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Back in February of this year, we launched SEMI Works™, a landmark SEMI program designed to grow and sustain the electronics industry talent pipeline from the ground up. But it was much more than a program launch. The introduction was a resounding statement of our passionate commitment to workforce development and its incontrovertible importance to the future of the microelectronics industry. No one’s passion for workforce development burns brighter than SEMI CEO Ajit Manocha’s. In April, he reiterated SEMI’s focus to make good on this commitment and laid out the broad outlines of SEMI Works. From the outset, our sights have been firmly fixed on execution. The National Science Foundation (NSF), a United States government agency that supports fundamental research and education in science and engineering, recently lent its support to SEMI Works with a $6 million investment to develop a scalable, sustainable apparatus to meet current and future talent requirements of the end-to-end electronics manufacturing industry. And more financial backing – this time from abroad – could well be in the offing. We are pressing ahead to develop the infrastructure to connect talent, industry and education providers at scale. We are expanding proven programs for exciting and engaging students in experiential learning opportunities at a young age. And we are paving the way to offer career and educational pathways through high school, college and adult and veteran training. Regional partners are essential to scaling these programs, and to date we have identified three regions for pilots to develop the infrastructure and business model that will be heartbeat of SEMI Works.Moore’s Law is losing steam, raising hard questions about the semiconductor industry’s ability to maintain its swift pace of innovation. The clarion call for chipmakers is to design ever smaller electronic circuits with higher processing power for devices with shrinking form factors. More computing muscle is crucial to advances in smart manufacturing, medtech, quantum computing, artificial intelligence (AI), 5G and the IoT – all technologies that generate and consume staggering amounts of data.Yet no obstacle to industry growth stands as tall as the brick wall of the talent shortage. A highly skilled workforce is essential to invention. As an industry, we’ll only be equal to the world’s greatest challenges by recruiting, training and retaining the best and brightest.At this critical juncture in what is the world’s most strategic industry, the public and private sectors must work collaboratively to leverage their collective strength to produce the talent required to power technology development today and well into the future.In 2020 SEMI will mark 50 years of facilitating collaborations to mint new technologies and markets. We are uniquely positioned, with our members, to lead what history may one day record as our most important effort to date, a push that could impact the world for decades to come. The industry needs a lasting solution to expand and sustain its talent pipeline. SEMI is taking decisive action with SEMI Works. Mike Russo is vice president of Global Industry Advocacy at SEMI.
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The semiconductor industry is in the final throes of its most recent cyclical downturn, but clear demand drivers on the horizon, such as 5G and autonomous driving, have created a decidedly upbeat mood at SEMI’s Strategic Materials Conference, held this week in San Jose, California. Increased connectivity in daily lives will not only dramatically boost semiconductor volumes, but the physical challenges of improving chip performance have positioned materials as the key enabling technology of the fourth industrial revolution – creating opportunities for suppliers to capture significant value. Most speakers were quick to underscore the importance of materials innovation. According to Dave Anderson, president of SEMI Americas, “We are entering the era of the material scientist,” and the role of materials in semiconductor manufacturing “has never been more important.” Carlos Diaz, senior director, corporate research at foundry major TSMC, said that the future “belongs to new materials and processes,” while Bertrand Loy, president and CEO, Entegris, told attendees the world is on the brink of the fourth industrial revolution, where technology will be fusing “physical, digital, and biological worlds and transforming our collective lives.” Len Jelinek, senior director/semiconductor manufacturing, IHS Markit, noted that 2019 has been a challenging year for semiconductor revenue – expectations are for a 12.5% decline YOY – but said he is not forecasting “doom and gloom” because of positive consumer demand trends beyond 2019. These include the rollout of 5G networks, internet of things (IoT), artificial intelligence (AI), and autonomous vehicles. Jelinek emphasized the foundational impact of 5G in particular. “Don’t think of 5G’s impact only in terms of handsets. It’s an enabling technology that will have broad-based impact” and will be key to creating a sustainable recovery in semiconductor demand in the second half of 2020. The current semiconductor downturn – the industry’s 10th – was initiated by an imbalance in memory supply and demand, and the lack of resolution of trade issues between China and the US is threatening to amplify volatility. Smartphones, the number-one application for semiconductors, are currently challenged by extended replacement cycles, and total handset shipments are set for its second year of decline. “We, as consumers, are waiting for revolutionary features such as 5G speeds, biometrics, foldable handsets and AI capabilities,” Jelinek says. Recent iterations have been merely evolutionary, and premium handset costs have escalated, he adds. Automotive electronics, which account for about 10% of global semiconductor demand, will eke out slight growth in 2019, Jelinek says. “Long-term semi component revenue growth within the Auto segment will focus on increasing content within cars supporting advanced safety features.” During his session, Duncan Meldrum, chief economist and founder of Hilltop Economics, addressed recent threats of a recession. “Underlying economic fundamentals are strong, but we are at that point in the business cycle where it doesn’t take much to knock the economy into recession,” he says. “I am telling people to have a contingency plan in place.” Nevertheless, Meldrum laid out reasons for optimism. Most economies have plenty of jobs, and consumers have been confident despite negative headlines. “For the average person, a tariff trade war gets to be noise. If they don’t see immediate impact, they tend to eventually discount all the headline noise. The same goes for Washington politics or Brexit.” There are no serious signs of inflation pressures in the US or other major economies, he adds. Beyond the cycleLonger-term, explosive growth in connected devices will create a runway for semiconductor volume growth. According to SEMI, over 30 billion devices are currently connected and another 200 million are added daily. By 2020, the number of connected devices will reach 1 trillion. “The growth profile for industry will be very strong and a multiplicity of drivers will bring more stability to this industry,” Loy adds. “But before this future becomes a reality we have a lot of work to do.” Current chips need to be faster and cheaper. “Physical scaling is not going to get us there, we’ve hit those limits,” Loy adds. “We have to look at new architectures and materials.” Loy called on the materials sector to need to “up our game” and spend more on R D. “Customers want us to make our products in very tight process window and ship to control. They want extreme purity for everything. It’s a long list of to-dos and it’s going to cost us a lot,” he adds. Among the needed innovations are photoresist hard masks to hand high aspect ratio, new etch chemistries for better rates and higher selectivity, and new cleaning chemistries for high aspect ratio geometry with high selectivity.Loy also identified contamination control as a key challenge for material suppliers. “When you think about purity and contaminants, you need to think about size, concentration levels, and classes. To optimize yields and lower wafer defectivity, our customers expect materials to be very pure and exhibit low variability.” The payoff for customers is large; a 1% yield improvement can mean $150 million in annual net profit for a leading-edge logic fab, Loy says. For a 3D NAND fab, that figure can be around $110 million per year. But these requirements are getting exponentially tighter. From 28 to 7 nm, the metal impurity concentration limit became 1,000 times lower, Loy notes. Contamination control is even more vital when the potential impacts of latent defects – which are difficult to detect in a fab and during electrical testing – are considered, particularly in emerging applications like autonomous driving, Loy says. “The cost of yield loss is expensive, but failure in a critical optical sensor of a car could be significantly greater, in terms of recalls or even human loss of life.” To meet tightening purity requirements, Loy recommends throwing out traditional thinking about contamination control. “In the past, we could get away with simple filtrations,” he says. “That’s no longer going to work. We need to collectively, up and down the supply chain, migrate to better filtration and purification and also rethink chemical delivery systems and packaging solutions to preserve the integrity of our products.”Metrology will also be key, but analytical capability is lagging. “We all like to believe that we cannot control what we cannot see, but that is exactly what we have to do.” The need for innovation is also being felt at the wafer level. Kevin Light, director, Applications Technology Americas at Siltronic Corp., said that as semiconductor markets become more diversified, silicon suppliers must recognize the distinct challenges each segment faces. Better wafer properties are required for next-generation chips, he adds. “Excessive wafer geometry can cause errors during lithography, especially when printing even smaller linewidths,” he says. The end result can be defocus and placement errors. When dealing with “More than Moore” architectures, wafer requirements are driven by other factors than defects. “More than Moore applications do not benefit from scaling, but instead drive capabilities of separate silicon parameters,” Light says. “In some cases you need high doping, in others the doping needs to be precise.” Czochralski crystal growth is suitable for high dopant levels, but the concentrations vary at the top and bottom of the ingot. Float Zone crystals avoid oxygen incorporation and provide consistent doping. These variations make Czochralski process suitable for PowerMOS, and Float Zone appropriate for IGBT. Compound semiconductor layers, such as GaN-on-Si, offer potential advantages owing to higher switching speeds and critical breakdown fields, he adds. “Silicon wafer requirements are diversifying as the devices themselves find increasing use outside of traditional logic,” Light adds. “Moore’s law is alive and next-gen computing will continue to push the limits of flatness and cleanliness. Meanwhile, demands of energy efficiency, electrification, IoT, and 5G drive wafer requirements other than scaling, including extremely high doped or ultra-low oxygen growing techniques, high lifetimes, and substrates engineered for compounds semiconductors.” Driverless futureAutonomous driving was a frequent discussion topic at SMC. Although IHS Markit does not see it really rolling out until past 2025, the disruption to the auto industry’s status quo is very much being felt now. Dragos Maciuca, executive technical director, Palo Alto Research and Innovation Center at Ford Motor Company, says cars of the future will be autonomous, connected, electrified, and shared. “The biggest transformation will be the shift from mechanical hardware to software,” he says. “Currently [a car] is a mechanical thing that has some electronics. Going forward, it will be a software-driven system that happens to control some mechanical elements.” The transition is already way under way, so much so that autonomous technology developed for the automotive industry is already being spun off into other sectors, such as mining and agriculture, and the auto industry’s competitive landscape is already seeing changes. OEMs and carmakers are entering the market from the traditional auto industry side, while companies such as Google are participating from the software side. “Others, like Uber and Lyft, are coming in from the business plan point of view to eliminate drivers and improve margins,” Maciuca adds. Autonomous driving will require numerous innovations, many of which will require new electronic materials and production processes. “We need weight savings, space savings, and advanced architecture,” Maciuca says. “We also need customization to print circuits as the vehicle comes down the line.” The tech community is proving up to the task. For LIDAR, there were just two technologies available a few years ago, he adds. The impact on chipmakers is also already being felt. “The automotive industry used to buy older chips,” Maciuca says. “Now we are moving to a stage where we need the very first chips at the most advanced node. And we are using them for safety-critical operations. If an AI chip that is supposed to detect a human fails, the consequences can be very severe.”Rebecca Coons is a senior editor at Chemical Week. Republished with permission from Chemical Week.The SEMI Electronic Materials Group (SEMI EMG) is the backbone of the Strategic Materials Conference. EMG is a technology community representing SEMI member companies that provide substrates, polymers, metals, organic and inorganic materials, chemicals, and gases that are developed or in use for the manufacturing of electronics. The group is open to SEMI Members involved in materials manufacture, distribution, and services throughout the microelectronics industry. For more details, please visit the website.
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The combination of state-of-the-art semiconductor devices and upcoming manufacturing technologies for cost-effective processing of flexible film substrates has paved the way for a large variety of new applications in the emerging Flexible Hybrid Electronics (FHE).SEMI spoke with Professor Christoph Kutter, executive director, Fraunhofer EMFT, about current FHE technologies and market opportunities ahead of the Get Started with Flexible Hybrid Electronics workshop organized by Fraunhofer EMFT and supported by SEMI, 15 October, 2019, in Munich, Germany. To register for the event, click here.SEMI: Recent developments in thin semiconductors, new materials and cost-effective processing techniques have opened the door to a plurality of new applications and future products. What are the most innovative integration approaches?Kutter: Most interesting is the hybrid integration approach – the combination of most modern printing technologies and lithographically defined semi-additive copper wiring systems with state-of-the-art semiconductor components. Combining these best-of-breed technologies enables low-cost and high-volume printing but also ultra-low power electronics, which is important for every wireless device without or with limited power supply.SEMI: Integrating sensors, integrated circuits (IC), displays, antennas and communication devices on film substrates enables extremely thin and bendable form factors for applications where existing board-level technologies fall short. What are the key enabler technologies?Kutter: Key enabling technologies are fabrication of high-performance wiring patterns, integration of ultra-thin bare dies/components and ongoing advancements in roll-to-roll processing of film substrates. Besides the manufacturing technologies, materials such as electronic inks, substrates, isolation and passivation layers play a key role.SEMI: Are you currently working and experimenting on something particularly exciting?Kutter: We are in the process of developing an adaptive roll-to-roll direct imaging system that analyzes the position of the components manufactured before adaptive lithography steps are carried out in real time. We think that this concept will open up completely new processing possibilities for us. The technical infrastructure making this development possible is funded within the framework of the Research Fab Microelectronics Germany (FMD), the largest cross-site R D cooperation for microelectronics and nanoelectronics in Europe.SEMI: Can you share some details about the Fraunhofer EMFT roadmap?Kutter: Fraunhofer will push the hybrid integration – for example, combining printing technologies with high-performance CMOS – since we are convinced that hybrid integration is the only way to offer low-power systems for IoT with the highest performance and at the lowest cost. For this purpose, we are currently setting up a roll-to-roll die bond and component assembly machine.SEMI: What are your expectations for the future of flexible electronics and why would you recommend attending the workshop in Munich?Kutter: Flexible hybrid integration is becoming more important and offers the best of both worlds: mass volume printing technologies integrated with high performance ultra-low power electronics. You will see many examples of hybrid integration approaches during the workshop. This is a very important opportunity to highlight the latest developments in the semiconductor industry. Researchers, market analysts, material and product developers, and equipment suppliers will gather to provide insights into the latest flexible hybrid electronics innovations. We are particularly proud to organize this platform with SEMI and FlexTech Alliance.Agenda - Get Started with Flexible Hybrid ElectronicsLocation: Fraunhofer EMFT, Hansastrasse 27d, 80686 Munich, GermanyConference Chair: Prof. Dr. Christoph KutterENTRANCE Fees: 150 € VAT excl.Contact: [email protected] Prof. Dr. Christoph Kutter is the director of the Fraunhofer EMFT, focusing on sensing technologies based on silicon electronics and flexible hybrid integration technologies.Kutter completed his physics studies at TU Munich. In 1995, he earned his doctorate in physics at the University of Konstanz. Serena Brischetto is a marketing and communications manager at SEMI Europe.
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John Smee, VP Engineering, Qualcomm Technologies Inc., will share insights on 5G – which is evolving to enable more reliable connectivity with higher performance in and beyond the era of Internet of Things (IoT) – in his keynote at MEMS Sensors Executive Congress, October 22-24, 2019, in Coronado, Calif.SEMI’s Maria Vetrano caught up with John to give MSEC attendees a preview of his talk.SEMI: Why should MEMS and sensors suppliers stand up and take note of the evolution in 5G, particularly 5G NR?Smee: 5G is the unifying fabric that will connect virtually everything around us. 5G New Radio (NR) is the global standard for a unified, more capable 5G wireless air interface. It will deliver significantly faster and more responsive mobile broadband experiences to users. It will also extend mobile technology to connect and redefine a multitude of new industries, including the IoT.As tens of millions of MEMS and sensors are the core components providing intelligence and interactivity to IoT devices, suppliers need to understand the capabilities and efficiencies that 5G will bring to connect the wide range of MEMS and sensors.We should also recognize that we are at the beginning of the 5G era, and 5G technologies will continue to evolve and expand in the coming years to connect new types of devices in increasingly efficient ways.SEMI: What’s special about the upcoming release of 5G NR, 3GPP Rel-16?Smee: While the first 5G NR release, 3GPP Rel-15, focused primarily on enhanced mobile broadband (eMBB), it also established a solid technology foundation for continued evolution in Rel-16 and beyond.With Rel-16, we are seeing 5G NR’s expansion beyond eMBB to address new tiers of IoT services such as industrial IoT (e.g., automation) with ultra-reliable, low-latency communication (URLLC) and cellular vehicle-to-everything (C-V2X) for more advanced use cases, such as autonomous driving. MEMS and sensors are critically important to both types of use cases as they collect the raw information of the physical world, and 5G is the connectivity of these sensors to the network. This makes the technologies inextricably linked.MEMS and sensors are equally integral to the development of more efficient low-complexity massive IoT devices (MIoT) with in-band 5G NR deployments of enhanced machine-type communication (eMTC)/narrowband Internet of Things (NB-IoT) and the use of the new 5G Core Network. In practical terms, devices that enable smart city use cases – such as smart utility monitoring, connected parking meters, and smart street lighting solutions that support 3GPP Rel-16 – are MIoT devices that will delight city administrators and dwellers with their improved coverage and efficiency. SEMI: In addition to low-complexity MIoT devices, what other markets will benefit most from the evolution in 5G NR?Smee: We continue to enhance 5G NR to support the high-performance IoT, including URLLC.URLLC is one of the many new 5G capabilities that wasn’t possible with the previous generation of cellular technologies, such as LTE. Because it delivers services at very high reliability (i.e., 99.9999%) and ultra-low latency (i.e., sub-1ms), URLLC literally opens up new use cases that that only wired communication could serve in the past. Industrial IoT applications that require a mix of high reliability and low latency, such as robotic arm command and control, are foremost among these new URLLC use cases.Another example of IoT taking advantage of URLLC is smart grid, where faults in the electricity distribution network require immediate protection and control to ensure safety and avoid equipment damage.SEMI: How is Qualcomm building on the eMTC/NB-IoT for low-power wide-area IoT (LPWA) – and how will this influence IoT connectivity?Smee: We continue to evolve eMTC/NB-IoT beyond its initial 3GPP release in Rel-13, making these foundational LPWA IoT technologies more capable and efficient as they become the basis for 5G massive IoT.The most significant updates to eMTC/NB-IoT include multi-cast and positioning support in Rel-14 and improved spectral/power efficiencies in Rel-15. Multi-cast can help service providers to deliver firmware updates over the air with greater efficiency, which speeds deployment of new features. Positioning can create new values, which can inform end users where their assets/packages are located, potentially safeguarding assets in transit. Improving spectral/power efficiencies offers more power-efficient transmissions, which takes less toll on battery-operated devices.With Rel-16, we have further optimized eMTC/NB-IoT, which is supported by the new 5G Core Network and is also deployable in 5G spectrum in-band with other 5G NR services.The evolutionary path ahead for eMTC/NB-IoT enables support for an even wider range of 5G massive IoT devices. New enhancements in the pipeline, such as grant-free uplink and multi-hop mesh, will boost efficiency and coverage area that much more.SEMI: Where do mobile broadband devices such as ultra-high-definition (UHD) security cameras fall within Qualcomm’s realization of 5G-NR?Smee: Mobile broadband is at the core of 5G NR. We see it both powering the new generation of 5G smartphones and expanding beyond traditional devices (including always-connected PCs and tablets) to address the needs of high-performance IoT devices such as UHD security cameras.It’s actually an important part of our vision for 5G to have an industrial network that requires all types of 5G connectivity for devices spanning eMBB (e.g., cameras, laptops), URLLC (e.g., machines) and MIoT (e.g., sensors).SEMI: What can the MEMS and sensors industry do to prepare for the 5G wave?Smee: Because 5G can evolve to deliver even better performance and efficiency for connecting sensors in the 5G world, we will see even more widespread adoption of MEMS and sensors into larger numbers of connected applications. MEMS and sensors suppliers, therefore, need to get ready for the 5G wave by preparing to support 5G connectivity in their devices, which will ultimately help to realize the 5G vision of connecting virtually everything in the world around us.John Smee, Ph.D., is vice president of engineering at Qualcomm Technologies Inc., where he is the 5G R D lead responsible for overseeing all 5G research projects, including end-end systems design and advanced RF/HW/SW prototype implementations in Qualcomm’s wireless research and development group. He joined Qualcomm in 2000, holds over 100 U.S. Patents, and has been involved in the design, innovation, and productization of wireless communications systems such as 5G NR, 4G LTE, 3G CDMA, and IEEE 802.11. He also leads Qualcomm’s companywide academic collaboration program across technologies including wireless, semiconductor, multimedia, security and machine learning. John was chosen to participate in the National Academy of Engineering Frontiers of Engineering program and received his Ph.D. in electrical engineering from Princeton University and also holds an M.A. from Princeton and an M.Sc. and B.Sc. from Queen’s University.Smee will present Evolving 5G NR to Connect the Internet of Things on Wednesday, October 23, 2019, at MEMS Sensors Executive Congress, Coronado Island Marriott Resort Spa in Coronado, Calif.Register today to learn how 5G NR will transform the user experience with MEMS- and sensors-enabled devices in IoT, automation and beyond.Interested in engaging with the MEMS and sensors supply chain? MEMS Sensors Industry Group is a SEMI technology community that enables the MEMS and sensors industry to innovate, address common challenges and accelerate business results.Maria Vetrano is a public relations consultant for SEMI.
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SEMI spoke with Dr. Mikko Söderlund, sales director for Beneq’s semiconductor business, about trends in Atomic Layer Deposition (ALD) applications. Söderlund shared his views ahead of his presentation at SEMI MEMS Imaging Sensors Summit, 25-27 September, 2019, at the WTC in Grenoble, France. Join us at the event to meet Beneq and other key industry influencers. Registration is open.SEMI: The Backside Illuminated (BSI) CMOS Image Sensors (CIS) market continues to experience steady growth. Which applications are currently driving market growth?Söderlund: BSI CMOS Image Sensor market continues to be driven by mobile, security, automotive and Internet of Things (IoT) applications – so there seems to be plenty of opportunities for BSI CIS market to grow further.SEMI: What is critical for advanced thin-film deposition methods to extract best electrical performance?Söderlund: It is critical to control the material properties of the deposited layer (such as charge density, resistivity or barrier property) and of course, film uniformity and conformality. Furthermore, controlling material interfaces is also important, especially for sensitive III-V materials. {% video_player "embed_player" overrideable=False, type='scriptV4', hide_playlist=True, viral_sharing=False, embed_button=False, width='350', height='197', player_id='12721134435', style='margin: 0px auto; display: block; float: right; margin-left: auto; margin-right: auto; width: 350px;' %} Coatings and material features based on existing standard techniques can be very expensive, or not feasible at all. What does Atomic Layer Deposition (ALD), as a thin film coating method, offer in particular?Söderlund: ALD offers dense, highly conformal and pinhole-free best-in-class functional layers for dielectrics, passivation, encapsulation and much more. As a gentle and precise layer-by-layer method, ALD is extremely well-suited for deposition of such performance critical layers over large surface areas such as a cassette of wafers.SEMI: Please describe the Atomic Layer Deposition (ALD) coating process. Söderlund: ALD is based on a self-limiting surface reaction controlled thin film deposition. During coating, two or more chemical vapors or gaseous precursors react sequentially on the substrate surface, producing a solid thin film (see schematic below). Most ALD coating systems use a flow-through traveling wave setup, where an inert carrier gas flows through the system and precursors are injected as very short pulses into this carrier flow. The carrier gas flow takes the precursor pulses as sequential waves through the reaction chamber, followed by a pumping line, filtering systems and, eventually, a vacuum pump.SEMI: What are the two leading edge ALD applications?Söderlund: Today’s leading-edge ALD applications are in logic (high-k/metal gate, multiple patterning) and memory (DRAM capacitor, 3D NAND). Within the More-than-Moore (MtM) markets, CIS and MEMS (actuators and sensors, RF) have been early adopters of ALD, and we also see ALD being introduced in GaN Power and RF, as well as photonics.SEMI: Give us one prediction about the opportunities offered by advanced imaging applications.Söderlund: The large diversity of imaging applications will continue to drive growth and innovation. For example, machine vision is expected to transform the imaging landscape. We see this as a big opportunity for advanced thin-film deposition methods such as ALD, provided that the tools are versatile enough to address the diverse manufacturing requirements.SEMI: What are your expectations for SEMI MEMS Imaging Sensors Summit and why do you invite your peers to attend? Söderlund: The summit brings together all key RF stakeholders in the MEMS and imaging sensors industry, and we are looking forward to a great event. It’s a special event for us as we are officially launching a new ALD cluster tool product specifically engineered for the MtM applications – so this brings great excitement that we want to share with the attendees.Dr. Mikko Söderlund is Sales Director for Beneq’s semiconductor business. He has more than 20 years of experience in product development, product management, technical sales and business development across the photonics, OLED, and semiconductor industries. Mikko received his Ph.D. in Micro- and Nanotechnology from the Helsinki University of Technology. Serena Brischetto is a marketing and communications manager at SEMI Europe.
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In the long unfolding arc of technology innovation, artificial intelligence (AI) looms immense. In its quest to mimic human behavior, the technology touches energy, agriculture, manufacturing, logistics, healthcare, construction, transportation and nearly every other imaginable industry – a defining role that promises to fast track the fourth Industrial Revolution. And if the industry oracles have it right, AI growth will be nothing shy of explosive.“The gains these days are not incremental,” said Ajit Manocha, SEMI president and CEO, said to a gathering in July of the Chinese American Semiconductor Professional Association (CASPA) for its Summer Symposium at SEMI’s headquarters in Milpitas. “They are hockey stick – exponential – with AI semiconductors growing in market size from $4 billion this year to $70 billion in 2025.”Manocha left little doubt that AI is remaking the semiconductor industry and, in the process, the world at large. Internet of Things (IoT) and 4G/5G, both key AI enablers, will account for more than 75 percent of device connections by 2025.“Today, 30 billion devices worldwide are connected,” Manocha said, citing an Applied Materials prediction that the number of connected devices globally will grow to between 500 billion and 1 trillion by 2030. Those devices will generate stunning amounts of data collected, interpreted and used to reason, solve problems, learn and plan, leading to the holy grail of autonomous machine behavior.To process this colossal amount of data central to the promise of AI, the industry must break through the limits of a key technology: memory. Memory a Critical AI BottleneckThe challenge for memory starts with performance. Historically, every decade gains in compute performance have outpaced improvements in memory speed by 100 times, and over the past 20 years that gap has grown, said Steven Woo, a fellow and distinguished inventor at Rambus, presenting at the symposium. The upshot is that memory has bottlenecked compute and, in turn, AI performance. The industry has responded with new ways to implement memory systems on AI chips. Each is suited to unique performance requirements and, of course, comes with trade-offs. Among the frontrunners: On-chip memory delivers the highest bandwidth and power efficiency but is limited in capacity. HBM (High Bandwidth Memory) offers both very high memory bandwidth and density. GDDR balances trade-offs among bandwidth, power efficiency, cost and reliability. Since 2012, AI training capability has grown 300,000 times, besting Moore’s law by 25,000 times in doubling every 3.5 months, a blistering pace compared to the 18-month doubling cycle of Moore’s law, Woo said. The staggering improvements have been driven by parallel computing capacity and new application-specific silicon like Google’s Tensor Processing Unit (TPU).These specialized silicon architectures and parallel engines are key to sustaining future gains in compute performance and combatting the slowing of Moore’s Law and the end of power scaling, Woo said. By rethinking the way processors are architected for certain markets, chipmakers can develop dedicated hardware capable of operating with 100 to 1,000 times greater energy efficiency than general purpose processors to overcome another big limiter to scaling compute performance – power.For its part, the memory industry can improve performance by signaling at higher data rates and using stacked architectures like HBM for greater power efficiency and performance, and by bringing compute closer to the data.Memory scaling for AIA key challenge is scaling memory for AI. Demand for better voice, gesture and facial recognition experiences and more immersive virtual reality and augmented reality interactions is tremendous, said Bill En, senior director at AMD, speaking at the symposium. These capabilities require more processing power across both high-performance computing (HPC) for big data analytics and machine learning as it relies on AI and machine intelligence to generate meaningful insights. Emerging machine learning applications include classification and security, medicine, advanced driver assistance, human-aided design, real-time analytics and industrial automation. And with 75 billion IoT-connected devices – all generating data – expected by 2025, there will be no shortage of data to analyze, En said. The wings alone of a new Airbus A380-1000 feature some 10,000 sensors.Mountains of this data are stored in massive data centers on magnetic hard drives, then transferred to DRAM before moving to SRAM within the CPU for the handoff to the compute hardware for analysis.With data growing at an exponential clip, the question is how to make sure all other memory systems can handle the flood of data. AMD’s answer is a chiplet architecture featuring eight smaller chips around the edge that drive the compute and a large chip in the center that doubles the IO interface and memory capability to in turn double chip bandwidth.AMD has also moved from a legacy GDDR5 memory chip configuration to HBM to bring memory bandwidth closer to the GPU for more efficient processing of AI applications. The HBM provides much higher bandwidth while reducing power consumption. Compared to DRAM, AMD’s HBM delivers a much faster data rate and far greater memory density, En said.Over the next decade, look for more performance improvements from multi-chip architectures, innovations in memory technology and integration, aggressive 3D stacking and streamlined system-level interconnects, he said. The industry will also continue to drive performance gains in devices, compute density and power through technology scaling.Michael Hall is a global marketing communications manager at SEMI.
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Flexible hybrid electronics (FHE) is innovation and modern technology at their best, giving rise to lighter, more malleable sensors that better conform to the human body while breeding new applications across a number of markets. For the semiconductor industry, FHE technology is enabling the development of a new generation of chips with the high performance, light weight, scalability, softness and flexibility usually seen in printed electronics. The technology is a boon to chipmakers, giving them novel ways to innovate for the Internet of Things (IoT) market.“The global printed electronics market is expected to garner 14.9% GAGR from 2018 to 2023,” said Stanley Wong, Director of Asia Business Development, Brewer Science, said in his presentation at FLEX Taiwan 2019 in late May. Representatives from industry, government, academia and research institutions gathered at the event in Taipei to explore flexible electronics innovation and growth opportunities.One shining star of FHE innovation is the foldable smartphone. So bright is the future of the bendable devices that not even recent trade tensions between the United States and China have dimmed prospects for the fledgling industry.“While the US-China trade war might slow down shipments of Huawei’s phones, the industry remains bullish on foldable phones,” said Stacy Wu, Principal Analyst at IHS Markit. “When the first generation of flexible AMOLED displays was launched in 2016, the rolling radius was 3mm and it could be folded 200,000 times.”For foldable phones, the 200,000 mark was a major milestone – the industry’s consensus standard for foldable phone display reliability. The industry reasoned that phones capable of being folded and unfolded 200,000 times without distorting color or images or the display itself cracking was a safe bet for consumer adoption. Earlier this year, both Samsung and Huawei announced foldable phones using the thin-film-display technology, ushering in the era of mass-market availability of the devices. Steve Chiu, Division Director for Electronics, IC package, Industrial Technology Research Institute (ITRI), believes that breakthroughs in the next generation of flexible AMOLED technology will allow thin films to be folded 100,000 times with a rolling radius up to 30mm and electric resistivity of less than 10 percent. The rolling radius of 30mm, 10 times higher than today’s phones, will give foldables a higher bending radius, while the lower electric resistivity will help maintain the brightness of the AMOLED panel after tens of thousands usages and extend the service life of foldable smartphones.The biggest challenge facing the foldable phone industry remains developing new materials that are flexible yet durable, stressed Francesco Lemmi, Business Development Director, Flexible Display, at DuPont. Today, the prevailing practice is to layer polyimide (PI) and hard coating on the display module. These stacked protective films replace traditional glass panels but present technical challenges related to impact resistance and the durability of the display as it is folded and unfolded over time.Smart clothing market is another hot market, with 33 percent global growth annually and revenue expected to reach US$ 3.26 billion in 2026. Yet for all the promise of smart clothing, reliability and accuracy remain a big challenge chiefly due to a lack of industry standards. Another gap is the unanswered question of whether consumers will embrace light and energy-efficient products.FLEX Taiwan 2019 speaker Satoshi Maeda of Toyobo is confident they will, pointing out that in the future consumers will enjoy a wide selection of comfortable smart clothing products and applications. The industry is still working to better understand how to develop human-machine interfaces, the essential seam between the human body (the outer layer of skin) and electronics, said Dr. Reinhold H. Dauskardt of Stanford University. Still, he sees great promise in an innovative somatosensory communications platform involving human skin. Human-computer interactions have historically been defined by human touch and vision (for example, typing at a computer keyboard and checking our monitor for the accuracy of our inputs). Dauskardt believes that, in the future, electrical impulses from the skin (conductance) will interact with signals from electronic devices to establish a more intimate human-machine interface that could be adapted one day to extend the visual and auditory abilities of humans.David M. Yeung, co-founder and CEO of Lionrock Batteries, pointed to another challenge in wearables: battery size. Today, large and heavy batteries account for 50 percent to 70 percent of the space in wearable devices, making many of the products too cumbersome to wear. Nanofiber lithium-ion batteries now under development can be as small as ultra-thin 2mm with a rolling radius of up to 20mm in radius and support for high electrical currents, significantly lightening their weight and improving comfort.Nardev Ramanathan, Lead Analyst, Digital Health and Wellness at Lux Research, predicts that, of all flexible electronics products, smart watches will win the largest market share and with the fastest rate of adoption. The devices will get a boost when they shrink as flexible batteries are integrated with the bands. The next wave of smart wearables will feature devices for exercise or medical monitoring. Already, FHE materials have led to advances in medical devices. One example is that smaller hearing aids are now possible thanks to flexible electronics and dressings used to promote skin regeneration, reduce wrinkles and remove scars.Gillian Ewers, VP Marketing at PragmatIC, sees fertile ground for FHE applications in IoT solutions. As FHE manufacturing costs drop, she believes IoT technologies will significantly deepen their penetration into a broad range of industries. For example, the number of electronic tags used in convenience stores worldwide will exceed 100 billion in 2025. Thinner than human hair and more durable than traditional wafers, these tags are expected to spawn a host of new business opportunities. FLEX Taiwan attracted more than 270 attendees from more than 30 fields including smart healthcare, e-paper, displays, system integration, automotive electronics, textiles, wearables, and avionics. On the first day of the event, industry, academia and research center representatives from the United States, Japan, China, Singapore and Taiwan gathered to discuss common goals on a range of FHE-related issues and deepen cross-regional cooperation. Like the FHE industry itself, SEMI-FlexTech remains focused on the future by strengthening cross-border cooperation to help manufacturers find killer applications and test profit-making models. For Taiwanese companies, the event will continue to provide insights on market trends, equipment, materials, advanced manufacturing technologies, product applications and new business opportunities, helping the organizations hone their competitive edge in the global market.Emmy Yi is a marketing specialist at SEMI Taiwan.
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Shenyang is on an unwavering path to maturing its integrated circuit (IC) equipment manufacturing industry over the next few decades in response to the Made in China 2025 Strategy. Since the strategy’s introduction in 2015, the city, long a transportation and commercial hub of China's northeast, has built out a complete integrated circuit industrial chain integrating technical research and innovation, components and parts processing, and equipment manufacturing. Its ambition is to compete on the world stage.Shenyang has implemented policies and provided funding to support the development of its IC equipment and related industries to buttress the development of emerging industries. Speaking at the SEMI China Members Day 2019 in Shenyang, Zheng Guangwen, secretary-general of ICMTIA and Shenyang IC Equipment Industry Technology Innovation Strategic Alliance, said that the city, as a key IC equipment industry base in the upstream of China’s industrial chain, hopes to enter the international community in part by leveraging SEMI’s global platform. Zheng Guangwen, Secretary General, ICMTIA and Shenyang IC Equipment Industry Technology Innovation Strategic Alliance More than 150 representatives from member companies gathered at SEMI China Members Day 2019 to discuss China’s semiconductor industry investment and capital dynamics and semiconductor market trends. The event sought to promote stronger communication and interaction between the upstream and downstream of the semiconductor industry chain. The forum was co-sponsored by SEMI China and Shenyang Science and Technology Bureau and co-hosted by ICMTIA and Shenyang IC Equipment Industry Technology Innovation Strategic Alliance. Lung Chu, President of SEMI China Opening the event, Lung Chu, president of SEMI China, set stage for the discussion by noting that global semiconductor industry has been booming since 1957, reaching another record high of $470 billion in sales last year as it faced a critical juncture, with industry growth slowing in the first half of 2019. The slowdown was predictable and is temporary, a natural stage in the industry’s cyclicality. From a macro point of view, the development of advanced technology requires huge investment. There was an obvious gap in investment between enterprises, which often leads to the stronger become much stronger. Under these circumstances, it is very important for China to master key technologies and products during the process of catching up and surpassing. Each region should focus on its strengths.Enterprises should do their own business in a low-key way and keep a prudent and optimistic attitude. The number of SEMI China members has reached a new high. SEMI China is committed to becoming the best partner to realize China's semiconductor dreams. In promoting the development of global semiconductor industry and China's semiconductor industry, SEMI has continuously gathered strength and actively organized rich activities to promote the sustainable growth of Chinese semiconductor enterprises through international cooperation. Zhao Rigang, Director of SCTB, Shenyang Science and Technology Bureau Zhao Rigang, director of SCTB at Shenyang Science and Technology Bureau, pointed to the importance of SEMI’s pivotal role and global influence in cultivating cooperation between international and domestic industries including Shenyang’s IC sector. Speaking at the SEMI China Members Day 2019 in early June, Rigang said the growing importance of chips in China is a key catalyst for Shenyang’s rise as semiconductor sectors domestically and abroad invest heavily in a new generation of information technologies such as mobile Internet, cloud computing, big data, Internet of Things. Kang Jin, General Manager, SMIC Beijing For China’s semiconductor industry to flourish, the region must improve its IC supply capacity just as it has brought its PV industry to full maturation, said Kang Jin, general manager of SMIC Beijing. The key to developing China's integrated circuit industry, he said, lies in building a robust semiconductor supply chain. Zong Runfu, Chairman and General Manager, KINGSEMI Semiconductor Equipment Supply Chain DevelopmentLocalization has enabled KINGSEMI to optimize its technology design capabilities to produce high cost-performance equipment for greater competitive advantage, saidZong Runfu, chairman and general manager of KINGSEMI. While the localization rate of supply chain construction was over 50 percent, the localization rate for front-end equipment is still low. Zong Runfu said localization is imperative not only to lowering costs, but also to ameliorating the supply-guarantee rate, maintaining quality and shortening the delivery cycle. Russell Li, VP of Marketing and Business Development, WLCSP Packaging Solutions for 3D Active Sensing DevicesInternet of Things (IoT), artificial intelligence (AI), 5G and other technologies are starting to become a part of daily life as more sensors find their way into new retail stores and smartphones, a trend that will continue as autonomous transportation begins to take hold, said Russell Liu, VP of marketing and business development at WLCSP. The move to bring more human-like capabilities to technology is driving the implementation of perception function in devices, with passive sensors giving way to active sensors and machines translating the physical world into a 3D view through the eyes of a 3D camera. What’s more, the next generation of IoT devices will feature more integrated processors including signal processors, caches, sensors, photons, RF and MEMS, bringing the challenges of miniaturization to system integration. Liu said miniaturization will only be possible by developing advanced packaging technologies that enable highly integrated processors for mobile devices and intelligent automobiles. Wang Ronghua, VP of Technology, Dalian Xinguan Technology Getting Ready for GaN Power Electronics EraGaN offers excellent performance in optoelectronics, RF and power electronics and will coexist with and complement silicon devices for years to come, said Wang Ronghua, VP of Technology at Dalian Xinguan Technology. However, the industrialization of GaN power devices still faces technical challenges in application, reliability, packaging, epitaxy, device and process – all barriers to market adoption. To overcome these hurdles, GaN power devices must meet the reliability and cost-performance requirements of applications to which they are best suited.Ronghau said that GaN power devices, such as cascade and p-GaN enhanced devices, now support end products, proof that the era of gallium nitride has arrived. “Gallium nitride is quite different from silicon in epitaxy, device design and key technology, which requires close integration of upstream and downstream industry chains for effective promotion,” he said. Billy Feng, Executive Director, J.P. Morgan Is the Semiconductor Industry Still Cyclical? Since 2008, the semiconductor cycle has waned, disrupting the traditional thinking of investors, equipment suppliers and logistics channel providers as investors’ appetite for the chip industry investments has grown, said Billy Feng, executive director at J.P. Morgan. The long-term prospects for the semiconductor industry remain bright. But after reaching historic revenue highs in 2017 and 2018, the industry – and investor expectations – will enter a period of adjustment. Dr. Adam He, Executive Director, CGP Tech Fund The unique gene of the semiconductor industry consists of the blend of its lofty requirements for quality, reliability and consistency; cooperation between upstream and downstream sectors; internationalization; and a powerful ambition to innovate, said Dr. Adam He, Executive Director of CGP Tech Fund. He described Chinese chip enterprises he often encounters as falling into one of two entrepreneurial categories – IC experts and cross-border business people. Both want the answer to "how to make money and how to establish a solid competitive position?” He said. Adam believes that accessing the genes of the semiconductor industry is the answer to both questions and crucial to the maturation of China’s chip industry. The genes must be used to strengthen the Chinese manufacturing and materials sectors. Du Shanshan, Senior Analyst, SEMI China SEMI Market Outlook: Fab Investment, Equipment and Materials Market ForecastsEmerging technologies have sparked explosive semiconductor industry growth, said Du Shanshan, a senior analyst at SEMI China. While the industry will see a slight recession in 2019 due to memory market softness, trade wars and other factors, it is on stable footing for the long run. At the same time, China continues to optimize its IC industry chain, and semiconductor design and manufacturing companies have gradually grown in number. Over the next decade, the average growth rate of China's production capacity is expected to exceed 10 percent. Richard Feldman, VP of Global Expositions and Events, SEMI Richard Feldman, vice president of Global Expositions and Events of SEMI headquarters, presented the new SEMI Asia semiconductor business development plan to members and called on companies in mainland China, Taiwan and Malaysia to participate in SEMICON Europe to strengthen the influence of globalization.After the meeting, participants visited KINGSEMI Co., Ltd., Shenyang Piotech Co., Ltd, Shenyang SIASUN Robot and Automation Co., Ltd., Shenyang Fortune Precision Equipment Co., Ltd. and SKY Technology Development Co., Ltd. The event facilitated communications between upstream and downstream companies. SEMI China Member Day 2019 Group Photo Cherry Sun is a marketing manager at SEMI China.
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According to market research and strategy consulting firm Yole Développement (Yole), the total market size of MEMS, sensors and actuators will double from $48 billion in 2018 to $93 billion in 2024.[i] The consumer market will continue to drive volume, with applications such as smartphones making up for in volume what they lack in average selling price (ASP). Stronger demand in automotive, biomedical/health, industrial, and voice-first applications (such as smart speakers) will support this upward trajectory. With so much growth ahead of us, how will the design and manufacture of MEMS keep pace with industry demand for higher levels of innovation and integration, lower cost and lower power, smaller footprints, and faster design cycles — all while meeting acceptable price points?We turned to a handful of MEMS manufacturing experts from SEMI-MSIG who will join us at SEMICON West 2019, July 9-11 at the Moscone Center in San Francisco, to explore the complexities of keeping pace with market demand for MEMS over the next decade.Address the Design GapMentor GM, ICDS Division Greg Lebsack and SoftMEMS President Mary Ann Maher see tremendous progress in the manufacturing supply chain for MEMS. At the same time, they acknowledge the significant gap that still exists in design capability for creating the billions of interconnected sensors required for future applications. Greg and Mary Ann will dive into the standards, ecosystem requirements and collaborative design solutions that will allow the micro-sensors industry to meet demand for next-generation wearables, Internet of Things (IoT) products and medical devices.Get Collaborative with Greg and Mary Ann: Addressing the Design Gap to Enable Next Generation Sensor-Based Products, SEMICON West, TechTALKS South, Thursday, July 11, 2019, 10:35-11:00 a.m. Register today.Get to a Really Big NumberFrom thousands of sensors and actuators in a single airplane to hundreds in a single car or a piece of factory equipment to the twenty-plus that ship in each of the hundreds of millions of the world’s smartphones, we aren’t even close to reaching the saturation point for these intelligent devices. SPTS Technologies EVP GM David Butler isn’t living on the Spaceship Enterprise (or the Millenium Falcon, come to think of it) when he says that we are going to get to a trillion sensors. It is going to happen. The questions are: how and when?Connect with David: Enabling the Age of a Trillion Sensors, SEMICON West, TechTALKS South, Thursday, July 11, 2019, 11:00-11:25 a.m. Register today.Shift to Automotive-GradeDemand for optical sensing technologies such as LIDAR is shifting sensor manufacturing requirements from consumer- to automotive-grade, with its enhanced lifetimes, temperature cycling and higher performance specifications. To meet demand, manufacturers are turning to wafer-level processing, since it complies with the hermetic sealing and dew-point control required for the more rigorous automotive-grade applications. EV Group Business Development Director Thomas Uhrmann, Ph.D., will provide an overview of the steps for manufacturing optical elements, including integration with CMOS circuitry, as he offers a window into the future of automotive packaging for sensors.Tune in with Thomas: Future Manufacturing Requirements for Automotive and Photonics Sensing, SEMICON West, TechTALKS South, Thursday, July 11, 2019, 11:25-11:50 a.m. Register today. Measure Twice, Cut OnceFaster time-to-market, improved device yield, and greater productivity in high-volume manufacturing are increasingly critical requirements for MEMS manufacturers. When a single manufacturing error can cost hundreds of thousands if not a million or more dollars — as well as months of development time — designers can save both time and cost by employing an integrated approach to MEMS design. Lam Research Sr. Director of Strategic Marketing David Haynes will explain how simulation, verification and process modeling can address MEMS-specific engineering challenges such as multi-physics interactions, process variations, MEMS + IC integration, and MEMS + package interaction. Using the right tools before committing to actual fabrication can make or break a project.Get Conceptual (and Practical) with David: Enabling Better MEMS from Concept to High-Volume Production, SEMICON West, TechTALKS South, Thursday, July 11, 2019, 11:50 a.m.-12:15 p.m. Register today.Navigate a Dynamic Foundry LandscapeWe’re still living in a one product-one process world when it comes to MEMS manufacturing. This makes bringing a new device to market both time-consuming and expensive. These challenges aside, the functional capabilities of MEMS, combined with small-footprint and low-power options, have made MEMS increasingly popular. How are market dynamics in MEMS manufacturing evolving to accommodate both demand for high-volume, lower-cost products such as MEMS microphones as well as high-value, lower-volume products such as biomedical devices, IoT products and industrial sensors? Rogue Valley Microdevices Founder CEO Jessica Gomez will explain how foundry consolidation through acquisition, collaboration with other ecosystem players, and specialization in vertical markets such as biomedical or optical are some of the approaches that are transforming the MEMS foundry landscape.Join the Evolution with Jessica: Consolidation, Collaboration, Specialization: How Will MEMS Fabs Manage Changing Dynamics, TechTALKS Stage South, Thursday, July 11, 2019, 12:15-12:40 p.m. Register today.i“Status of the MEMS Industry report,” Yole Développement (Yole), 2019 Edition.Maria Vetrano is a public relations consultant at SEMI.
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Why Is Smart Parking a Hot Topic? Poorly managed parking resources have a substantial negative impact on cities — one that has been well-documented. According to industry studies, poorly managed parking: Increases Traffic Congestion: 30% of traffic is caused by ongoing circling for parking. Increases Pollution: In Westwood, California, cruising for parking burned 47,000 gallons of gas and generated 730 tons of carbon dioxide in one year. Frustrates Drivers: Urban drivers spend an average of 20 minutes per trip looking for parking. Stifles Economic Opportunities: Traffic congestion cost Americans $124 billion in 2013, and this is predicted to rise to $186 billion by 2030. These problems are getting worse. As a result of growing urban populations, cities account for more than 80% of carbon emissions globally. Unplanned or inadequately managed urban expansion leads to rapid sprawl, pollution and environmental degradation. Due to the lack of parking-space availability, for example, Japan is ranked among the most expensive countries for paid parking. If left unaddressed, poor parking management will continue to plague cities, both large and small. Fortunately, Smart City Internet of Things (IoT) initiatives are helping cities to address their parking issues. IoT to the RescueThere are three key drivers of Smart City IoT initiatives. Cities want to: Improve the overall quality of life and mobility in urban environments Leverage technology to augment and improve existing infrastructure and services that citizens rely on every day Foster both economic and environmental improvements The availability of high-accuracy vehicle detection sensors coupled with affordable, low-power connectivity has enabled a new generation of Smart Parking technology. However, choosing the right Smart Parking solution is essential.High-accuracy vehicle detection sensors can provide valuable data to city planners and parking managers. This information includes: Parking availability Traffic flow Parking occupancy rate and historical data Turnover For parking management to effect change, city traffic managers, parking managers and urban planners need a holistic view of parking availability and usage patterns, and users need real-time information about available parking spaces.Sensors, cameras and communication networks form the basic infrastructure for Smart Parking. To deliver on the promise of IoT and to help cities improve the overall quality of life for residents and visitors, cities need a complete smart parking solution that provides: Accurate real-time vehicle detection and location of available parking spaces – significantly reduces the amount of time spent cruising for parking spaces, giving drivers the precise location of available spaces Connectivity from the sensor to the cloud – facilitates real-time parking data that city planners, parking enforcement and traffic managers can use to reduce traffic congestion Parking applications for cities, parking-lot owners and drivers — enables navigation to available parking and supports mobile payment, streamlining the parking process. Parking applications can also direct traffic enforcement personnel to parking violations as they occur, helping to alleviate traffic bottlenecks, such as double parking in loading zones. Such applications also improve the efficiency of other city services such as public transportation and garbage collection. Complete Smart Parking Solution – Sensor to Cloud (Source: PNI Sensor) To learn how cities are using Smart Parking sensors to improve the services they offer to residents and visitors, come see PNI at SEMI’s 2019 FLEX Japan MEMS Sensors Forum (May 22-23, Toyko, Japan). PNI President and CEO Becky Oh and PNI’s partner, Macnica Networks, will share Smart Parking use cases from innovative cities, corporate campuses and universities (Smart Parking presentation, May 22 from 16:55-17:25). Register for the conference today. For more information about PNI Sensor, visit the PNI Sensor website. Becky Oh is the president and CEO of PNI Sensor. Throughout her 20 years with the company, Ms. Oh has held a range of senior-level positions, from operations to technical business development. She received an M.S. degree in Electrical Engineering from Cornell University and a B.S. in Electrical Engineering and Computer Science from MIT. Ms. Oh holds multiple patents in the area of devices with multi-sensing and reporting capabilities.
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