Digital Twins for Process Plants: Moving Beyond the Buzzword
Every industrial software vendor has been selling "digital twins" for five years now. Most of what they're selling is a 3D CAD model with some real-time data tags overlaid —…
Field-tested knowledge on environmental engineering, lithium battery manufacturing, plant design and compliance — written for engineers who build the clean economy.
Every industrial software vendor has been selling "digital twins" for five years now. Most of what they're selling is a 3D CAD model with some real-time data tags overlaid —…
If you ask a fire protection engineer what keeps them up at night in 2026, the answer won't be chemical plants or oil refineries. It'll be battery energy storage systems. The…
The headlines about AI replacing engineers are wrong. But the idea that LLMs are just toys for generating marketing copy is also wrong. The reality, as usual, is somewhere in the…
An environmental manager at a chemical plant told me she tracks 47 permit conditions across 8 discharge points, 3 air emission sources, and 2 hazardous waste streams. The permits…
A lithium battery factory produces 500,000 cells per day. Each cell goes through mixing, coating, calendaring, slitting, winding/stacking, electrolyte filling, formation, and…
A pump fails at 3 AM. It takes down a treatment line. The replacement part has a two-week lead time. The plant runs at 60% capacity for fourteen days. Total cost: $180,000 in lost…
!Aerial view of wastewater treatment plant(https://images.unsplash.com/photo-1533077162801-86490c593afb?w=1200) Last month, a colleague who spent 12 years designing municipal…
!Industrial water treatment(https://images.unsplash.com/photo-1581578731548-c64695cc6952?w=800) Zero liquid discharge sounds like the ultimate environmental solution: your plant…
!Battery manufacturing facility(https://images.unsplash.com/photo-1620714223084-8fcacc6dfd8d?w=800) China's lithium battery manufacturing capacity hit roughly 1,200 GWh in 2025 —…
!Industrial IoT monitoring(https://images.unsplash.com/photo-1558618666-fcd25c85f82e?w=800) Two years ago, a chemical plant I work with discovered a pH excursion 14 hours after it…
!Factory emissions monitoring(https://images.unsplash.com/photo-1581091226825-a6a2a5aee158?w=800) In 2026, if you manage an industrial facility in China, carbon accounting stopped…
In January 2026, five Chinese government agencies jointly released a document that will reshape manufacturing over the next decade. The "Guiding Opinions on the Construction of…