Technology

LG Innotek Becomes Industry’s First to Use AI to Prevent Input of Defective Raw Materials in Production

Published

3 months ago

October 7, 2024

Achieved early detection of cause of defects in raw materials through AI, becoming “first to overcome this challenge in the industry”Applied to high-value semiconductor substrates, analyzing raw material defects in only one minuteReduces defect analysis time by up to 90%

SEOUL, South Korea, Oct. 7, 2024 /PRNewswire/ — Today, LG Innotek (CEO Moon Hyuksoo) announced the development and application of the industry’s first “Artificial Intelligence (AI)-based inspection system for incoming raw materials”, designed to detect defects at the point of receipt and prevent the use of substandard raw materials in the process.

LG Innotek applied its AI-based inspection technology, developed by combining material information and AI image processing technologies, to the RF-SiP (Radio Frequency System-in-Package) process. Recently, the technology was also introduced for the FC-BGA (Flip Chip Ball Grid Array), and is expected to further enhance the competitiveness and quality of LG Innotek’s high-value semiconductor substrate products.

Previously, incoming raw materials underwent only a visual inspection before entering the production process. However, the continued advancement of semiconductor substrate technology changed this. Even after improving all in-process defect causes, failures in reliability evaluations continued to rise. This led the quality of incoming materials to gain attention as a decisive factor affecting reliability evaluations.

The core raw materials (i.e. Prepreg (PPG), Ajinomoto Build-up Film (ABF), and Copper-Clad Laminate (CCL)) that comprise semiconductor substrates arrive as a mixture of glass fibers, inorganic compounds, and other components. In the past, air voids (gaps between particles) or foreign particles generated during the material mixing process did not significantly impact product performance. However, as substrate specifications, such as circuit spacing, have become increasingly stringent, the presence of air voids and foreign particles, depending on their size, has started to cause defects.

As a result, it is virtually impossible to identify which part of the raw material is responsible for the defect using traditional visual inspection methods, which has become a significant challenge for the industry.

If we were to compare one lot of raw materials mixture (unit of raw materials with the same characteristics that goes into the production process) to a batch of cookie dough, it is impossible for the eye to perceive the concentration of salt or sugar in a certain portion, the number of air holes in the dough, or the number of foreign particles.

LG Innotek has found a way to overcome this industry challenge with AI. Its “AI-based Inspection System for Incoming Raw Materials” has been trained with tens of thousands of pieces of data on the composition of materials that are either suitable or unsuitable for a product. Based on this, it analyzes the components and defective areas of semiconductor substrate raw materials in only one minute, with an accuracy rate of over 90%, and visualizes quality deviations in each lot of raw materials.

By using AI machine learning to visualize, quantify, and standardize material configurations optimized for quality, LG Innotek has been able to prevent defective raw materials from entering the production process. The company can change the material design based on the quality deviation information visualized by the AI system, allowing it to ensure that the quality of the raw materials lot is uniform at a suitable level before entering the process.

An LG Innotek official commented, “With the “AI-based Inspection System for Incoming Raw Materials”, the time required to analyze defects has been decreased by up to 90%, and the cost of resolving the causes of defects has been significantly reduced.”

LG Innotek plans to enhance the AI system’s detection capabilities by sharing raw materials-related data with customers and suppliers in the substrate sector through digital partnerships.

Additionally, the company aims to expand the system’s application to optical solutions, such as camera modules, where the image-based detection of material defects can play a crucial role.

LG Innotek CTO S.David Roh said, “With the “AI-based inspection system”, we will complete LG Innotek’s unique AI ecosystem, which delivers exceptional customer value by identifying causes of product defects early in the production process.” He added, “We will continue innovating in digital production technology to create top-quality products at the lowest cost and in the shortest time.”

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Technology

Agoda Highlights Tokyo as Top Global New Year’s Eve Destination

Published

60 minutes ago

December 26, 2024

SINGAPORE, Dec. 26, 2024 /PRNewswire/ — Digital travel platform Agoda has announced Tokyo as the most popular destination for New Year’s Eve, based on accommodation searches. This marks a shift from last year when Taipei held the top spot. Following Tokyo, the list includes Bangkok, Taipei, Pattaya, and Osaka, showcasing a diverse range of preferences among travelers.

The data highlights a perpetual interest in Tokyo, a city known for its unique blend of tradition and modernity. Travelers are drawn to its vibrant celebrations, cultural experiences, and iconic landmarks. Bangkok and Taipei, too, continue to be favored destinations, offering rich cultural festivities and lively atmospheres. Pattaya and Osaka also make the list, appealing to those seeking beachside celebrations and culinary delights, respectively.

Agoda’s data reveals Tokyo’s prominence not only on a worldwide scale but also within Japan. Domestic accommodation searches have increased by 23%, with Tokyo leading as the preferred destination, followed by Osaka, Kyoto, Yokohama, and Okinawa Main Island. For Japanese traveling abroad, the destinations primarily considered are Taipei, Seoul, Bangkok, Pattaya, and Hong Kong.

Hiroto Ooka, Associate Vice President North Asia at Agoda said: “Tokyo’s rise to the top of Agoda’s New Year’s Eve destination list is a testament to the city’s global appeal. Whether you’re celebrating New Year’s Eve in Tokyo, Osaka, or anywhere else in the world, Agoda is ready to help you find the perfect spot to ring in the New Year.”

As travelers prepare for their New Year’s Eve plans, Agoda offers a comprehensive selection of over 4.5 million holiday properties, more than 130,000 flight routes, and over 300,000 activities, all available for seamless booking. Download the Agoda app for the latest deals or visit agoda.com/deals.

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SOURCE Agoda

Technology

SP Manufacturing Expands with New Malaysia Plant, Acquires Ideal Jacobs

Published

2 hours ago

December 26, 2024

SINGAPORE, Dec. 25, 2024 /PRNewswire/ — SP Manufacturing (SPM), a leader in Electronic Manufacturing Services (EMS), is strengthening its global presence with two major moves: opening a new manufacturing facility in Senai, Malaysia, and successfully acquiring Ideal Jacobs Corporation.

Malaysia Expansion: Enhancing Operations and Supporting Growth

The state-of-the-art Senai facility, which opened in October, will enhance the company’s operational resilience to meet growing customer demands in medical devices, industrial machinery, and automotive electronics.

Equipped with advanced automation and strict quality controls, the factory enables SPM to deliver mission-critical products with precision and reliability while supporting Malaysia’s vision of becoming a leader in high-value, high-tech industries.

“This facility reflects our commitment to serving our global customers while participating in a key location of the global supply chain network,” said Jackson Tan, Global Business Development Director of SP Manufacturing. The plant’s capabilities include cable harness assembly, PCB assembly, and box-build solutions.

The Senai facility is equipped with comprehensive manufacturing capabilities, including:

Functional testingIn-circuit testing and automated optical inspection (AOI)State-of-the-art cleaning processesRigorous inspection protocolsRapid prototyping and expert assembly processes

Ideal Jacobs Acquisition: Expanding Capabilities

In a parallel move, SPM also acquired Ideal Jacobs Corporation, which is known for its human-machine interface, printed electronics and die-cut solutions. The move will expand SPM’s engineering capabilities and provide access to a diversified client portfolio, including leading names in the medical, industrial, semiconductor, and telecommunications sectors.

Comprehensive Design Support in the U.S.

SPM continues to provide comprehensive engineering and design services for its U.S. customers using industry-standard software for PCB and electrical design. These services help clients with their new product introductions (NPI), early supplier involvement (ESI), and DFx processes, optimising costs and reducing time to market.

Founded in 2000 and headquartered in Singapore, SP Manufacturing has built its reputation serving mission-critical industries like medical, automotive, and aerospace. The company specialises in cable harnesses, PCB assemblies, and box-build products.

For more information about SP Manufacturing’s latest developments, visit www.sp-manufacturing.com or follow us on LinkedIn.

About SP Manufacturing

SP Manufacturing (SPM), founded in 2000 and headquartered in Singapore, has established itself as a leader in the EMS sector. Serving mission-critical industries such as industrial, medical, automotive, and aerospace, SPM excels in providing comprehensive manufacturing solutions from design to full production, specialising in high-quality cable harnesses, PCB assemblies, and box-build products.

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SOURCE SP Manufacturing

Technology

Casect Launches AI-Enhanced Case Log Platform for Surgeons

Published

5 hours ago

December 25, 2024

SHERIDAN, Wyo., Dec 25, 2024 /PRNewswire/ — Casect, LLC, a medical education technology company, announces the launch of an innovative platform to revolutionize how surgeons and medical professionals document cases. Casect empowers users to track surgical Cases, refine Techniques, organize References, and collaborate with Colleagues — all within a user-friendly, HIPAA-compliant system.

Say goodbye to inefficient notebooks, spreadsheets, and outdated case logs. Casect offers a modern, comprehensive solution tailored to the surgical community, enabling professionals to focus on growth, learning, and excellence in patient care.

A New Era of AI-Powered Case Tracking

Time is critical for surgeons, yet valuable insights are often lost due to outdated documentation methods like handwritten notes or spreadsheets. Casect’s HIPAA-compliant platform, with a no data retention policy for protected health information, uses optional AI to pre-fill case details, analyze uploads, and organize data seamlessly. This transforms hours of documentation into minutes, giving surgeons more time to refine skills and improve patient care.

Casect addresses an unmet need in medical education, residency, fellowship, credentialing, and research. It enables detailed documentation of Cases, Techniques, and References, accessible from any computer or mobile device with a subscription.

Key Features

AI-Assisted Case Entry (Optional): Streamline input with AI or manually add details; supports spreadsheet uploads.Customizable Fields: Track cases your way.Refine Techniques: Create, document, and improve surgical techniques.Multimedia Support: Upload, organize, and access photos, videos, and documents.Organize References: Annotate, markup, and securely store documents and literature.Collaborate Seamlessly: Share cases and techniques effortlessly with colleagues.Analyze and Export: Generate insights through charts or export data as CSV.HIPAA-Compliant: Designed to meet strict HIPAA standards, ensuring the security and confidentiality of protected health information.

Additional Resources

Stay Informed: Unlock a 30-day free trial by signing up for the latest updates on Casect’s launch.Learn More: Discover why Casect is the preferred choice for surgeons at Why Casect?Explore Features: View the Full Feature List.Stay Connected: Follow us on X, Facebook, Instagram, and LinkedIn for updates, tips, and stories. Join the conversation with #MedEd, #CaseLog, and #Casect.

About Casect

Born from decades of tracking cases with stickers, notes, and spreadsheets, Casect empowers surgeons with efficient, comprehensive tools to document cases, collaborate, and drive professional growth. By simplifying the case log, Casect helps surgeons identify trends, enhance skills, and improve patient outcomes. For more information, visit www.casect.com or follow us on X, Facebook, Instagram, and LinkedIn @CasectLLC.

CONTACT: support@casect.com

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SOURCE Casect, LLC