Open up existing sources
PLCs, energy and media meters and other devices with interfaces are connected.
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Validate the controller against a model
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Controllers, meters and sensors hold information for analysis, maintenance and business systems.
In a machine park that has grown over time, protocols, signal names and sampling rates differ. Some values are available directly, others only through additional devices. Without agreed time stamps and plant assignment, data accumulates that has to be reworked at length later. Suitable acquisition therefore considers at the source which information is needed and how completeness and continuous transmission can be checked.
In a free first conversation we clarify which plants are to be captured, what their controllers already deliver and where measuring equipment is added.
PLCs, energy and media meters and other devices with interfaces are connected.
Slow process values and fast events receive the acquisition rate they need.
Aurora passes the values on to local analyses and downstream systems.
IQstruct Engineering first checks the existing interfaces and the information that is actually needed.
Device connection, acquisition frequency, local storage and handover to the target systems are then defined. Siemens controller adapters, OPC UA and REST connect machines and devices; MQTT adds data brokering.
Not every value needs the same polling frequency and retention. Slow temperature changes allow different intervals from short machine events. If a connection drops, data can be buffered locally; this decision is made before implementation so that the later analysis matches the data base.
The customer receives an installed system with data access, operating documentation and an overview of the network and measuring points.


Data base
Quantities, operating states and consumption are available in a shared data base for analysis and target systems.
Ai1
Record machines and protocols
Modbus devices, controllers and IO-Link masters are recorded with their interfaces.
Ai2
Configure Aurora
Adapters and data flow are set up in Aurora without programming.
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Check incoming energy data
Current values, timestamps and trends arrive in the dashboard and are checked.
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Discuss results and measures
Customer and specialists derive measures from energy and production trends.
In the research project Off-Highway Twins 2, IQstruct Engineering used edge technology on excavators and transmitted data streams from LiDAR, 3D cameras and virtual sensors via MQTT to a cloud environment.
In the research project HYRESS, IQstruct Engineering captures production data and documents in asset administration shells on an AAS server it operates itself.
The connection depends on the controller, the device and the target system.
For special cases, software development adds custom adapters.
Project experience
Looking at energy and production together at a backing brick works.
IQstruct Engineering has delivered energy data monitoring for a backing brick works. The solution brings together values from transformer stations, the photovoltaic system and the combined heat and power plant with production data. Consumption can therefore be viewed in relation to the batches produced. Meter trends are available individually, aggregated and historically. The example shows why a single meter reading does not yet provide a reliable statement about the energy demand of a production step.
We are glad to answer your detailed questions in a personal conversation.
Buffering is an option and is agreed for each data source. High-frequency measurements are coordinated with measurement engineering.
PLCs, energy and media meters and other devices with interfaces. At the brick works named above these included transformer stations, the photovoltaic system and the combined heat and power plant.
An installed system with data access, operating documentation and an overview of the network and measuring points.
Every industry has its particularities. That calls for a reliable partner who knows the requirements and delivers suitable solutions.
First conversation
Describe your task. We agree a date and discuss the possible project scope.
Ai1
You request an appointment
Ai2
We discuss your requirements
Ai3
You receive a quotation for the agreed scope

Describe your task in the contact form. We come back with a proposed date.
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Discover further suitable services.
Bring data acquisition close to the machine and connect existing interfaces with your IT.
Open up machine information via OPC UA, controller adapters and other existing interfaces.
Match signal, measuring range and resolution to your specific measuring task.