Device Data Collection · Project Implementation

Device Data Collection Implementation and On-Site Deployment

Covering CNCs, robots, PLCs, instruments, and energy equipment, with type-based integration and on-site construction progress.

Implementation Principles

Full Coverage of Equipment

Cover CNC machines, robots, punching presses, PLCs, inverters, power distribution rooms, air compressors, and energy metering devices.

Unified Data Standards

Standardize definitions for device status, alarms, programs, coordinates, output, energy consumption, etc., creating reusable data specifications.

Layered Access Methods

Direct acquisition via network ports, serial-to-Ethernet conversion, IO/electric meter installation for devices without interfaces, choosing the best approach based on device conditions.

Construction Standards First

Complete parameter configuration, hardware installation, and communication debugging during construction to ensure on-site acceptance and replicability later.

Implementation Methods

CNC Equipment

First, evaluate communication conditions and categorize into three types: network port devices connected directly; serial devices connected through protocol conversion gateways; devices without interfaces acquire data by adding IO or smart meters.

During implementation, complete network parameter configuration and data point verification, focusing on collecting fields such as power on/off, status, alarms, programs, processing time, output, spindle/feed, coordinates, and load.

CNC Machine Tools

Robot Equipment

Establish a data channel according to the controller communication protocol, first covering status, emergency stop, alarms, and mode signals, then jointly debugging program status and alarm details.

On the motion data side, focus on J1-J6 joint coordinates and user/world coordinates to create a traceable data chain for cycle, exceptions, and process.

Industrial Robot Arms

PLC Control Equipment

Carry out implementation based on PLC tag tables and key touchscreen parameters: networked devices are directly acquired, serial-port occupied scenarios are converted via extended gateways before integrating into the platform.

Key fields like status, alarms, temperature, pressure, time, and weight should be checked on-site, ensuring uniform point naming, units, and sampling cycle.

PLC Control Panels

Instrumentation and Energy

Air compressors collect pressure, temperature, load duration, and energy consumption via RS485; cranes and hoisting equipment use industrial LoRa wireless communication; testing equipment collects inspection result data.

Energy meters for water, electricity, and gas are connected via Modbus, with device addresses, communication quality, and measurement accuracy verified during implementation.

Air Compressors & Energy Equipment

Implementation Key Points

Stage 01

Equipment and Data Point Sorting

Output equipment register, protocol types, acquisition fields, and priorities; clarify categorization of network, serial, and interface-less devices.

Stage 02

Communication and Hardware Deployment

Networked machines: wiring and parameter configuration; serial machines: add protocol converters; interface-less devices: install IO hardware and complete 24V power supply.

Stage 03

Data Debugging and Pilot

Complete debugging of device status, alarms, output, process, and energy fields; verify data completeness, timing, and consistency.

Phase 04

Standardized Replication & Promotion

Settle gateway configuration templates, point table templates, and construction work packages to achieve rapid expansion across workshops and equipment types.

Contact Us

After providing the equipment list and target scenarios, we can output implementation plans, construction checklists, joint debugging steps, and acceptance criteria by chapter.

Consult Implementation Plan