Air Rack is a product designed to address businesses with limited space and budget constraints for server rooms, cooling systems, and noise management. This system enables efficient use of IT equipment in open spaces, supporting both On-premise and On-cloud operations. It converts sensor data into digital information and displays it via a Dashboard, allowing users to monitor, analyze, and control the system remotely. Additionally, Air Rack significantly reduces power consumption and the costs associated with traditional server room management.
Air Rack เป็นผลิตภัณฑ์ที่ออกแบบมาเพื่อธุรกิจจำนวนมากไม่มีพื้นที่ หรืองบประมาณในการสร้างห้องเซริฟ์เวอร์, ระบบระบายความร้อน และการจัดการเสียงรบกวน ซึ่งเป็นผลมาจากการนำอุปกรณ์ไอทีออกมาในที่โล่ง ใช้งานรวมกับระบบแสดงผลและเก็บข้อมูลแบบออนไลน์ ระบบถูกออกแบบมาให้ทำหน้าที่เป็นเครื่องมือที่สามารถเก็บข้อมูลได้อย่างละเอียดและแม่นยำ ทั้งแบบ On-premise และ On Cloud ก่อนจะประมวลผลโดยแปลงสัญญาณจากเซ็นเซอร์ให้เป็นข้อมูลดิจิตอล เพื่อส่งตรงสู่หน้าจอคอมพิวเตอร์ในรูปแบบของ Dashboard ที่ประกอบไปด้วยแผนภูมิ (Charts) เกจ (Gauges) LEDs ตาราง และอื่นๆ ให้คุณสามารถควบคุมกระบวนการ ติดตาม ตรวจสอบ วิเคราะห์ และสั่งงานได้จากระยะไกล
คณะเทคโนโลยีสารสนเทศ
Facial Expression Recognition (FER) has attracted considerable attention in fields such as healthcare, customer service, and behavior analysis. However, challenges remain in developing a robust system capable of adapting to various environments and dynamic situations. In this study, the researchers introduced an Ensemble Learning approach to merge outputs from multiple models trained in specific conditions, allowing the system to retain old information while efficiently learning new data. This technique is advantageous in terms of training time and resource usage, as it reduces the need to retrain a new model entirely when faced with new conditions. Instead, new specialized models can be added to the Ensemble system with minimal resource requirements. The study explores two main approaches to Ensemble Learning: averaging outputs from dedicated models trained under specific scenarios and using Mixture of Experts (MoE), a technique that combines multiple models each specialized in different situations. Experimental results showed that Mixture of Experts (MoE) performs more effectively than the Averaging Ensemble method for emotion classification in all scenarios. The MoE system achieved an average accuracy of 84.41% on the CK+ dataset, 54.20% on Oulu-CASIA, and 61.66% on RAVDESS, surpassing the 71.64%, 44.99%, and 57.60% achieved by Averaging Ensemble in these datasets, respectively. These results demonstrate MoE’s ability to accurately select the model specialized for each specific scenario, enhancing the system’s capacity to handle more complex environments.
วิทยาลัยการจัดการนวัตกรรมและอุตสาหกรรม
Diabetes is a significant global health issue, particularly due to complications related to diabetic wounds. Studies indicate that approximately 15-25% of diabetic patients develop foot ulcers, with more than 50% of severe cases leading to amputation. This results in a substantial decline in the quality of life for patients. Current treatments for diabetic wounds face challenges such as antibiotic-resistant bacterial infections and delayed wound healing, highlighting the need for innovative solutions to accelerate the healing process and reduce the risk of limb loss. Cotylelobium lanceolatum Craib, a medicinal plant long utilized in traditional Thai medicine, is known for its anti-inflammatory and wound-healing properties. This study focuses on developing an extract from Cotylelobium lanceolatum Craib in the form of nano silver (Nano Silver) to enhance the effectiveness of diabetic wound treatment. Nano silver technology enables deeper penetration into the skin, provides potent antibacterial activity, and promotes wound healing by reducing inflammation and stimulating tissue regeneration. The development of nano silver derived from Cotylelobium lanceolatum Craib extract is expected to help reduce chronic wounds in diabetic patients, lower the risk of infection, and decrease the incidence of limb amputation and mortality associated with diabetic wound complications. This research represents a significant step toward creating a safer and more effective treatment alternative for diabetic wound care.
คณะเทคโนโลยีการเกษตร
The Public park project : Ancient Sea Park. This's a new park in Aangsila Chonburi make for learn and travel in concept The sea in 65 million years ago.