
agentthink/twin-data-collector
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MCP + INDUSTRIAL NUMBER: 40 PROTOCOLS FREE OF CHARGE, MQTT MILLISECOND CLOUD, AI PRIMARY CONTROL, INDUSTRY 4.0 AND DIGITAL TWINES FAN
Overview
I'm not from computer class. I'm a ** - color, photo, image is my language. But in the digital twin world, it's useless for you to paint beautifully -- without real data, and the gorgeous 3D model is just an empty shell. My Aluminium Squeezing Digital Twins Project has landed and is now in a crazy trajectories, in three languages (Cing-Eng), with AI analysis, temperature trend panels, squeeze cycle auto-down databases, data export, synchronisation of second-level data, millimetre-level model shifts, real-time matching on-site production equipment (possibly open in the future, please wait). I need something to connect to every device in the factory when developing the digital twin system. PLC, CNC, sensors, instrumentation, electrical cabinets, building controllers... They speak a completely different language: Modbus, S7, FOCAS, BACnet, IEC 61850 ... The solution on the market is either too expensive (a package of Kepware enough to buy a machine bed), or it's too late to run back to the machine (the Ignition is slower than the manufacturing line), or it's too old to see even the shadow of AI. In less than three months, one person -- an artist -- wrote 40 industrial protocol-driven, four databases in parallel, MQTT double milliseconds, 50 MCP AI atomic tools, RET API, Dashboard monitoring screens. It's not about proving anything, it's just that it really needs a nerve ending that connects all the industrial equipment, so that digital twins can live. Because I know how hard it is to make open-source industrial software in China. A man walks in a late-night workshop, only a PLC light flashes, and what you need is not more thresholds and fees, but a useful, sincere, undefended tool. Hope you like it. I hope it works, I hope it helps my friends who want to transition from art to IT, and I really hope this software will help you. Industrial DataCollector is a set of ** - a stable dog already running at the production site. From PLC in the pressurization workshop to IEC 618550 in the offshore windfield, from the Fanuc controller at the CNC Five-axis Processing Centre to the semiconductor SECS/GEM platform
Overview (machine translated)
** Industrial Data Collection Platform **
** MCP + Industrial Numbers = ** The world’s first ** 40 agreements are free of charge ** **
I don’t…
This is the last life of this digital software
In the spring of 2026, I was at home developing UI prototypes and driving logic for a twin-word system.
I’m not from computer class. I’m an **artistic ** - color, light, image is my language. But in the digital twin world, it’s useless for you to paint beautifully – without real data, and the gorgeous 3D model is just an empty shell.
My Aluminium Squeezing Digital Twins Project has landed and is now in a crazy trajectories, in three languages (Cing-Eng), with AI analysis, temperature trend panels, squeeze cycle auto-down databases, data export, synchronisation of second-level data, millimetre-level model shifts, real-time matching on-site production equipment (possibly open in the future, please wait).
I need something to connect to every device in the factory when developing the digital twin system. PLC, CNC, sensors, instrumentation, electrical cabinets, building controllers… They speak a completely different language: Modbus, S7, FOCAS, BACnet, IEC 61850 … The solution on the market is either too expensive (a package of Kepware enough to buy a machine bed), or it’s too late to run back to the machine (the Ignition is slower than the manufacturing line), or it’s too old to see even the shadow of AI.
** No one found it. So I put down my brush and opened Visual Studio. **
(Background: Entering the steel factory after graduation, currently in the aluminium squeezing industry for three years, 12 years in total IT)
In less than three months, one person – an artist – wrote 40 industrial protocol-driven, four databases in parallel, MQTT double milliseconds, 50 MCP AI atomic tools, RET API, Dashboard monitoring screens. It’s not about proving anything, it’s just that it really needs a nerve ending that connects all the industrial equipment, so that digital twins can live.
** This is not another “industrial software”. This is a data base created by art students for a digital twin world. **
Now, I’m putting the community page in full – Apache 2.0, permanent, really free.
Because I know how hard it is to make open-source industrial software in China. A man walks in a late-night workshop, only a PLC light flashes, and what you need is not more thresholds and fees, but a useful, sincere, undefended tool.
Hope you like it. I hope it works, I hope it helps my friends who want to transition from art to IT, and I really hope this software will help you.
I don’t…
Why did you choose it?
This is not another Modbus debugging tool.
Industrial DataCollector is a production-grade industrial data acquisition engine ** - a stable dog already running at the production site.
From PLC in the pressurization workshop to IEC 618550 in the offshore windfield, from the Fanuc controller at the CNC Five-axis Processing Centre to the semiconductor SECS/GEM platform
** A set of codes for all.**
This page was translated automatically. Technical details may differ from the original.
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