Cold Plates vs Spray Cooling: Performance Advantages
APR 22, 20269 MIN READ
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Cold Plates vs Spray Cooling Technology Background and Goals
Thermal management has emerged as one of the most critical challenges in modern electronics and high-performance computing systems. As power densities continue to escalate in data centers, electric vehicles, and advanced semiconductor devices, traditional air cooling methods have reached their operational limits. This technological inflection point has driven the development of advanced liquid cooling solutions, with cold plates and spray cooling representing two distinct yet complementary approaches to address thermal dissipation requirements.
Cold plate technology represents an evolution of conventional heat sink designs, incorporating internal fluid channels to enhance heat transfer capabilities. These systems utilize direct contact between heated surfaces and circulating coolant through precisely engineered flow paths. The technology has matured significantly over the past decade, with manufacturers developing increasingly sophisticated channel geometries and surface enhancement techniques to maximize thermal performance while minimizing pressure drop penalties.
Spray cooling technology operates on fundamentally different principles, leveraging the superior heat transfer characteristics of phase change processes. By directing fine droplets of coolant directly onto heated surfaces, these systems exploit both convective heat transfer and latent heat of vaporization. This approach has gained considerable attention in applications requiring extremely high heat flux removal capabilities, particularly where traditional cooling methods prove inadequate.
The convergence of these technologies reflects broader industry trends toward electrification and miniaturization. Data center operators face mounting pressure to improve energy efficiency while accommodating ever-increasing computational demands. Electric vehicle manufacturers require thermal solutions capable of managing battery and power electronics cooling within stringent weight and space constraints. Semiconductor manufacturers must address thermal challenges in advanced packaging technologies where heat fluxes can exceed 1000 W/cm².
The primary objective of comparing these technologies centers on establishing performance benchmarks across multiple criteria including heat transfer effectiveness, energy consumption, system complexity, and operational reliability. Understanding the fundamental advantages and limitations of each approach enables informed decision-making for specific application requirements. This analysis aims to identify optimal deployment scenarios for both technologies while highlighting emerging hybrid approaches that combine elements of each system.
Secondary objectives include evaluating scalability potential, maintenance requirements, and long-term cost implications. As thermal management becomes increasingly critical to system performance and reliability, organizations require comprehensive understanding of available solutions to make strategic technology investments that align with future operational demands and sustainability goals.
Cold plate technology represents an evolution of conventional heat sink designs, incorporating internal fluid channels to enhance heat transfer capabilities. These systems utilize direct contact between heated surfaces and circulating coolant through precisely engineered flow paths. The technology has matured significantly over the past decade, with manufacturers developing increasingly sophisticated channel geometries and surface enhancement techniques to maximize thermal performance while minimizing pressure drop penalties.
Spray cooling technology operates on fundamentally different principles, leveraging the superior heat transfer characteristics of phase change processes. By directing fine droplets of coolant directly onto heated surfaces, these systems exploit both convective heat transfer and latent heat of vaporization. This approach has gained considerable attention in applications requiring extremely high heat flux removal capabilities, particularly where traditional cooling methods prove inadequate.
The convergence of these technologies reflects broader industry trends toward electrification and miniaturization. Data center operators face mounting pressure to improve energy efficiency while accommodating ever-increasing computational demands. Electric vehicle manufacturers require thermal solutions capable of managing battery and power electronics cooling within stringent weight and space constraints. Semiconductor manufacturers must address thermal challenges in advanced packaging technologies where heat fluxes can exceed 1000 W/cm².
The primary objective of comparing these technologies centers on establishing performance benchmarks across multiple criteria including heat transfer effectiveness, energy consumption, system complexity, and operational reliability. Understanding the fundamental advantages and limitations of each approach enables informed decision-making for specific application requirements. This analysis aims to identify optimal deployment scenarios for both technologies while highlighting emerging hybrid approaches that combine elements of each system.
Secondary objectives include evaluating scalability potential, maintenance requirements, and long-term cost implications. As thermal management becomes increasingly critical to system performance and reliability, organizations require comprehensive understanding of available solutions to make strategic technology investments that align with future operational demands and sustainability goals.
Market Demand for Advanced Thermal Management Solutions
The global thermal management market is experiencing unprecedented growth driven by the exponential increase in heat generation across multiple industries. Data centers, which consume substantial energy and generate significant heat loads, represent one of the most critical application areas. The proliferation of artificial intelligence, machine learning, and high-performance computing has intensified thermal challenges, with server processors and GPUs generating heat densities that traditional air cooling systems cannot adequately address.
Electric vehicle adoption is creating substantial demand for advanced thermal management solutions. Battery thermal management systems require precise temperature control to ensure safety, performance, and longevity. Power electronics in EVs, including inverters and charging systems, generate considerable heat that must be efficiently dissipated to maintain optimal performance and prevent thermal runaway conditions.
The electronics industry faces mounting pressure to manage heat in increasingly compact form factors. Consumer electronics, telecommunications equipment, and industrial automation systems require sophisticated cooling solutions to maintain reliability and performance. The trend toward miniaturization while increasing power density has made thermal management a critical design consideration rather than an afterthought.
Renewable energy systems, particularly solar inverters and wind turbine power electronics, demand robust thermal management to ensure reliable operation in harsh environmental conditions. The push for higher efficiency and power density in these applications has created opportunities for advanced cooling technologies that can operate effectively across wide temperature ranges.
Industrial manufacturing processes increasingly rely on high-power equipment that generates substantial heat loads. Laser systems, welding equipment, and power supplies require precise thermal control to maintain process quality and equipment reliability. The Industry 4.0 movement toward smart manufacturing has further emphasized the importance of thermal management in maintaining consistent production quality.
Aerospace and defense applications present unique thermal management challenges due to extreme operating conditions and stringent reliability requirements. Avionics systems, radar equipment, and electronic warfare systems must operate reliably across wide temperature ranges while maintaining compact form factors and low weight profiles.
The telecommunications infrastructure expansion, driven by 5G deployment and edge computing, has created significant demand for efficient cooling solutions. Base stations and edge computing nodes require reliable thermal management to ensure continuous operation and prevent service disruptions.
Electric vehicle adoption is creating substantial demand for advanced thermal management solutions. Battery thermal management systems require precise temperature control to ensure safety, performance, and longevity. Power electronics in EVs, including inverters and charging systems, generate considerable heat that must be efficiently dissipated to maintain optimal performance and prevent thermal runaway conditions.
The electronics industry faces mounting pressure to manage heat in increasingly compact form factors. Consumer electronics, telecommunications equipment, and industrial automation systems require sophisticated cooling solutions to maintain reliability and performance. The trend toward miniaturization while increasing power density has made thermal management a critical design consideration rather than an afterthought.
Renewable energy systems, particularly solar inverters and wind turbine power electronics, demand robust thermal management to ensure reliable operation in harsh environmental conditions. The push for higher efficiency and power density in these applications has created opportunities for advanced cooling technologies that can operate effectively across wide temperature ranges.
Industrial manufacturing processes increasingly rely on high-power equipment that generates substantial heat loads. Laser systems, welding equipment, and power supplies require precise thermal control to maintain process quality and equipment reliability. The Industry 4.0 movement toward smart manufacturing has further emphasized the importance of thermal management in maintaining consistent production quality.
Aerospace and defense applications present unique thermal management challenges due to extreme operating conditions and stringent reliability requirements. Avionics systems, radar equipment, and electronic warfare systems must operate reliably across wide temperature ranges while maintaining compact form factors and low weight profiles.
The telecommunications infrastructure expansion, driven by 5G deployment and edge computing, has created significant demand for efficient cooling solutions. Base stations and edge computing nodes require reliable thermal management to ensure continuous operation and prevent service disruptions.
Current State and Challenges in Cooling Technologies
The thermal management landscape for high-performance electronic systems has reached a critical juncture where traditional air cooling methods are increasingly inadequate. Modern processors, graphics cards, and data center equipment generate heat fluxes exceeding 200 W/cm², pushing conventional cooling solutions beyond their operational limits. This thermal bottleneck has intensified the search for advanced liquid cooling technologies, with cold plates and spray cooling emerging as leading contenders.
Cold plate technology represents the current mainstream approach in liquid cooling applications. These systems utilize conductive heat transfer through direct contact between heated surfaces and coolant-filled channels or chambers. The technology has matured significantly, with microchannel designs achieving heat transfer coefficients of 10,000-50,000 W/m²K. However, cold plates face inherent limitations in thermal resistance due to the solid-liquid interface and potential hotspot formation in non-uniform heat generation scenarios.
Spray cooling technology offers a fundamentally different approach through direct impingement of coolant droplets onto heated surfaces. This method leverages both sensible and latent heat transfer mechanisms, potentially achieving heat transfer coefficients exceeding 100,000 W/m²K. The technology demonstrates superior performance in managing non-uniform heat distributions and can handle extreme heat fluxes up to 1,000 W/cm². Despite these advantages, spray cooling faces significant implementation challenges.
The primary obstacles limiting widespread spray cooling adoption include complex fluid management systems, precise nozzle design requirements, and potential reliability concerns related to clogging and droplet uniformity. Manufacturing costs remain substantially higher than cold plate systems, with specialized pumping and control systems adding complexity. Additionally, the technology requires sophisticated feedback mechanisms to maintain optimal spray patterns and flow rates.
Geographic distribution of cooling technology development shows concentrated activity in North America and Asia-Pacific regions, driven by semiconductor and data center industries. European markets focus primarily on automotive and industrial applications, while emerging markets are gradually adopting liquid cooling solutions as electronic device complexity increases.
Current technical challenges span both cooling approaches. Cold plates struggle with pressure drop optimization, manufacturing scalability for complex geometries, and thermal interface material degradation. Spray cooling faces hurdles in droplet size control, surface wetting optimization, and integration with existing thermal management architectures. Both technologies require advancement in coolant formulations to enhance thermal properties while maintaining system compatibility and environmental compliance.
Cold plate technology represents the current mainstream approach in liquid cooling applications. These systems utilize conductive heat transfer through direct contact between heated surfaces and coolant-filled channels or chambers. The technology has matured significantly, with microchannel designs achieving heat transfer coefficients of 10,000-50,000 W/m²K. However, cold plates face inherent limitations in thermal resistance due to the solid-liquid interface and potential hotspot formation in non-uniform heat generation scenarios.
Spray cooling technology offers a fundamentally different approach through direct impingement of coolant droplets onto heated surfaces. This method leverages both sensible and latent heat transfer mechanisms, potentially achieving heat transfer coefficients exceeding 100,000 W/m²K. The technology demonstrates superior performance in managing non-uniform heat distributions and can handle extreme heat fluxes up to 1,000 W/cm². Despite these advantages, spray cooling faces significant implementation challenges.
The primary obstacles limiting widespread spray cooling adoption include complex fluid management systems, precise nozzle design requirements, and potential reliability concerns related to clogging and droplet uniformity. Manufacturing costs remain substantially higher than cold plate systems, with specialized pumping and control systems adding complexity. Additionally, the technology requires sophisticated feedback mechanisms to maintain optimal spray patterns and flow rates.
Geographic distribution of cooling technology development shows concentrated activity in North America and Asia-Pacific regions, driven by semiconductor and data center industries. European markets focus primarily on automotive and industrial applications, while emerging markets are gradually adopting liquid cooling solutions as electronic device complexity increases.
Current technical challenges span both cooling approaches. Cold plates struggle with pressure drop optimization, manufacturing scalability for complex geometries, and thermal interface material degradation. Spray cooling faces hurdles in droplet size control, surface wetting optimization, and integration with existing thermal management architectures. Both technologies require advancement in coolant formulations to enhance thermal properties while maintaining system compatibility and environmental compliance.
Existing Cold Plate and Spray Cooling Solutions
01 Cold plate cooling systems with enhanced heat transfer structures
Cold plate cooling systems utilize structured channels, fins, or microchannels to enhance heat transfer efficiency. These designs optimize fluid flow patterns and increase surface area contact between the cooling medium and heat-generating components. Advanced cold plate configurations incorporate turbulence-inducing features and optimized flow distribution to achieve superior thermal management performance in high-power density applications.- Cold plate cooling systems with enhanced heat transfer structures: Cold plate cooling systems utilize structured channels, fins, or microchannels to enhance heat transfer efficiency. These designs optimize fluid flow patterns and increase surface area contact between the cooling medium and heat-generating components. Advanced cold plate configurations incorporate variable channel geometries and turbulence-inducing features to maximize thermal performance while maintaining manageable pressure drops.
- Spray cooling technology and nozzle configurations: Spray cooling employs atomized liquid droplets directed at heated surfaces to achieve high heat flux removal through evaporative cooling. The technology relies on optimized nozzle designs, spray patterns, and droplet size distributions to maximize heat transfer coefficients. Various spray configurations including single-phase and two-phase cooling mechanisms are utilized to address different thermal management requirements.
- Hybrid cooling systems combining multiple cooling methods: Hybrid cooling approaches integrate cold plate technology with spray cooling or other thermal management techniques to leverage the advantages of each method. These systems can dynamically switch between cooling modes or operate them simultaneously based on thermal load conditions. The combination allows for improved thermal performance across varying operational scenarios while optimizing energy efficiency.
- Thermal management for high-power electronics and data centers: Advanced cooling solutions specifically designed for high-density electronic components and server applications address the challenges of increasing power densities. These systems incorporate specialized cold plate designs or spray cooling arrays optimized for electronics cooling, featuring low thermal resistance pathways and uniform temperature distribution. Integration considerations include compatibility with electronic packaging and reliability under continuous operation.
- Performance optimization through fluid selection and flow control: Cooling system performance is significantly influenced by coolant properties and flow management strategies. Various working fluids including water, refrigerants, and dielectric liquids are selected based on thermal properties, compatibility, and application requirements. Flow control mechanisms such as variable pumping, pressure regulation, and distribution manifolds are employed to optimize cooling efficiency and maintain uniform thermal conditions across cooled surfaces.
02 Spray cooling technology with nozzle configurations
Spray cooling systems employ specialized nozzle designs to atomize coolant into fine droplets that impinge directly onto heated surfaces. This approach leverages phase change heat transfer and high convective coefficients to achieve rapid cooling. The technology includes various nozzle arrangements, spray patterns, and droplet size optimization to maximize heat dissipation while minimizing coolant consumption.Expand Specific Solutions03 Hybrid cooling systems combining multiple cooling methods
Hybrid cooling architectures integrate different cooling technologies to leverage the advantages of each approach. These systems may combine liquid cooling plates with spray cooling or other thermal management techniques to address varying thermal loads and spatial constraints. The integration allows for adaptive cooling strategies that optimize performance across different operating conditions and power levels.Expand Specific Solutions04 Thermal management for high-power electronics and data centers
Advanced cooling solutions specifically designed for high-power electronic components and data center applications address the challenges of increasing heat flux densities. These systems incorporate optimized coolant distribution networks, enhanced heat exchange surfaces, and intelligent thermal control mechanisms. The designs focus on maintaining component temperatures within operational limits while maximizing energy efficiency and system reliability.Expand Specific Solutions05 Performance evaluation and comparative analysis of cooling technologies
Methodologies for assessing and comparing the thermal performance of different cooling technologies involve standardized testing protocols, thermal resistance measurements, and efficiency metrics. Comparative studies examine factors such as heat removal capacity, temperature uniformity, pressure drop, coolant requirements, and system complexity. These evaluations guide the selection of appropriate cooling solutions based on specific application requirements and constraints.Expand Specific Solutions
Key Players in Thermal Management Industry
The thermal management industry is experiencing rapid growth driven by increasing heat dissipation demands in data centers, electric vehicles, and high-performance computing applications. The market demonstrates significant expansion potential as traditional cold plate solutions face limitations in handling extreme heat loads, creating opportunities for advanced spray cooling technologies. Technology maturity varies considerably across market participants, with established players like Hewlett Packard Enterprise Development LP and BMW AG implementing mature cold plate systems in their products, while specialized companies such as Systems Spray Cooled LLC and Wieland Microcool LLC are advancing spray cooling innovations. Research institutions including the Naval Research Laboratory and University of Science & Technology Beijing are contributing to fundamental technology development. The competitive landscape shows a transition phase where conventional cooling methods are being challenged by emerging spray cooling solutions, indicating an industry poised for technological disruption as performance requirements continue escalating beyond traditional cooling capabilities.
Systems Spray Cooled LLC
Technical Solution: Systems Spray Cooled LLC specializes in advanced spray cooling technology that utilizes direct liquid impingement on heated surfaces to achieve superior heat transfer coefficients compared to traditional cold plate systems. Their spray cooling solutions can achieve heat transfer rates of 100-500 W/cm² with significantly reduced thermal resistance. The technology employs precision-engineered nozzles that create optimized droplet size distribution and impact velocity, enabling efficient heat removal from high-power density electronic components. The system operates with lower coolant flow rates while maintaining superior cooling performance, making it ideal for applications requiring compact thermal management solutions with minimal weight penalties.
Advantages: Superior heat transfer performance, compact design, lower coolant requirements. Disadvantages: Higher complexity in nozzle design and potential for clogging issues.
Honeywell International Technologies Ltd.
Technical Solution: Honeywell has developed both cold plate and spray cooling technologies for aerospace and industrial applications. Their cold plate systems feature advanced vapor chamber integration with liquid cooling loops, achieving thermal conductivities exceeding 10,000 W/mK in the vapor phase. For spray cooling applications, Honeywell utilizes piezoelectric actuators to control droplet formation and impingement characteristics, enabling precise thermal management for mission-critical electronics. Their hybrid cooling approach combines the reliability of cold plates with the high-performance capabilities of spray cooling, allowing for adaptive thermal management based on real-time heat load requirements. The systems are designed to operate in harsh environments with temperature ranges from -40°C to 85°C.
Advantages: Hybrid approach flexibility, aerospace-grade reliability, wide operating temperature range. Disadvantages: Higher system complexity and cost, requires sophisticated control systems.
Core Innovations in Comparative Cooling Performance
Cold plate and method of manufacturing cold plate
PatentPendingUS20250048587A1
Innovation
- A cold plate design featuring heat transfer portions that protrude from the base plate towards the cover plate, with a heat transfer joining portion formed by laser welding to join at least a portion of the tips of the heat transfer portions to the cover plate, thereby reducing gaps and enhancing heat transfer.
Cold plates and liquid cooling systems for electronic devices
PatentPendingUS20230025921A1
Innovation
- The use of metal foam in the cold plate's fin bank structure, which promotes smaller bubble formation and quicker detachment, reducing wall superheat and enhancing cooling capacity through its open-cell structure and interconnected voids.
Energy Efficiency Standards for Cooling Systems
Energy efficiency standards for cooling systems have become increasingly stringent as global environmental concerns and operational cost pressures intensify. Current international standards, including ASHRAE 90.1 and ISO 14040 series, establish baseline requirements for thermal management systems across various applications. These standards typically mandate minimum coefficient of performance (COP) values, power usage effectiveness (PUE) metrics, and energy consumption thresholds that cooling technologies must meet or exceed.
Cold plate cooling systems generally demonstrate superior energy efficiency compared to traditional air cooling methods, with typical COP values ranging from 15-25 in optimal operating conditions. The direct heat transfer mechanism eliminates intermediate thermal interfaces, reducing parasitic losses and enabling precise temperature control with minimal energy expenditure. Modern cold plate designs incorporating microchannel architectures can achieve thermal resistances below 0.1 K/W while maintaining pump power consumption under 50 watts for high-performance computing applications.
Spray cooling technology presents a more complex energy efficiency profile due to its reliance on phase change heat transfer mechanisms. While the latent heat of vaporization provides exceptional heat removal capacity, the energy requirements for fluid circulation, atomization, and vapor management can significantly impact overall system efficiency. Current spray cooling implementations typically achieve COP values between 8-15, though advanced closed-loop systems with vapor recovery can approach cold plate efficiency levels.
Emerging energy efficiency standards specifically targeting liquid cooling systems are being developed by organizations such as the Green Grid and JEDEC. These standards emphasize total system energy consumption, including auxiliary components like pumps, fans, and control systems. The proposed metrics include cooling energy ratio (CER) and infrastructure efficiency ratios that account for the complete thermal management ecosystem rather than isolated component performance.
Regulatory compliance considerations are driving adoption of more efficient cooling technologies across data centers, automotive electronics, and industrial applications. The European Union's Ecodesign Directive and similar regulations in other regions are establishing mandatory energy efficiency requirements that favor advanced liquid cooling solutions over conventional air-based systems, creating market incentives for continued technological advancement in both cold plate and spray cooling domains.
Cold plate cooling systems generally demonstrate superior energy efficiency compared to traditional air cooling methods, with typical COP values ranging from 15-25 in optimal operating conditions. The direct heat transfer mechanism eliminates intermediate thermal interfaces, reducing parasitic losses and enabling precise temperature control with minimal energy expenditure. Modern cold plate designs incorporating microchannel architectures can achieve thermal resistances below 0.1 K/W while maintaining pump power consumption under 50 watts for high-performance computing applications.
Spray cooling technology presents a more complex energy efficiency profile due to its reliance on phase change heat transfer mechanisms. While the latent heat of vaporization provides exceptional heat removal capacity, the energy requirements for fluid circulation, atomization, and vapor management can significantly impact overall system efficiency. Current spray cooling implementations typically achieve COP values between 8-15, though advanced closed-loop systems with vapor recovery can approach cold plate efficiency levels.
Emerging energy efficiency standards specifically targeting liquid cooling systems are being developed by organizations such as the Green Grid and JEDEC. These standards emphasize total system energy consumption, including auxiliary components like pumps, fans, and control systems. The proposed metrics include cooling energy ratio (CER) and infrastructure efficiency ratios that account for the complete thermal management ecosystem rather than isolated component performance.
Regulatory compliance considerations are driving adoption of more efficient cooling technologies across data centers, automotive electronics, and industrial applications. The European Union's Ecodesign Directive and similar regulations in other regions are establishing mandatory energy efficiency requirements that favor advanced liquid cooling solutions over conventional air-based systems, creating market incentives for continued technological advancement in both cold plate and spray cooling domains.
Cost-Benefit Analysis of Cooling Technology Selection
The economic evaluation of cold plates versus spray cooling systems requires a comprehensive analysis of both initial capital expenditure and long-term operational costs. Cold plate systems typically demand higher upfront investment due to their complex manufacturing processes, precision machining requirements, and specialized materials such as copper or aluminum substrates with embedded cooling channels. The initial cost per unit can range from $50 to $200 depending on size and complexity. In contrast, spray cooling systems present lower initial hardware costs, with basic nozzle assemblies and pumping systems starting at $30 to $100 per cooling unit, making them attractive for budget-conscious implementations.
Operational expenditure analysis reveals significant differences in energy consumption patterns between these technologies. Cold plate systems demonstrate superior energy efficiency with coefficient of performance values ranging from 15 to 25, translating to annual energy costs of approximately $200 to $400 per kilowatt of cooling capacity. Spray cooling systems, while offering excellent heat transfer performance, typically consume 20-30% more energy due to pumping requirements and fluid circulation losses, resulting in annual operational costs of $250 to $520 per kilowatt capacity.
Maintenance cost considerations favor cold plate technology due to its passive cooling mechanism and reduced component complexity. Annual maintenance expenses typically account for 2-3% of initial investment, primarily involving periodic cleaning and thermal interface material replacement. Spray cooling systems require more intensive maintenance protocols, including nozzle cleaning, fluid quality management, and pump servicing, resulting in maintenance costs representing 4-6% of initial investment annually.
The total cost of ownership analysis over a five-year operational period demonstrates that cold plate systems achieve cost parity with spray cooling solutions despite higher initial investment. When factoring in reliability improvements, reduced downtime costs, and lower maintenance requirements, cold plates present a 15-20% lower total cost of ownership for most data center and high-performance computing applications, making them the economically preferred solution for long-term deployments.
Operational expenditure analysis reveals significant differences in energy consumption patterns between these technologies. Cold plate systems demonstrate superior energy efficiency with coefficient of performance values ranging from 15 to 25, translating to annual energy costs of approximately $200 to $400 per kilowatt of cooling capacity. Spray cooling systems, while offering excellent heat transfer performance, typically consume 20-30% more energy due to pumping requirements and fluid circulation losses, resulting in annual operational costs of $250 to $520 per kilowatt capacity.
Maintenance cost considerations favor cold plate technology due to its passive cooling mechanism and reduced component complexity. Annual maintenance expenses typically account for 2-3% of initial investment, primarily involving periodic cleaning and thermal interface material replacement. Spray cooling systems require more intensive maintenance protocols, including nozzle cleaning, fluid quality management, and pump servicing, resulting in maintenance costs representing 4-6% of initial investment annually.
The total cost of ownership analysis over a five-year operational period demonstrates that cold plate systems achieve cost parity with spray cooling solutions despite higher initial investment. When factoring in reliability improvements, reduced downtime costs, and lower maintenance requirements, cold plates present a 15-20% lower total cost of ownership for most data center and high-performance computing applications, making them the economically preferred solution for long-term deployments.
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