IOT News

What Problems Can Occur During MES Data Collection and How to Solve Them?

Published: 2026-05-11 11:28:44

Many factories are accelerating their equipment digitization efforts and need to connect to MES systems for centralized management. However, they often run into key pain points that delay or undermine the success of their system deployment. These pain points include:

 

1. Old "Mute" Equipment – Manual data entry becomes the norm

A large amount of old equipment has no PLC or communication interface. Operators have no choice but to manually log production counts and downtime after their shifts. Because the data is estimated, missing, or even made up, the information is unreliable from the very start.

 

2. Inconsistent data collection standards – Data cannot be shared or compared

Different workshops have different definitions for metrics like "operating time" and "downtime cause." Data points are disorganized, and statistics rules vary. Even when data is aggregated, production counts and efficiency numbers from different workshops don't match up.

 

3. Frequent manual handoffs in the data chain – Data is altered and hard to trace

Equipment data must be reorganized by clerical staff and manually imported into the MES. To make reports look good, it has become common practice to smooth over downtime and modify production counts. This completely hides the real conditions on the factory floor.

WideIOT's Solution: A Lightweight, Standardized Data Collection Gateway

WideIOT provides a gateway solution that is both lightweight and standardized, offering the following capabilities:

 

1. Lightweight retrofitting of old equipment – Achieve accurate data collection without replacing the equipment

The WideIOT gateway supports a wide range of communication interfaces (RS232/485, Ethernet, etc.) and industrial protocols (Modbus, OPC UA, etc.). It can connect directly to sensors added to old equipment to collect key data such as equipment start/stop status, production counts, and operating time.

 

Value: No need to change the internal structure of the equipment or replace entire machines. Even small and medium-sized factories can take their first step toward smart manufacturing at a low cost – and eliminate human data entry errors at the source.

 

2. Unified data collection standards – Make factory data speak the same language

The gateway has built-in data standardization capabilities. It allows you to uniformly configure data point definitions, data formats, and reporting intervals at the collection front end. It can also filter out invalid data as needed, capturing only critical operating status, key production counts, and essential downtime signals.

 

Value: Unifies data collection standards and statistical rules across the entire factory, ensuring that data from different workshops and production lines can be shared and compared. Provides a consistent data standard for systems like MES and ERP.

 

3. Direct equipment-to-MES connection – Ensures complete and reliable data

The WideIOT gateway supports upstream protocols such as MQTT, HTTP, and OPC UA, providing seamless integration with major MES, ERP, and SCADA systems. Data is automatically encrypted and uploaded locally, then archived directly – no manual exporting, reorganizing, or re-entering is required.

 

Value: Eliminates after-the-fact data entry and manual modifications. Abnormal data is traceable and auditable. The real operating condition of equipment is reflected directly on production dashboards and management reports – making OEE, capacity, and efficiency data truly trustworthy.

 

Next: IoT Solution for AGV Charging Station Data Collection

Related News

Stay updated with more news from WideIOT.

Email
Call
+86-15105994745
WhatsApp
Trial