From the “Lobster Farming” Boom to AI’s Real Entrance into Industrial Sites2026-04-13
Recently, a rather dramatic term—“lobster farming”—has suddenly become popular in the AI circle.
From “Black-box Operation” to “Full Visibility”: Digital Upgrade of Pneumatic Conveying Systems2026-04-13
In the process industry, some systems operate stably almost every day, yet rarely receive genuine attention. Pneumatic conveying systems are a perfect case in point.
Predictive Maintenance: Engineering Logic, Technical Architecture, and Intelligent Evolution — From Equipment Health Sensing to AI-Driven Active Maintenance Decision-Making2026-03-25
Maintenance decisions lack the capability for continuous awareness of the equipment’s “true health status.”
From “Visible” to “Controllable”: A New Path of Digital Governance Under Penetrating Regulation2026-03-24
Against the backdrop of deepening reforms and pursuing high-quality development among state-owned enterprises, a profound transformation is underway in the approach to regulation.
When Data Loses Continuity, Equipment Management in the Process Industry is Going “Blind.”2026-02-26
The root cause, in fact, lies not in a lack of data volume, but in the data’s lack of continuity and business semantics, which prevents it from forming a trustworthy holistic understanding.
Redcoast: Digital Practice in the Process Industry under SOPHON’s Framework2026-02-26
Recently, SOPHON’s innovative practices and phased achievements in the field of smart manufacturing have garnered industry attention.
