
AI-Powered PCB Assembly Programming: Compute Your PCBA in 29 Seconds
An AI-driven PCBA computing approach that reads CAD, BOM, and libraries and returns a machine-ready placement program in roughly 29 seconds.
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Field notes from Jason Wu — 30+ years of hands-on THT auto insertion experience. Articles on custom-designed SMT & THT machines, odd-form feeding, wave soldering, and spare parts for future-proof, cost-effective EMS production lines.

An AI-driven PCBA computing approach that reads CAD, BOM, and libraries and returns a machine-ready placement program in roughly 29 seconds.

An SMT placement system engineered for LED boards, placing 3528/5050/2835 packages onto FR-4 and MCPCB with controlled, repeatable force.

Two desktop solder robots that turn hand-iron work into programmed, documented THT soldering with teach-pendant setup and ±0.02 mm repeatability.

A dual-lane stacked tube feeder that keeps DIP, SOIC, relay, and connector tubes advancing automatically so your mounter isn't waiting on an operator.

An automatic tape splicing station that joins component reels with consistent cut and pressure while verifying inductance, capacitance and resistance before parts reach a nozzle.

A process-improvement walkthrough of how automated wash-rinse-dry stencil cleaning is scheduled inside a changeover cycle instead of competing with it.
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