November 8, 2025
November 8, 2025

Manufacturing data infrastructure depends on reliable, predictable communication between sensors, actuators, controllers, and enterprise systems. However, standard Ethernet technology was originally designed for office networks where occasional delays have minimal impact. Industrial automation requires deterministic communication where timing guarantees are essential for coordinated operations.
Bhagath Karunakaran, CEO and founder of Kalycito, an industrial IoT software solutions company, recently discussed how Time-Sensitive Networking (TSN) combined with OPC UA addresses this fundamental challenge. His company has pioneered open source implementations that demonstrate how these technologies enable standardized, deterministic communication from field devices to cloud systems.
This guide examines TSN technology fundamentals, the integration with OPC UA, and the implications for organizations building modern manufacturing data infrastructure.
Standard Ethernet was developed using Carrier Sense Multiple Access with Collision Detection (CSMA/CD), a protocol designed for shared coaxial cable networks where multiple devices might transmit simultaneously. When signal collisions occur, devices back off for random time intervals before attempting retransmission. On subsequent collisions, the random delay increases.
This approach works well for office networks where print job delays or file transfer variations have minimal consequences. However, the random timing introduced by collision handling makes standard Ethernet unsuitable for applications requiring predictable communication timing—professional audio/video broadcasting requiring synchronized playback, automotive systems with safety-critical timing constraints, or industrial automation where coordinated robot movements depend on precise command timing.
Time-Sensitive Networking represents a fundamental upgrade to Ethernet standards to address these limitations. Rather than creating entirely new networking technology, TSN extends existing Ethernet infrastructure with mechanisms that guarantee deterministic communication timing. This approach parallels other Ethernet evolution—the progression from 10 to 100 to 1000 Megabit speeds, or the quality of service improvements that made Voice over IP practical.
The IEEE established a task group dedicated to developing TSN standards applicable across multiple industries requiring deterministic communication. These standards enable the same base networking technology to support both standard office networking and time-critical industrial applications.
Understanding TSN's importance requires examining the fundamental connectivity challenge in industrial automation. Manufacturing systems contain numerous sensors and actuators that must connect to controllers running coordination algorithms. Individual cabling from each sensor to controllers creates several problems:
Cable weight and volume: Hundreds or thousands of individual sensor connections require substantial cable infrastructure, particularly problematic in space-constrained environments or mobile machinery.
Installation and maintenance complexity: Managing individual connections for each sensor increases both initial installation costs and ongoing maintenance burden when troubleshooting or modifying systems.
Signal quality over distance: Analog signals degrade over cable length, limiting sensor placement options and requiring signal conditioning equipment.
Organizations initially addressed these challenges by adopting serial communication protocols, then various Ethernet-based approaches. However, standard Ethernet's non-deterministic behavior led major automation vendors to develop proprietary extensions—PROFINET from Siemens, EtherCAT from Beckhoff, and numerous others. Each solved the determinism problem but created industry fragmentation where devices using different protocols cannot directly communicate.
TSN addresses the root cause by fixing Ethernet's determinism limitations at the base protocol level. This approach enables a single hardware platform to support multiple application protocols while providing guaranteed timing performance.
The standardization of deterministic Ethernet through TSN provides several advantages for organizations building data infrastructure:
Hardware standardization: Future network interfaces will likely include TSN capabilities by default, similar to how current Ethernet ports support various speed grades. This standardization reduces custom hardware requirements and enables economies of scale that lower infrastructure costs.
Protocol flexibility: With determinism provided at the network layer, organizations can deploy different application protocols on the same physical infrastructure based on specific requirements rather than hardware constraints. This flexibility supports gradual migration strategies and integration of equipment from different vendors.
Simplified integration: Standardized deterministic networking enables direct communication between devices that previously required protocol converters or gateways, reducing integration complexity and potential failure points in data infrastructure.
Edge-to-cloud connectivity: TSN provides a foundation for unified networking architectures that span from field devices through edge processing to enterprise systems, eliminating the need for multiple network segments with different technologies.
While TSN addresses determinism at the network layer, application-level protocols define how devices exchange information. OPC UA has established itself as a vendor-neutral standard for industrial data exchange, primarily in client-server configurations suitable for enterprise-level integration.
The OPC UA PubSub specification extends the protocol to support publish-subscribe communication patterns required for field-level device interaction. Unlike client-server patterns where applications explicitly request data, publish-subscribe enables efficient one-to-many and many-to-many communication patterns common in automation systems.
This extension allows OPC UA to span from field devices to enterprise systems, providing consistent data modeling and security throughout the entire architecture. When combined with TSN's deterministic networking, OPC UA PubSub enables standardized field-level communication with guaranteed timing characteristics.
The combination represents convergence from two directions—TSN providing deterministic networking from the bottom up, and OPC UA extending downward from enterprise systems to field devices. This convergence enables unified data architectures rather than separate networks for control and information layers.
The IEEE 802.1 TSN task group developed standards applicable across multiple industries. For industrial automation specifically, the IEEE 60802 standard defines TSN profiles for industrial applications, specifying which TSN features apply to common automation use cases and how devices should implement them.
The Field Level Communication (FLC) initiative brings together organizations committed to implementing these industrial TSN profiles. Rather than competing standards from individual vendors, FLC participants work toward interoperable implementations based on IEEE 60802.
For organizations planning infrastructure investments, FLC progress indicates the timeline for standardized TSN-enabled devices. Controller-to-controller integration using TSN is already demonstrated in various implementations. End devices incorporating TSN capabilities are expected within the next few years as component costs decrease and software implementations mature.
Kalycito's open source OPC UA and TSN project, conducted in partnership with Fraunhofer IOSB and Open Source Automation Development Lab (OSADL), demonstrates how open source development accelerates technology adoption. The project delivered the first open source OPC UA PubSub implementation, certified stacks for embedded device profiles, and PubSub security implementations.
This approach reduces barriers for device manufacturers and system integrators implementing these standards. Rather than developing communication stacks from scratch, organizations can leverage tested, certified implementations and focus development resources on application-specific functionality.
The project operates through a collaborative funding model where multiple companies contribute resources toward shared objectives. Recent phases received support from ABB, ARM, B&R, Intel, Kontron, and Siemens, indicating broad industry commitment to open, standardized implementations.
For data leaders evaluating technology vendors, open source implementations provide several advantages:
Reduced vendor lock-in: Standard implementations available across multiple platforms and vendors prevent dependency on proprietary solutions.
Faster integration: Proven, tested code reduces integration time compared to custom development.
Community support: Active open source communities provide resources for troubleshooting and best practices beyond individual vendor support.
Transparency: Open source enables security audits and validation of implementation quality not possible with closed-source solutions.
Organizations implementing TSN and OPC UA PubSub should consider several practical factors:
Phased migration approach: Existing installations using various fieldbus protocols will not immediately migrate to TSN-based solutions. Organizations should plan transition strategies that support both legacy protocols and new TSN-enabled devices during multi-year migration timeframes.
Network infrastructure evaluation: TSN requires network switches and infrastructure that support the relevant IEEE standards. Organizations should assess current network equipment and plan upgrades to enable TSN capabilities where deterministic communication provides value.
Use case prioritization: Not all manufacturing communication requires TSN's deterministic guarantees. Organizations should identify applications where guaranteed timing delivers clear benefits—motion control, synchronized multi-axis operations, or safety-critical systems—and prioritize TSN deployment accordingly.
Security architecture: OPC UA provides robust security mechanisms including encryption and authentication. Organizations should implement these security features consistently across field and enterprise networks, recognizing that increased connectivity creates additional security considerations.
Skills development: TSN and OPC UA represent relatively new technology combinations. Organizations need technical staff familiar with both networking fundamentals and industrial automation requirements to design, implement, and maintain these systems effectively.
Time-Sensitive Networking combined with OPC UA PubSub addresses fundamental limitations in industrial data infrastructure. TSN provides deterministic networking that enables standardized, time-critical communication without proprietary protocol extensions. OPC UA PubSub extends proven information modeling and security capabilities to field-level devices.
Together, these technologies enable unified network architectures spanning from sensors to enterprise analytics platforms. This unification simplifies infrastructure management, reduces integration complexity, and provides flexibility to deploy best-of-breed solutions rather than complete vendor ecosystems.
For organizations building data infrastructure to support advanced analytics and AI, standardized deterministic communication removes integration barriers and accelerates deployment of data-driven applications. The convergence toward open standards supported by major vendors indicates that TSN and OPC UA represent strategic technology directions rather than experimental approaches.
Organizations planning infrastructure investments should monitor standardization progress through initiatives like FLC, evaluate vendor roadmaps for TSN support, and consider pilot implementations in high-value use cases where deterministic communication enables capabilities not possible with existing networks.