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Table 3 Potential sources of equipment data

From: An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities

Classification

Data source

Data type

Common interfaces

End user

Latency

Database

Building management system (BMS)

Energy and environmental

ODBC

OLEDB

JDBC etc.

Energy and facilities

Batch

Database

Monitoring and targeting (M&T)

Energy

ODBC

OLEDB

JDBC etc.

Energy and facilities

Batch

Database

Manufacturing execution system (MES)

Production and automation

ODBC

OLEDB

JDBC etc.

Automation, production and quality

Real-time and batch

Device

Programmable logic controller (PLC)

Production, energy and environmental

OPC

MT Connect

BACnet

Modbus

LonWorks

Automation and building services

Real-time

Device

Gateways

Multiple

HTTP

OPC

Modbus

I/O (i.e. CSV)

Multiple

Real-time and batch

Device

Smart devices (i.e. IoT)

Multiple

MQTT

COAP

HTTP

Multiple

Real-time