Search results for: 'software energy AI data analysis'

The advancement of physical and embodied AI is facilitating a shift away from traditional repeatable-motion automation toward robots that can perceive, make decisions, and act in unpredictable real-world conditions. This will enable highly dexterous manipulation that exceeds conventional pick-and-place automation. As learning-based policies, founda...

The Advanced Manufacturing Technology Opportunity Engine provides profiles of innovations related to Extrusion Based 3D Printer for Large-scale Additive Manufacturing, AI/ML Based System for Optimized Ceramic 3D Printing, AI Enabled High Precision Robot, Advanced Autonomous Mobile Robot for Efficient Material Handling, Phase Transition Actuation Ba...

The Advanced Manufacturing Technology Opportunity Engine provides profiles of innovations related to Continuous Nano-extrusion, Scalable Amorphous Extrusion, AI-driven Swarm Robotics, Cloud-orchestrated Adaptive AMRs, Advanced Hot Melt Extrusion (HME) ProcessThe Advanced Manufacturing TOE covers global innovations and developments related to manufa...

This study focuses on heterogeneous computing architectures for automotive and robotics applications, examining how centralized and zonal compute architectures, heterogeneous SoCs integrating CPUs, GPUs, NPUs, DSPs, FPGAs, and dedicated safety islands, as well as robotics edge-AI controllers and mixed-criticality computing platforms, are enabling t...

The additive manufacturing sector has seen significant growth in recent years owing to growing demand for customized products and complex geometries in various sectors, including automotive, defense, aerospace, consumer electronics, manufacturing, and energy. AI has a wide range of applications in additive manufacturing at various levels and is a k...

29 Dec 2025  |  Global  |  Market Research

Pumps and Valves Market in Data Centers, Global, 2024–2031

AI Expansion and Liquid Cooling Adoption are Accelerating the Demand for Pumps and Valves in Data Centers

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This study provides an understanding of the market opportunities for pumps and valve suppliers in data centers with forecasts until 2030. Pumps and valves play a vital role in maintaining the efficiency and overall sustainability of data center operations. As part of a larger system, these are extensively used for cooling and water management purpo...

The Middle East is entering a new phase of industrial development in which water security, energy efficiency, and sustainability have become critical determinants of manufacturing competitiveness. Increasing industrial water demand, energy-intensive production processes, climate-related resource constraints, and evolving national sustainability age...

Vibration condition monitoring (CM) is a method of using sensors and software tools to ensure machine health and maintain safety. Machine sensors use machine monitoring software and other parameters to measure vibration and the thermography of a machine, which offers real-time insight into the health of the machine. For nearly a decade, vibrati...

AI maturity, implementation, and AI-enabled or AI-augmented operations are increasing year over year, moving from pilot to production. Because AI delivers the biggest business outcomes, it is a top outcome driver. The impact of AI can be seen in quality control and computer vision in smart manufacturing as well. AI-powered visual inspection transfo...