TNI Journal of Engineering and Technology <p><strong>TNI Journal of Engineering and Technology<br><em>ISSN 2351-0056 (Print), ISSN&nbsp;2672-9989 (Online)</em></strong></p> <p>The policy of Thai-Nichi Institute of Technology (TNI) is to support the dissemination of research article to be useful in the development of knowledge base for society, especially in business and industry sectors. Therefore, the academic journal, namely the "TNI Journal of Engineering and Technology" has been created and published.</p> <p>Journal published for 6 months ( 2 copies per year)&nbsp;</p> <p>- Issue 1 January - June<br>- Issue 2 July - December</p> <p>Journal published in hardcopy formats and electronic file.&nbsp;</p> <p>Vol 1 No.1 (January - June 2013) : First issue in&nbsp;hardcopy formats.<br>Vol 7 No.1 (January - June 2019) : First issue in electronic file.</p> en-US <p><strong>Article Accepting Policy</strong></p> <p>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; The editorial board of Thai-Nichi Institute of Technology is pleased to receive articles from lecturers and experts in the fields of business administration, languages, engineering and technology written in Thai or English. The academic work submitted for publication must not be published in any other publication before and must not be under consideration of other journal submissions.&nbsp; Therefore, those interested in participating in the dissemination of work and knowledge can submit their article to the editorial board for further submission to the screening committee to consider publishing in the journal. The articles that can be published include solely research articles. Interested persons can prepare their articles by reviewing recommendations for article authors.</p> <p>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;Copyright infringement is solely the responsibility of the author(s) of the article.&nbsp; Articles that have been published must be screened and reviewed for quality from qualified experts approved by the editorial board.</p> <p>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; The text that appears within each article published in this research journal is a personal opinion of each author, nothing related to Thai-Nichi Institute of Technology, and other faculty members in the institution in any way.&nbsp; Responsibilities and accuracy for the content of each article are owned by each author. If there is any mistake, each author will be responsible for his/her own article(s).</p> <p><strong>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;</strong>The editorial board reserves the right not to bring any content, views or comments of articles in the Journal of Thai-Nichi Institute of Technology to publish before receiving permission from the authorized author(s) in writing.&nbsp; The published work is the copyright of the Journal of Thai-Nichi Institute of Technology.</p> (Assoc.Prof.Dr.Pichit Sukchareonpong) (Ms.Wareerat Manyum) Wed, 26 Jun 2019 00:00:00 +0700 OJS 60 A Design and Development of Proactive Information Systems for Medical Communication <p>&nbsp; &nbsp; &nbsp; &nbsp; This research aims to develop proactive information system architecture for medical communication to be used for proactive communication between medical personnel and the general public. The obtained results will be used for design and develop the proactive information system architecture by using techniques for developing a Multi-Tiered Client-Server Architecture with the structure of the computer network system communicates between computers. The system will be divided into two systems: 1) Proactive Search System serves to &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;search for proactive medical information and question taking place on <br> the public website 2) Enquiry Management serves to record and store medical questions and answers.</p> <p>&nbsp; &nbsp; &nbsp; &nbsp; With researching about the proactive information system evaluation for medical communications in term of effectiveness, we are found 621 questions through the internet on the public website between January and June 2018. When compared to the same period on 2017, it is found that medical questions increased by 43% and the performance evaluation is the fastest and the most accurate in finding a medical question, and the most satisfied in responding to medical questions. Therefore, the proactive information system architectures for medical communication is an architecture that helps to access medical questions and leads to the proactive communication between medical personnel and general person, patient and the patient's family, which can reduce the medical gap.&nbsp;&nbsp;&nbsp;&nbsp;</p> <p>&nbsp;</p> Boonyarit Sripan, Anantakul Intarapadung, Rerngwut Choomung, Wut Sookcharoen ##submission.copyrightStatement## Wed, 26 Jun 2019 00:00:00 +0700 A Prototype of Reverse Vending Machine for Garbage Bank Project <p>&nbsp; &nbsp; &nbsp; &nbsp; In the present, plastic bottles and aluminum cans are used in packaging consumption volume increasing. If there are no appropriate separation process could become a solid waste pollution that affects the environment very seriously. How to reduce air pollution from the waste, such as reuse, or applied repeatedly called recycling, so as to modify the value of the waste, and can increase revenue. The research team therefore found ways to solve the problem by studying and collecting information to develop the reverse vending machine for garbage bank projects for support activities and raise awareness of good people in the community to help prevent the waste problem that destroyed the environment.&nbsp;</p> <p>&nbsp; &nbsp; &nbsp; &nbsp; The results of the research showed that the reverse vending machine for garbage bank project. Provides the ability to separate the types of cans, small, medium, large, steel cans and plastic bottles. Separation by taking the average overall was 99.60 percent thought efficiency in compression can reduce the size of packaging, all types, representing 54.33 percent average.</p> Egkarin Watanyulertsakul, Vanasa Sinchangreed, Surajate On-rit ##submission.copyrightStatement## Wed, 26 Jun 2019 00:00:00 +0700 An Alarm and Monitoring System for the Elderly via a WiFi Network <p>&nbsp; &nbsp; &nbsp; &nbsp; The trend of the age proportion of the Thai population is completely stepping into an aging society. One of the main problems is that the elderly being left alone spend their lives to do daily activities difficultly due to physical changes. For example, falls&nbsp;in the&nbsp;elderly are the most common accidents. Therefore the objectives of this research are (1) to develop an alarm and monitoring system for the elderly when the elderly have an accident or injury, and (2) to develop a WiFi network inside residences to bridge data communication between wireless sensing devices and the Raspberry Pi board used as a main controller. The wireless sensing devices used to detect abnormal and emergency situations included a fall detector with an accelerometer, a motion detector with a camera and a distance sensor, and an emergency push button. When emergency situations were detected according to the pre-defined conditions, i.e., falling or pressing an emergency push button, or no motion within some time intervals, the Raspberry Pi board sent an SMS to a caregiver automatically. The experimental results showed that the intended objectives were achieved when the alarm and monitoring system was tested in both simulation scenarios and real-world situations.</p> Kiattisin Kanjanawanishkul, Kanokwan Bunkon, Nawaporn Ladkeaw, Noppachai Khongcharern ##submission.copyrightStatement## Fri, 28 Jun 2019 00:00:00 +0700 Application of Lean Six Sigma in Wine Glass Manufacturing Industry <p>&nbsp; &nbsp; &nbsp; &nbsp; Manufacturing in today’s Glass Industry is rapidly changing as the result of the intense competition in the market nowadays. The organizations will have to be continuously developed in order to improve the production especially in term of cost reduction and price to be more competitive in the world market. This research aims to apply Lean Six Sigma for the production process improvement. It consists of five basic phases. The Define phase is the first phase of Lean Six Sigma. In this phase, a problem statement was set that was to reduce the percentage of non-conforming wine glass with non-flat at the bottom. The next one is the Measure phase. The precision and accuracy of the measurement system were analyzed. The third phase is the Analysis phase. To investigate the root causes of the problem, the Physical phenomena – Mechanism Analysis was applied. The following phase is the Improve phase. The statistical techniques were used to determine the appropriate levels of the process parameters that lead to the minimum number of non-flat wine glass foot. The fifth phase is the Control phase. To ensure the process being managed and monitored properly, the controlling methods was proposed. As shown in the results, the percentage of non-conforming products had been decreased from 3.20% to 1.73%, which it is even lower than the target set.</p> Panuwat Tanasanskulwong, Ussanee Purintrapiban ##submission.copyrightStatement## Wed, 26 Jun 2019 00:00:00 +0700 Design Investigation Quality System of Rice Grain Phenotype by Using Digital Images Combined with Machine Learning <p>&nbsp; &nbsp; &nbsp; &nbsp; This research was aimed to design inspection system of the rice grain phenotypic quality, by using digital images combining machine learning. The research methodology divided into two part were hardware, and software. The research objective was developed rice grain phenotypic quality inspection system prototype. Hardware development was created shooting device for reducing noise, and burden for improving image quality before importing images into the process.&nbsp; And created geometric reference ruler to define the object size on the image, set to width of 0.5 centimeters, length of 1.5 centimeters. Software development was to created system to check the rice grain phenotype quality by using digital images combined with machines learning for classifying rice grain quality group according to the Thai jasmine rice standard product criteria under the Ministry of Commerce 2016. The research found that, the classification between the full rice grain and the stomach egg rice grain with only a small amount of egg contents was only characteristic that makes the discriminant characteristics of both naked eye specialist and the system designed.</p> Kulwadee Tanwong, Poonpong Suksawang, Yunyong Punsawad, Chalatip Thumkanon ##submission.copyrightStatement## Wed, 26 Jun 2019 00:00:00 +0700 Development of Adventure Game Base on Cybernetics Paradigm for Increasing Playing Engagement: A Case Study of Road Code <p>&nbsp; &nbsp; &nbsp; &nbsp; This research aims to examination and analysis of cybernetic paradigms, development of a new cybernetic-based adventure game and evaluation of the result of prototype games under the usability testing framework. The sample group consisted of game experts (designers, developers, computer graphics) traffic experts, experimental pilot studies and the game testers. The research tools included the following list: specialist interview questions, the prototype game developed from the synthesis, the prototype game developed from cybernetic paradigms, and performance appraisal form. The results were divided into, a simple linear regression analysis could be adapted to utilize with cybernetics in assessing a player’s ability, applied artificial intelligence (AI) to a player’s abilities to create an engagement. Secondly, the development of a new adventure game based on cybernetics helped get a player rating system to adjust the difficulty of the game according to a player’s abilities, the evaluation results of the prototype game under the usability testing framework were overall positive, with a point average 4.07 which meets the objective fulfillment.</p> Peerapong Trakulphat, Ratanachote Thienmongkol ##submission.copyrightStatement## Wed, 26 Jun 2019 00:00:00 +0700 Forecasting and Purchasing Planning for Shelf Life-Limited Instruments Equipment Spare Parts <p><strong>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;</strong>Forecasting and Purchasing Planning for Shelf Life-Limited Instruments Equipment Spare Parts with a case study of company, purchasing spare parts from factories by selecting a forecasting method and applying a mathematical model. The purposes of this research are to improve the inventory quantity to be suitable for customers’ demand, to reduce holding cost and to minimize the total inventory cost. In the past, the company operations didn’t have purchasing planning strategy in the case study, the purchasing would be ordered when the inventory level is 0 that result shortage spare parts sometimes and the company had the policy about the spare parts with a limited 5-years lifetime. There were 17 items or 80% of total expired spare parts value that would be taken for forecasting and purchasing planning in this case study. We propose a new strategy about applying a mathematical model for purchasing planning spare parts that minimize the total inventory cost by using a new safety stock (SS) and customers’ demand that is the most accurate forecasting method with the lowest Mean Absolute Deviation (MAD) from 5 forecasting methods: 1) Moving Average, 2) Single Exponential Smoothing, 3) Double Exponential Smoothing, 4) Holt-Winters Smoothing, 5) Monte Carlo Simulation. From experiments, 17 items of the spare parts were the most suitable with Moving Average, Single Exponential Smoothing and Double Exponential Smoothing Method. In addition, this study calculated the new safety stock level at 95% confident level for new purchasing planning next year. Finally, The results of this study were found that the mathematical model for purchasing planning spare parts, could prevent the inventory shortage, reduce holding cost and minimize the total inventory cost from the current purchases of all items by 8,384,223 baht or decrease the average cost of 493,189.59 baht/year that is 17.55%</p> Sasithorn Kitti-udomporn, Suwitchaporn Witchakul ##submission.copyrightStatement## Wed, 26 Jun 2019 00:00:00 +0700 Improving the Performance of an Image Classification with Convolutional Neural Network Model by Using Image Augmentations Technique <p>&nbsp; &nbsp; &nbsp; &nbsp; Image classification is one of the challenges for both humans and computers because it is a critical task. Researchers try to solve this task in many ways. In neural networks, Convolutional Neural Network (CNN) has been widely used for images recognition, images classifications, and objects detections. The process of CNN model includes training and testing. This paper aims to improve the performance of an image classification with Convolutional Neural Network model by using image augmentation technique and compare the accuracy of each technique. The dataset that we used in this paper was collected from Canadian Institute for Advanced Research (CIFAR-10) dataset which consists of a total of 60,000 images. The color images are of size 32x32 in 10 different classes. In the first stage, the 10- fold cross validation method is used to divide 50,000 images for training 300 rounds and 10,000 images for testing. In the second stage, in order to create artificial images, 10,000 images were randomly-selected from all categories and applied the image augmentation technique such as color adjustment, rotation, zoom, or flip image to the image. This image augmentations technique were randomly selected only one technique and applied to one image. The training images were 60,000 images in total; 50,000 images from the first stage plus 10,000 new images. Then the computer trained the images for 300 rounds. The evaluation shows that after using image augmentations technique by creating artificial images, the accuracy of Convolutional Neural Network model performs better from 84.79% up to 87.57%</p> Pimpa Cheewaprakobkit ##submission.copyrightStatement## Wed, 26 Jun 2019 00:00:00 +0700 Research Kaizen of Standardized Work Analysis with Motion Study by Time Prism Software (Case study: Textile Industry) <p>&nbsp; &nbsp; &nbsp; &nbsp; The purposes of this research were to reduce the cycle time by improving the standard work by using Video Analysis Technique and study of Motion study using Time Prism Software Ver.1.9.0. for improvement case study from the textile Industry by the production process of the sewing department. Presently, it was found that the target yield was 114 units per day, while the required 190 units per day. So, it did not achieve the target. By VDO recording in task group 9 was conducted to study the Cycle time of 4.50 minutes per piece. And Compared to the Takt time of 3.42 minutes per piece, the cycle time is too high. The ECRS has also been updated to provide new layouts and procedures to reduce waste from movement. As a result, the cycle Time decreased from 4.50 minutes per piece to 3.37 minutes per piece. The difference in Cycle time was reduced to 1.13 minutes that was 25.11%. This resulted in a yield of 114 per day for 195 days. The yield per day was 71.05%.</p> Vithinut Phakphonhamin ##submission.copyrightStatement## Wed, 26 Jun 2019 00:00:00 +0700 Strategic Approach to Adopt ICT in SMEs <p>&nbsp; &nbsp; &nbsp; &nbsp; This study investigates the success and failure factors of ICT adoption and usage in Thailand and Japan.&nbsp; In addition, this research aims to establish, derive and come up with an indicative model of identified factors and framework related to successfulness in ICT adoption in SMEs. The factors affecting the risks of ICT adoption faced by SMEs organization consists of three predictors: risk assessment, clear scope of the ICT project and internal management response to project. Finding factors will help the project team estimate the effectiveness of current controls and suggests whether each ICT adoption and usage is potentially failed, potentially succeed, or potentially over-controlled.</p> Prajak Chertchom, Senshu Yoshii, Patsama Charoenpong, Tanasin Yatsungnoen ##submission.copyrightStatement## Wed, 26 Jun 2019 00:00:00 +0700