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Product Update

From mineral processing to a complete extractive metallurgy toolkit

๐Ÿ“… June 2026 โฑ 6 min read โœ๏ธ PfdLabs Team
PfdLabs hydrometallurgy, pyrometallurgy and recycling symbol libraries

PfdLabs started with a narrow, specific goal: give mineral processing engineers a diagram tool with the symbols they actually need โ€” crushers, mills, thickeners, flotation cells. No more drawing a hydrocyclone out of a rectangle and a triangle in draw.io.

But mineral processing is only the first stage of getting metal out of the ground and into a usable product. After the ore is crushed, ground and concentrated, it still has to go through chemical or thermal extraction to recover the metal itself โ€” and increasingly, that metal has to come back around through recycling once its first life is over.

So we're expanding PfdLabs to cover that full chain. Today's release adds over 100 new industrial symbols across three new domains: hydrometallurgy, pyrometallurgy, and recycling.

The three new domains

Hydrometallurgy

  • Leaching (heap, vat, pressure, bioleach)
  • CIL / CIP gold circuits
  • Solvent extraction & ion exchange
  • Precipitation & electrowinning
  • Reagent & storage tanks

Pyrometallurgy

  • Roasting & calcining
  • Smelting furnaces
  • Converting
  • Slag handling
  • Refining & casting
  • Off-gas treatment

Recycling

  • Sorting (magnetic, eddy current, optical)
  • Battery recycling
  • E-waste processing
  • Output & storage

Hydrometallurgy: the aqueous route

Hydrometallurgy covers everything that happens in solution: leaching valuable metals out of ore or concentrate with acid, cyanide or other reagents, then purifying and recovering them through solvent extraction, ion exchange, precipitation or electrowinning. We've added dedicated symbols for the equipment specific to this route โ€” Pachuca tanks, CIL and CIP circuits, elution columns, RIP columns, CIX carousels, and the full SX-EW chain from mixer-settlers through to cathode stripping.

Pyrometallurgy: the thermal route

Where hydrometallurgy uses chemistry in solution, pyrometallurgy uses heat โ€” roasting, smelting and converting ores and concentrates at high temperature to separate metal from waste rock. This was a completely new domain for PfdLabs, and the symbol library now spans the full thermal chain: fluidized bed and flash roasters, flash smelting and electric arc furnaces, Peirce-Smith converters, anode furnaces and casting wheels, right through to the off-gas treatment equipment โ€” baghouses, electrostatic precipitators and acid plants โ€” that keeps a smelter environmentally compliant.

Recycling: closing the loop

The fastest-growing part of this expansion is recycling โ€” battery recycling in particular. As electric vehicle adoption accelerates, recovering lithium, cobalt, nickel and manganese from spent batteries is becoming its own branch of extractive metallurgy, with dedicated unit operations: discharge stations, shredders, black mass storage, and the leaching and separation steps that follow.

"My engineering thesis was on lithium leaching kinetics from spent EV battery black mass โ€” acid leaching of NMC cathode material. Working on that project, I kept noticing how little dedicated diagramming support exists for battery recycling flowsheets compared to traditional mining. That gap is part of why this expansion exists."

Finding your way around

With the symbol library now well over 200 icons, browsing a flat list stopped making sense. The Simplified Symbols panel is reorganized into four top-level areas:

Search works across all four areas at once, so if you already know the equipment name, you don't need to navigate the hierarchy at all โ€” just type and drag.

๐Ÿ’ก What's next: 3D and 2D versions of these new symbols are in progress and will roll out to match the Simplified library's coverage.

Try the expanded symbol library

Free to start โ€” no credit card required.

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