through particle-scale mechanisms. Pressure, vibration, acoustic, optical, thermal, and process data can increasingly be linked to changes in particle size, [...]
Additive Manufacturing Integration and the Rise of Smart Powder Processing
Smart powder processing in additive manufacturing links engineered powders, real-time sensor data, and controlled post-processing. It lets aerospace, medical, and automotive manufacturers achieve reliable density, predictable microstructure, and traceable quality in every build. Table of contents Powder technology is at a turning point. A growing [...]
Digital Twins in Powder Processing: From Buzzword To Useful Tool
Digital twins in powder processing only work when you give them one clear job: explain or prevent a specific problem on a real line, using models and data you already trust. Picture a night shift in a spray drying plant. Moisture starts to drift. Operators tweak setpoints, wait [...]