Emerson, a global automation leader, and SiMa.ai, a machine learning pioneer, announced a strategic partnership to integrate hardware-accelerated processing capabilities directly into industrial computing systems.
The partnership aims to incorporate SiMa.ai’s machine learning system-on-a-chip technology into Emerson’s industrial personal computers to deliver localized, high-performance computing power to factory floors and remote field operations without the need for connectivity to cloud servers.
This initiative targets the rapidly growing industrial automation sector. According to industry data, the global industrial market for advanced analytical technologies is expected to reach $43.6 billion in 2024 and expand at a compound annual growth rate of 23%, potentially reaching $153.9 billion by 2030.
Decentralization of industrial data systems
For decades, modern factory settings have relied on centralized cloud architectures to process complex data and return operational insights. Although this architecture is effective for long-term analysis, it incurs transmission delays, requires large amounts of bandwidth, and is highly dependent on a constant external Internet connection. This is a luxury not available in isolated operating environments.
This collaboration addresses these constraints by facilitating fully closed-loop decision-making at the edge. The integrated platform processes multimodal data streams such as high-speed video feeds, audio input, text, and environmental sensor telemetry locally and in real-time.
By keeping data on-premises, industrial operators can maintain zero-latency response times for safety-critical applications while protecting their own operational telemetry from the security responsibilities associated with public networks.
Engineering for harsh field conditions
Industrial operations regularly expose hardware to conditions that can cause standard commercial computer failures. According to technical specifications provided by the companies, the new Emerson industrial PCs with processors are designed to withstand harsh physical environments.
The system is fully operational over a wide temperature range of -40°F to 140°F (-40°C to 70°C). Additionally, the enclosure is specifically designed to withstand the continuous mechanical vibrations and strong shocks typical of heavy industrial manufacturing and extraction sites.
SiMa.ai’s architecture delivers high computational throughput with a minimal thermal and power footprint, ensuring the computer can operate within an enclosed, fanless control cabinet.
“Our partnership with SiMa.ai brings specialized computing technology to our industrial PCs, which, when combined with our integrated sensor technology, edge software and enterprise analytics, provides the complete solution industrial organizations need,” he said. Ram Krishnan, Emerson’s Chief Operating Officer, said:
Widespread implementation across process and discrete sectors
The companies have identified ready-to-deploy applications across a variety of industry sectors. This technology is designed to move field operations from passive, reactive monitoring to localized, autonomous coordination.
In upstream oil and gas operations, this technology enables automated wellhead management, continuous flare monitoring, and instant detection of fire, smoke, or methane leaks in remote and porous geographic areas.
In discrete manufacturing plants and automotive plants, the system powers high-speed smart vision inspection systems to detect minute defects and equipment anomalies directly on the assembly line, minimizing product waste.
Finally, in heavy infrastructure and logistics, edge processing power optimizes the energy consumption of compressed air systems and manages real-time routing of robots and automated guided vehicles as they move through active warehouses.
“When operations teams leverage physical AI at the edge, they move beyond simple monitoring to closed-loop autonomy that allows them to adjust processes in real time.” Krishna Rangasai, Chief Executive Officer of SiMa.ai said:
Emerson, headquartered in St. Louis, Missouri, is a global technology and engineering company providing automation software and hardware solutions to essential industries around the world. Emerson helps manufacturers optimize operations, keep workers safe and reduce emissions through a growing portfolio of advanced technologies.
SiMa.ai is an enterprise technology developer specializing in physical AI applications. The company offers a purpose-built software-centric platform designed to scale machine learning deployments across robotics, automotive, aerospace, defense, and industrial automation. Headquartered in San Jose, California, the company is backed by top technology investors and led by industry veteran engineers.
Follow Bisinfotech WhatsApp channel to stay updated on India’s emerging technology ecosystem
