Discover the ultimate innovations of the future developed by Thai researchers! Meet the latest technology from KMITL that will transform our way of life and industry.
คณะเทคโนโลยีการเกษตร
The design of Dreamscape Park, a public park covering an area of 50 rai, is based on the concept of ART. The design focuses on preserving green spaces while enhancing functionality to cater to people of all ages. The park features a landmark in the form of a water pond shaped like a drop of ink and a medium-sized amphitheater for various activities. Additional relaxation areas include a café, chill-out seating, outdoor activity zones, and sports facilities such as a basketball court, a takraw court, and walking/running paths around the park. There are also pet zones, children's play areas, gardens at various points, and accessible pathways throughout the area. Users can enjoy a peaceful environment and engage in activities according to their preferences.
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.
คณะเทคโนโลยีการเกษตร
This study investigated the effects of seed priming with Chaetomorpha sp. seaweed extract on seed germination and seedling growth of chili pepper. The objective was to examine the influence of seaweed extract concentrations on seed germination and seedling development. Seeds were primed in different concentrations of Chaetomorpha sp. extract, compared with a control treatment. The experiment was conducted using a completely randomized design with four replications. Results showed that seed priming with seaweed extract enhanced seed germination characteristics. Primed seeds exhibited improved germination percentage, germination index, and germination rate compared to the control. Additionally, seedlings from primed seeds showed enhanced root and shoot development. This study demonstrates the potential of Chaetomorpha sp. extract as a promising seed priming agent for improving chili pepper seed quality, which can be applied in the production of high-quality chili pepper seedlings.
คณะวิศวกรรมศาสตร์
This cooperative education project aims to enhance speed and facilitate the verification process for stock issuance, transfers, distributions, and receipts in the warehouse. The primary focus is to address issues related to wasted time and delays in operational processes. Through analysis, it was found that SAP, the current system, involves complex processes requiring specialized expertise. Although the company has developed the iWarehouse system to improve efficiency, delays and procedural complexity persist. To resolve these challenges, Power BI was utilized to visualize data related to stock issuance, transfers, distributions, and receipts, allowing warehouse staff to work more efficiently by minimizing waste and accelerating processes. Additionally, Power Automate was integrated to automate the processing of received stock numbers from emails, reducing errors and delays caused by manual data entry. The results of this improvement indicate a significant increase in employee efficiency and a noticeable reduction in wasted time. Upon project completion, the findings and development approach will be provided to the company for further enhancement.
คณะเทคโนโลยีการเกษตร
This study aimed to investigate the effects of different salinity levels on survival rate and growth performance of golden apple snail (Pomacea canaliculata). The experiment was conducted at salinity levels of 0, 5, 10, and 15 ppt, with four replicates each, over an 8-week period. The results showed that golden apple snails reared at 5-10 ppt exhibited survival rates and growth performance not significantly different (p>0.05) from those in the freshwater control group (0 ppt). These findings suggest the potential for developing golden apple snail culture in brackish water systems and the possibility of integration with other brackish water species in polyculture systems.
คณะศิลปศาสตร์
This innovation reduces costs and enhances queue management efficiency in restaurants, ensuring an organized system, minimizing wait times, and improving customer handling.
คณะสถาปัตยกรรม ศิลปะและการออกแบบ
A mixed-used complex consisting of commercial spaces, agricultural informative center, workshop, vertical farming and home office.
คณะวิศวกรรมศาสตร์
Designing advanced printed circuit boards for industrial applications involves a variety of steps and methods depending on each company. From what I have learned, I have used Cadence Allegro to design printed circuit boards. This internship was designed on a variety of boards with varying levels of difficulty. Learning in this internship could not be learned in detail within the university. I had to work with many departments within Analog Devices (Thailand) Company. This design was assisted by a mentor who took care of and taught me the work, allowing me to complete the co-operative successfully.
คณะสถาปัตยกรรม ศิลปะและการออกแบบ
A natural representation of new beginnings.