Chunghwa Telecom Smart retail provides general retail membership marketing services,payment integration platforms,smart terminal equipment and data analysis services, integrates retail industry knowledge with big data,and helps owners improve operational efficiency.

Niagara IOT platform solution is a web-based system that can integrate various devices, support the Internet. Niagara IOT platform supports various standard and non-standard communication protocols, and is not limited by the manufacturer's brand in hardware. It has very good compatibility and integration technology. Niagara Internet of things platform provides stable communication mechanism and disconnection backup mechanism to ensure the correctness of data; At the same time, it integrates OT and IT related technologies and services: communication conversion, data security, historical trend, alarm engine, scheduling service, single sign on (SSO) and other modular functions, so that users can build the system in a simple way.

1) Automatic Notification System 1. Consolidate the IOT info from various sensors, as well as history of user behaviors 2. Big Data Analytics & AI-enabled recommendation engine: Send delivery notice or abnormal alert 3. Push mobile APP message to User and Operator 2) Electronic Ordering System (Customized) 1. Planed delivery schedule service, user confirmed the delivery time, system automatically plans routing and deliveryman 2. Delivery schedule: Push individual mobile APP message to each deliveryman 3) Cylinder Management System (Customized) 1. Cylinder barcode APP scanning, Deliveryman scan the barcode and upload to cloud system 2. Automatic notification mechanism for expired cylinder 3. Data Analytics & Statistical Report 4) Safety Reporting System 1. LPG safety sensors: Including gas detector, Solenoid Valve, pressure switch and UVIR Flame Detector 2. IOT-BOX showoff Solenoid Valve and reporting 3. Push mobile APP message to User and Operator for emergency response 5) Cloud ERP System (Customized) 1. Modular management system: Accounting, Administrative, Financial, Procurement, Human Resource, inventory, Customer Service and sales management 2. Data collection, Analytics & Statistical Report

Automotive parts remanufacturing factories adjust their production models based on changes in the used parts market. For example, in the case of transmission boxes, the market typically sees no more than 500 types of common used parts. However, each year, the 50 oldest types are phased out, and 50 new types are introduced. If each part is photographed from various angles and backgrounds, approximately 1,000 images are needed for training per type of transmission box. To facilitate continuous learning for traditional object classification AI, about 50,000 training images are prepared annually. Through the use of generative AI, clients only need to perform handheld 3D scanning and modeling for 50 types of parts each year. Multimodal AI can directly complete the training. The model identification AI can aid remanufacturing factories in identifying the raw materials on-site, assisting in material management while also reducing communication costs in procurement from retailers.

The Civil IoT data service platform collected and stored environmental sensor data in four key areas: earthquake, water resources, air quality, and disaster prevention, and provides real-time data service using the OGC SensorThings API that conforms to the international data modeling standards for value-added services through a unified data modeling framework. In order to solve the problem of insufficient communication in remote areas, Band20 frequency band is utilized to build a backbone network core service for IoT application, which provides remote areas with the use of Band20 frequency band as a network communication method for IoT data transmission, and expands the scope of IoT deployment in remote areas.

FET Energy Management System(EMS) is able to generate electricity consumption analysis and gives advice on electricity saving with electricity meter and environmental sensors. It can be expanded and integrated with electromechanical control or renewable energy facilities to automatically save electricity. FET EMS can be used in buildings, chain stores, factories and also campus. Features * Easy to compare the power consumption trends by MoM / YoY / Dist. / building * Support TaiPower Open ADR protocols, enable utilities to cost-effectively manage growing energy demand & decentralized energy production

First of all, the image classification technique and retinal segmentation were put together to generate an automatic classification for CKD patient. It saves time on filtering unqualified image. Moreover, with Resnet50 image classification, it improves the efficiency of image processing. After preprocessing step, AI system is used analyzing retinal image and classifying CKD stage, which is aim to predict high risk group of DKD in patients with diabetes.

To establish a civil participation mechanism to widely gather opinions from all sectors, the National Development Council has established the "Just Transition Commission." The committee follows a principle of equal representation between governmental agencies and civil society. Members serve a term of two years. The government agency representatives on the committee are deputy ministers from ministries responsible for the 12 key strategies of the 2050 net-zero transition and related issues of just transition. In addition, the members of the civil society include citizen groups focused on environmental, labor, and indigenous issues, as well as representatives from social enterprises and experts/scholars in the field of economic industries. The committee has four working groups: an academic group, a strategic review group, an issue identification group and an influence group. The public-private partnership will work together to promote a net-zero fair transition. Additionally, this year, multiple public consultation sessions are planned to gather current visions and expectations for a net-zero fair transition from all sectors, aiming to enhance public awareness of net-zero carbon emissions and fair transition.

New Taipei City has been dedicated on making break through and changes from conventional procedures.(For example: documentation of patient care report, emergency calls in the dispatch center and quality control of reported data.) To catch up with the growing need of emergency services and improve both the quality and efficiency, we have established an EMS cloud system to incorperate information from different tiers, and apply it to practical use. Starting building the cloud system from 2014, we established the electrical patient care report system in 2019, with advanced communication and information technology, we can transmit efficiently on-site patient information to the cloud, so that all the tiers related to the emergency medical service can share the real-time information of patients, which greatly narrows the information gap between prehospital units and the emergency room, buying us precious time of improving survival rate.

Based on the open, safe and expandable Niagara Internet of things platform, the elevator, air conditioning, lighting, fire control, power, water supply and drainage, weak electricity and other systems of the building are integrated through decentralized construction, so as to complete the interconnection between various systems. Take energy conservation, safety, comfort, convenience and health as the main axis to achieve the goal of smart building.

The Ministry of Environment has promoted the deployment and application of the Internet of Things for empty product sensing since 2017, and has deployed approximately 10,000 sensors to make up for the deficiencies in time and spatial resolution of standard monitoring stations. Among them, in 2022, it expanded from the Taiwan island to Lienchiang County on the outlying Island. Its unique geographical location is more conducive to early warning of transboundary pollutants and reminds people to take precautions in advance.

There're 2 applications in Smart Governance area： 1. “Integrated Watershed Management System” Due to global climate change and extreme rainfall, the government actively develops a smart integrated decision-making system for watershed management. So, the first facility is this one, “Integrated Watershed Management System.” It not only strengthens the early warning capability of the whole watershed, but also establishes a smart decision-making system for multi-dimensional water situation management which could improve disaster prevention and response capabilities. 2. “Asia Silicon Valley Intelligent Operation Center” It demonstrates the GIS map around Taoyuan High Speed Rail (Qingpu area). The 3D map modeling could also present the traffic flow and crowd information in the area. By using visual dashboards of an 3D modeling GIS map, cellular-based vehicle probe (CVP) data, parking lot data, CCTV data and traffic incident could be easily read by users. Through this center, the manager could easily make the right decision. Through the video over there, we could know more information about how to operate “Asia Silicon Valley Intelligent Operation Center.”