Prof. Ming-Yen Lin’s Team – A Prediction Model for Type 2 Diabetes Complications Our research group develops a decision-support prediction model for type 2 diabetes complications using data from over 163,000 Taiwanese patients. Integrating age, HbA1c, and other dynamic factors, the model estimates long-term risks of major complications and mortality, visualizes future trends, and supports personalized care planning to improve disease management and outcomes.

SOYAL Smart Parking Lighting System integrates RFID and infrared sensing to automatically pre‑light target spaces upon vehicle entry, while dynamic “lights follow the car, off when it passes” guidance ensures safety, efficiency, and energy savings for low‑carbon smart parking. The WEB PLC Air‑Conditioning Control System uses DI sensors to detect occupancy and temperature differences, adjusting indoor climate on demand to optimize building energy performance and support carbon‑reduction goals. The WEB PLC Office Lighting Control System combines card recognition with infrared sensing to maintain uninterrupted lighting when staff are present, then provides a five‑minute buffer before shutdown after work hours, with secondary detection to confirm departure. This precise energy management maximizes the value of every kilowatt. Together, these three systems highlight the advantages of smart building automation—delivering comfort, safety, and sustainability.

A-MTK Expands Presence in TRA Stations 2025 Project Installation Scope: Zuoying, Neiwei, Museum of Fine Arts, Gushan, Sankuaicuo, Kaohsiung, Minzu, Science and Technology Museum, Zhengyi, and Fengshan Stations To enhance station security and management efficiency, ten TRA stations in Kaohsiung will be newly equipped with A-MTK IP cameras, expanding surveillance coverage and integrating with the access control system. The project achieves the following outcomes: Video Surveillance Deployment: Multi-point installation of A-MTK IP cameras inside and outside stations, providing real-time monitoring, event recording, and playback. Access Control + Video Integration: When an abnormal access event occurs (such as unauthorized card use or forced door opening), the system automatically pops up the corresponding camera feed and simultaneously sends an alarm notification to the management center. Centralized Monitoring Platform: The Kaohsiung control center can instantly oversee access control status and video feeds, achieving cross-station integrated management. Cybersecurity and Reliability: A-MTK is ISO 27001 certified; IP cameras are CE/FCC/BSMI certified. With system disconnection recovery, continuous operation is ensured without interruption.

We are committed to creating a convenient and safe smart community living experience. Our services integrate the Wofu Community APP for residents, the installation of surveillance cameras in public areas of the community, and advanced lane management and license plate recognition systems to achieve technologically advanced community access and security management.

The innovative parking operations solution integrates AI-based Automatic Number Plate Recognition (ANPR), sensing devices, IoT infrastructure, and a cloud management platform. By streamlining parking management, reducing manual intervention, and providing actionable insights through real-time data, this solution helps parking operators maximize space utilization and enhance customer satisfaction with a transparent, data-driven, brilliant parking service. The system provides real-time visibility into vehicle entry and exit, space occupancy, and on-site traffic flow. It supports ticketless access and license plate–based payment. It also offers real-time parking guidance and multiple payment options. These features reduce labour costs and enhance the user parking experience. A centralized management platform and operational data analytics give operators insights into traffic patterns, space turnover, and revenue performance. This enables informed decisions on pricing strategies and space allocation. As a result, operators can achieve efficient, sustainable smart parking operations.

Smart Network Management Software (NMS) – Cyber Monitor ● Provide the management ● Based on SNMP, it provides a single and friendly web interface for network admin clearly and easily to grasp the network situation. ● Automatically detect and manage network devices to monitor network performance. ● For network abnormalities and failures, automatically forward alarm reminders and dependency analysis to network admin in order to solve problems. ● Network devices are automatically discovered and managed, and the device list can serve as a baseline for inventory taking. ● Analyze network traffic to improve the visibility and management of network operation. ● Provide network security management under the SNMP architecture to avoid external malicious attacks and internal misuse. ● Flexibly define groups to improve the effectiveness of network management. ● Highly flexible and scalable, it can be customized according to the company's attributes and needs, therefore, strengthen the efficiency of network management.

Smart City Development Project Solutions 1、Linking Publishing Company：LINKING AI BOOKS 2、King One Interactive Technology：L’AiR TAG 3、IoT Intelligent Technology：Smart Intersection AI-Powered Car-Free Green Light Switching System 4、Cosmofii：AI SOLLY Social Skills Practicing Companion 5、Environmental Management Consultant Technologies：Smart Vertical Integration Cloud Service Platform for the Rice Industry Chain 6、Keypasco：Keypasco 7、eZoom Information：The intelligent firefighting auxiliary decision-making scheme

Prof. Chia-Hsin Chen’s Team – An Innovative AI-Powered Tongue Vibration Training System This project develops an AI-driven tongue vibration training system for dysphagia and obstructive sleep apnea. It combines a safe, adjustable tongue device, AI motion tracking with real-time biofeedback, EEG-based cognitive monitoring, and AR-based gamified training to deliver personalized, engaging, and data-driven rehabilitation.

Remote expert video collaboration solution uses AR smart glasses to transmit onsite situation to the remote technical experts with high-definition real-time video, and guide the on-site engineer to troubleshoot and repair the fault from the first-person view perspective and free their hands. This is not only improves maintenance efficiency, but also ensures safety. It also achieve the sharing and inheritance of expert resources and high cost of traveling on site. When encountering difficult situations, multiple technical experts can also be invited for consultation. Experts can provide real-time multi-party HD video guidance with the on-site engineer, whether on PC or smartphone, to jointly solve technical issues and reduce downtime losses.

Taiwan AI Cloud provides industry-specific AI application integration services, including custom LLM model fine-tuning, AI deployment planning, and AI training and inference platform development. Built on the Formosa Foundation Model (FFM) — an enterprise-grade large language model optimized for local languages and industries — or other high-performance open-source models, our solutions enable organizations to systematically integrate AI into real-world operations. Through expert consulting and tailored implementation, we help enterprises enhance operational efficiency, optimize customer experience, innovate business models, and build sustainable AI capabilities that drive long-term digital growth.

This project integrates cable TV systems, Civil IoT, and AI video recognition technology to build smart disaster prevention and site safety services. Centered on set-top boxes (STB) and intelligent sensing, the solution focuses on bridging the gap in real-time information and safety protection for elderly and rural populations. Through its wired network infrastructure, the system developed under this project is capable of delivering real-time disaster prevention information, including earthquakes, typhoons, and heavy rainfall alerts. In addition, AI-based recognition capabilities have been integrated into the system. Currently, the system has completed event recognition functions such as parcel placement and retrieval detection. It also performs analysis of human movement trajectories and abnormal group behavior detection. In the future, the system will be further expanded to identify dangerous situations such as violent behavior. Through this project, Taiwan Optical Platform (TOP) demonstrates the potential of integrating cable television networks with AI and IoT technologies to develop a platform for smart disaster prevention and public safety applications.

In order to achieve the goal of intelligent transportation in Hualien and alleviate the crowds and traffic problems brought about by the opening of the entire Suhuakai line and the traffic problems in the city center, the Hualien County Government has developed a design that conforms to the local characteristics and constructs intersection numbers through the "Development and Construction Design of Intelligent Transportation System". Using smart technology to make traffic policies more accurate. Entrusted "Chunghwa Telecom Co., Ltd." to stage software and hardware in the "2018 Hualien Intelligent Traffic Integration Management System Construction Plan in Response to Su Hua Changing Vehicles", "2019 Hualien County Smart Traffic Management System Expansion Plan", The "109-Year Hualien County Smart Parking and Guidance System Construction Plan", "110-Year Hualien County Smart Road Network Management Integration and Traffic Corridor Improvement Plan" and other projects have been completed successively. There are five functions for overall optimization and refinement: "Cloud Smart Traffic Control", "Restructuring Time Signs", "Traffic Big Data Value-Added Application", "Signal History", and "Smart Parking"