Protocol adaptation everywhere
An extensible connectivity mechanism was needed across differing devices, systems and network zones.
Industrial Data / Edge Computing
Connecting underground and surface
into one mine-wide data chain
For mine-wide equipment and systems, an integrated edge platform combining data acquisition, local AI inference, unified processing and coordinated control across levels.
About anonymized cases
Under client confidentiality agreements, this page omits client names, locations and real production data; screenshots are anonymized and serve only to illustrate the engineering experience gained.
Project background
Starting from real operating problems,
we set the delivery boundary.
Mine sites run many system and device types with data spread across networks and platforms. Conventional gateways only forward traffic and cannot carry local processing, intelligent computation or unified management.
Edge processing capability
Cleansing, aggregation, rules and AI inference had to run on the field side to reduce dependence on the upstream platform.
Coordination across the mine
Data, policies, configuration and status had to move under control between edge and center.
Our scope
Around the core chain,
from architecture through delivery.
This page shows only the key delivery content; the commercial scope is governed by the signed project documents.
Device and system connectivity
Connected mine equipment, control systems and field data sources under unified protocol adaptation.
Edge data processing
Data cleansing, transformation, computation, buffering, distribution and quality management.
Local AI tasks
Field model deployment, inference tasks, versioning and runtime monitoring.
Edge-cloud control platform
Unified management of edge nodes, applications, configuration, logs and data services.
System chain
Connecting site, data and applications
into a working whole.
The diagram is an anonymized summary, showing the main objects and technical relationships in the project.
Data & business sourcesUnderground equipmentSurface systemsSensor & video data
Edge & execution layerMine-wide edge nodesProtocol adaptationUnified processingLocal AI
Platform & business applicationsNode managementData servicesCoordinated control
Core engineering challenges
The real value
sits in the difficult details.
Project experience is not just finished feature pages — it is handling site constraints, data quality and long-term operation.
Adapting to a complex site
Layering device protocols, data models and upstream services limited the impact of connecting new equipment.
Autonomy over weak networks
Edge nodes complete local tasks and preserve data when the connection to the center fluctuates.
Unified operational visibility
Node health, application status, logs and versions come under one maintenance view.
Business capabilities gained
No inflated numbers —
only what actually changed.
Beyond a simple gateway
Edge nodes carry acquisition, processing, computation, inference and coordination together.
A mine-wide data chain
Underground, surface and central platform coordinate through unified models and services.
A base for later intelligence
A reusable edge foundation for on-site analysis, intelligent recognition and operations management.
Transferable experience
Proven engineering experience,
ready for new environments.
- 01Edge platforms for mining and industrial sites
- 02SCADA and device data ingestion
- 03Edge AI task management
- 04Remote maintenance of distributed nodes
Project consultation
Clarify the business problem first,
then decide how the system should be built.
Tell us the business problem to solve, your existing systems and the outcome you expect — we usually reply within 1 business day.