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Research Articles

by Yulin Wang

11 Jun 2025

Addressing Tariff Pressures and Labor Costs with Cobots

Faced with rising raw material costs from tariffs, labor shortages, and increasing operational pressures, the automotive and material-handling industries are turning to collaborative robots (cobots) as a flexible, cost-saving solution to boost efficiency, reduce downtime, and remain competitive in a rapidly evolving manufacturing landscape.
03 Jun 2025

Humanoid Robots to Have a 14-Fold Market Expansion in 5 Years

The article highlights the rapid growth of the humanoid robot market through 2035, emphasizing a projected $10 billion opportunity in sensory components, especially tactile sensors, LiDAR, and cameras, as demand for dexterous and spatially aware robots increases
20 May 2025

In-Cabin Sensor Advancements: Radar or 3D Cameras?

In-cabin sensing innovations from Tesla, Seeing Machines, and LG Electronics—leveraging radar, 3d cameras, and AI—are transforming vehicle safety and personalization, setting the stage for a US$6 billion market by 2035.
06 May 2025

Fast Growth of Humanoid Robots in the Automotive & Logistics Industry

By 2025, major automotive players such as Tesla and BYD are set to scale humanoid robot deployment over 10x, paving the way for a projected 1.6 million units in use across the industry by 2035, according to IDTechEx. While current unit costs exceed US$100,000, prices are forecast to drop to US$20,000, driving broader adoption in both the automotive and logistics sectors.
23 Apr 2025

Collaborative Robots Drive Workforce Return in Auto Industry

Collaborative robots (cobots) are reshaping automotive manufacturing by enabling safe, flexible, and efficient human-robot collaboration across tasks like assembly, screwing, and polishing, thanks to advanced force sensing, AI-driven vision, and intuitive programming. As electric vehicle production grows and factories seek greater agility, cobots offer a scalable solution, with their market projected to expand significantly through 2045.
17 Apr 2025

Automotive OEMs Integrating AI into In-Cabin Sensing

The article highlights how automotive OEMs are increasingly integrating AI-driven in-cabin sensing technologies into software-defined vehicle architectures, particularly in response to upcoming regulatory requirements like the EU's Advanced Driver Distraction Warning (ADDW).
10 Mar 2025

Insights from CES 2025: In-Cabin Sensing and Software-Defined Vehicles

As regulatory frameworks such as the EU's Advanced Driver Distraction Warning (ADDW) near enforcement, automotive OEMs increasingly integrate in-cabin sensing technologies with software-defined vehicle architectures. This shift, evident at CES 2025, marks a pivotal moment in the automotive industry as OEMs leverage existing hardware—such as infrared and RGB cameras—to develop new revenue streams and enhance user experiences.
30 Jan 2025

Commercial Trends for Data Center Liquid Cooling

The total market size of liquid cooling is set to have a 6-fold increase over the upcoming decade. In this short video, IDTechEx Senior Technology Analyst Yulin Wang explains some of the commercial trends for data center liquid cooling.
03 Jan 2025

Cost Analysis and Value Chain Analysis Data Center Cooling

The data center cooling value chain is long, complicated, and chaotic, consisting of multiple stakeholders. Data center cooling happens on multiple levels including chip and server level, as well as the rack and facility level.
18 Nov 2024

Thermal Management: TIM, Data Centers, EV Power Electronics

In this article, IDTechEx will summarize the main trends of thermal management in the data center and EV power electronics industries, as well as the recent developments of thermal interface materials used.
05 Nov 2024

Two-Phase Liquid Cooling - The Future of High-End GPUs

As of 2024, single-phase direct-to-chip (D2C) cooling dominates the high-end GPU thermal management market. However, with the increasing thermal design power (TDP), two-phase D2C cooling will be required.
08 Oct 2024

The Rise of AI Drives 9 Fold Surge in Liquid Cooling Technology

The rapid rise of AI and HPC (high performing computing) applications is driving a fundamental shift in data center cooling strategies. As chips like Nvidia's B200 and Intel's Falcon Shores GPU push the limits of thermal design power, direct-to-chip and immersion cooling solutions are becoming critical to managing the heat loads in modern data centers.
01 Aug 2024

High-Performance TIMs: Beyond Traditional TIM Materials

With the ever-increasing need for heat dissipation, high-performance thermal interface materials with higher thermal conductivity and other properties are becoming essential. Driven by this trend, a number of high-performance TIMs are emerging. This article primarily introduces the advantages and drawbacks of advanced carbon-based TIMs. However, it is worth noting that many other TIMs offer superior performance.
08 Jul 2024

Unlocking Secrets: TIM Fillers Trading Insights and Market Trends

Thermal interface materials (TIMs) are composed of thermal fillers and matrix materials. Thermal fillers are highly thermally conductive substances, while matrix materials are typically used to enhance mechanical properties.
21 Jun 2024

The Rise of Ag Sintering and Cu Sintering

With the trend from Si IGBT to SiC MOSFET in electric vehicle (EV) power electronics, the junction temperature is expected to increase from 150°C to 175°C with the potential to exceed 200°C. This brings significant challenges for thermal management.
04 Jun 2024

Die-Attach Material Trend For EV Power Electronics

Thermal management for EV power electronics has long posed significant challenges. The ongoing shift from Si IGBT and SiC MOSFET to potentially GaN HEMT in the future results in higher junction temperatures and increased demand for die-attach materials in EV power modules. In traditional Si IGBT power modules, die-attach materials like Pb95Sn5 and Pb92.5Sn5Ag2.5 struggle to meet reliability requirements for packaging power devices in high-temperature applications due to creep-fatigue concerns.
28 May 2024

Thermal Filler for TIMs: How to Select the Most Suitable TIM Fillers

Thermal interface materials (TIMs) are increasingly adopted, with the market size expected to exceed US$8 billion by 2034. Thermal fillers play a crucial role in TIMs as they directly affect properties such as thermal conductivity, viscosity, cost, abrasiveness, and several other factors.
16 Apr 2024

Thermal Material Trends Driven by SiC Adoption in EV Power Electronics

The move towards 800V and above in electric vehicles is already well underway, spearheaded by numerous automotive OEMs such as GM, Hyundai, VW, and Lucid Motors. These platforms enhance efficiency by minimizing joule losses and allowing for the downsizing of high-voltage cabling, thus reducing weight.
22 Mar 2024

Integration of DMS & OMS Offers Advancements for In-Cabin Monitoring

In-cabin monitoring, comprising both Driver Monitoring System (DMS) and Occupancy Monitoring System (OMS), has experienced significant growth since the start of 2024. Traditionally, DMS relies on 2D infrared cameras, while OMS utilizes 3D sensing modules like 3D time-of-flight (ToF) cameras or radar modules.
22 Feb 2024

Tesla Adopts Interior Radar for Interior Monitoring

With the shift towards electric vehicles, end-users are becoming less concerned about traditional differentiators like engine horsepower and are placing greater emphasis on smart interior functions. This trend is compelling automotive OEMs to invest more efforts in enhancing interior features, thereby adding greater value to their products and distinguishing them from other vehicles.
18 Dec 2023

The Continued Rise of the Robotics Industry Over the Next Decade

Due to rising labor costs and labor shortages, coupled with the surge in e-commerce and logistics demands, the mobile robotics market is rapidly expanding. IDTechEx's forecast indicates that the annual market size for mobile robotics in logistics and delivery is set to approach US$150 billion, marked by a robust double-digit compound annual growth rate (CAGR) over the next two decades.
12 Dec 2023

Regulations - Drivers for Mandating Driver Monitoring Systems

Driver monitoring systems (DMS) have gained considerable momentum, driven by the escalating SAE autonomous driving levels and regulatory frameworks in key regions like the USA, Europe, China, Japan, and others.
04 Dec 2023

Drone Delivery - Flytrex Experienced 7-Fold Increase Last Year?

Flytrex is one of the leading companies in autonomous drone delivery. In 2022, the company reported a 765% increase in deliveries after achieving regulatory approval from the Federal Aviation Agency to begin its automated drone delivery services in the Dallas-Fort Worth area. Founded in 2013, Flytrex has made significant efforts in developing their autonomous drones for delivery services. However, as a common barrier for the drone industry, it takes Flytrex a long time before they get the green light from regulatory bodies.
01 Dec 2023

Future Technologies, Materials, and Markets for Thermal Management

The battery deservedly takes the major focus when it comes to technology development in EVs. But an EV's powertrain has to act holistically to operate with optimal performance and interact with the passenger cabin's conditioning system. This means that the thermal management of the motors, power electronics, and how this all interacts is just as important as the battery.
20 Oct 2023

Outdoor AMRs, Next Driver For Mobile Robotics Market?

In the realm of automation, where innovation meets industry, a groundbreaking revolution is sweeping through the landscape of automated guided vehicles (AGVs). Traditionally confined indoors for tasks like intralogistics and material handling, AGVs are breaking free into the great outdoors, driven by advancements in navigation technologies and the emergence of Autonomous Mobile Robots (AMRs).
06 Oct 2023

Tech Giants Drive Surge in Data Center Thermal Management Demand

As reported by Nvidia's Q2 financial statement, its second-quarter data center's revenue was a record US$10.32 billion, up 141% from the previous quarter and up 171% from a year ago. With the increasing demand for high-performance servers in data centers, IDTechEx has seen challenges in data center thermal management and tremendous opportunities in this industry.
18 Sep 2023

Increased Mobile Robotics Flexibility Leads to Increased Efficiency

Mobile robots have experienced substantial growth in the last decade due to their autonomous mobility, which has been propelled by advancements in robotics technology, autonomous navigation, and artificial intelligence. IDTechEx's market research report, titled "Mobile Robotics in Logistics, Warehousing, and Delivery 2024-2044", delves into the technical, regulatory, and market aspects influencing the emerging logistics mobile robot industry.
25 Aug 2023

Why Data Centers Adopt Cold Plates for Liquid Cooling Over Immersion

The increasing power density of data center racks, driven by technologies like cloud computing, generative AI, and crypto mining, has led to the exploration of liquid cooling as a thermal management solution.
19 Jul 2023

Single-Phase Cooling: The Preferred Choice in Data Center

With the continuous increase in the thermal design power (TDP) of chips, traditional air-cooling methods are struggling to meet the cooling requirements of modern hyperscale data centers. As a result, liquid cooling has emerged as a promising solution due to the high specific heat capacity of liquids.
19 Jun 2023

Will Liquid Cooling Dominate Thermal Management for Data Centers?

Over the past 16 years, the thermal design power (TDP) of GPUs has quadrupled. With the increasing demand for AI, cloud computing, and crypto mining, IDTechEx expects the power consumption of server boards and data centers to continue rising.
18 May 2023

Using Sensors for Smart Factories & Efficient Manufacturing

With the high inflation, increasing labor costs, labor shortage, energy crisis, and hybrid working, the manufacturing industry experienced significant turmoil in 2022. Although some of these have started to get eased, 2023 is still expected to be a challenging year for the manufacturing industry.
08 May 2023

Advanced Materials and High-Performance Thermal Pastes

Thermal Interface Materials (TIMs) come in different forms, including thermal pads, thermal grease, gap fillers, thermal paste, and thermal gels. Thermal gel and thermal paste, two of the most commonly used forms, have gained significant momentum over the past several years, especially in the EV, data center, and 5G industries.
04 Apr 2023

Rise of High-Performance TIMs in ADAS and Data Centers

Thermal Interface Materials (TIMs) come in different forms and thermal conductivities. Typical TIM forms include gap pads, thermal greases, thermally conductive adhesives (TCA), and phase change materials.
22 Mar 2023

Thermal Interface Materials Breaking Status Quo as EV Batteries Evolve

Thermal Interface Material (TIM) plays an important role in power electronics, computing processors, sensors, and energy storage devices. TIMs are the materials used to fill the void between heat sources and heat sinks to enhance heat transfer.
15 Mar 2023

LiDAR On Its Way Out? Camera's Market Size From 76% to 79% by 2033

Autonomous mobility is the key value proposition for many robots. Thanks to the successes of self-driving systems in commercial vehicles from companies like Tesla and John Deere. Autonomous driving has gained significant momentum across the robotics industry.
24 Feb 2023

Cobots On the Rise For the Automotive and Material-Handling Industries

As a pioneer in adopting traditional industrial robots, the automotive manufacturing industry has significantly improved its productivity and efficiency. Although traditional industrial robots have presented significant benefits, one of the fundamental challenges is their high downtime costs.