ISBN (e-book): 978-974-9721-86-5 The 9th International Science, Social Science, Engineering and Energy Conference 30th Anniversary of Kasem Bundit University, Thailand Venue : Ambassador Hotel Bangkok, Bangkok, Thailand nd th May 2 - 4 , 2018 Managing Editors : Senee Suwandee, Ph.D. , KBU Suphanchai Punthawanunt, KBU Nitibodee Sukjaroen, Ph.D., KBU II--SSEEEECC 22001188’’ss ee--PPrroocceeeeddiinngg SScciieennccee aanndd SSoocciiaall SScciieennccee EEnnggiinneeeerriinngg A Publication of the Research Center, Kasem Bundit University, Bangkok Faculty of Science and Technology, Kasem Bundit University, Bangkok Message from President of Kasem Bundit University It is indeed a great pleasure and utmost privilege of Kasem Bundit University to welcome all distinguished participants of the International Conference for the 9th Anniversary of International Science, Social Science, Engineering and Energy on “Research & Innovation for Promoting Development of the Nation”. Moreover, the Conference is also deemed as a very honor and meaningful event since Kasem Bundit University is concurrently celebrating the 30th anniversary this year. Kasem Bundit University has always emphasized the significance of the role of institutions of higher education of producing bodies of knowledge and their implications as well as practicality for the betterment of society. All potentials possessed by their faculty members and their unceasingly devotions have not only been expected but also been their great determination. It could very well be mentioned that international conferences are definitely valuable venues for researchers to disseminate their findings to their colleagues and the society as a whole. The conferences are conducive for valuable academic interactions and instantaneous feedbacks all which are fully welcomed and provide impetus for enormous dimensions of further enquiries and researches. Kasem Bundit University, therefore, is looking forward to the above perspectives of the International Conference. At this auspicious occasion Kasem Bundit University would like express to our heartfelt appreciation to Gunma University, Ton Duc Thang University, King Mongkut’s Institute of Technology Ladkrabang, Ramkhamhaeng University, Rajamangala University of Technology Isan, Rajabhat Universities of Nakhon Pathom, Udon Thani, Suan Sunandha, Pibulsongkram, and Phranakhon, and the Center of Excellence in Glass Technology and Materials Science of Nakhon Pathom Rajabhat University all of which have played very significant roles contributing relentless efforts in collaborating and organizing the Conference. In particular, Kasem Bundit University must convey our thanks and gratitude to Webster University in co-hosting this Conference. Kasem Bundit University and all members of the conference committee are also very thankful to all distinguished speakers and looking forward to their memorable and successful contributions. Kasem Bundit University anticipates the most fruitful and inspiring deliberation of the Conference and looking forward for another privilege and opportunity of welcoming all distinguished participants in jointly sharing knowledge and visions for the betterment of our society. Dr. Vallop Suwandee President of Kasem Bundit University II-SEEC 2018’s e-Proceediing Science and Engineering Social Science th The 9 IInternatiionall Sciience,, Sociiall Sciience,, Engiineeriing and Energy Conference OBJECTIVES 1. To offer a venue for academic instructors, students and/or researchers to share their works in a national and an international levels. 2. To encourage and promote university lectures to realize the importance of research and research sharing. 3. To support and build networking of universities regarding academic and research works, both nationally and internationally. 4. To publish academic and research works. Editorial Staffs Consultants: Vallop Suwandee, Ph.D. Executive Editors: Assoc.Prof. Nathabhol Khanthachai, Ph.D. Assoc.Prof. Chairit Sattayaprasert, Ph.D. Assoc.Prof. Suniti Suparp, Ph.D. Managing Editors: Senee Suwandee, Ph.D. Suphanchai Punthawanunt Nitibodee Sukjaroen, Ph.D. Production Coordinators: Research Center, Kasem Bundit University Faculty of Science and Technology, Kasem Bundit University Computing and Technology Center, Kasem Bundit University Public Relations Department, Kasem Bundit University Technology Education Development Center, Kasem Bundit University Kasem Bundit Journal (KBJ), Kasem Bundit University Kasem Bundit Engineering Journal (KBEJ), Kasem Bundit University Published By: Research Center, Kasem Bundit University 1761 Pattanakarn Road, Suanluang, Bangkok 10250, Thailand All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording or otherwise, without the prior consent of the Kasem Bundit University. © 2018 Kasem Bundit University Typeset in Thailand by Kasem Bundit University Printed in Thailand by Kasem Bundit University Committees Chairman of I-SEEC 2018 : Senee Suwandee, Ph.D., Kasem Bundit University,Thailand Avisor: Suphanchai Punthawanunt, Kasem Bundit University,Thailand International Steering Committee: Prof. Preecha Yupapin, Ph.D., Ton DucThang University (Vietnam) Prof. Yusaku Fujii, Ph.D., Gunma University (Japan) Vallop Suwandee, Ph.D., Kasem Bundit University (Thailand) Senee Suwandee, Ph.D., Kasem Bundit University (Thailand) Prof. Dr. Jalil Ali, (Malaysia) Viboon Pensuk, Ph.D., Udon Thani Rajabhat University (Thailand) Asst. Prof. Ravee Phromloungsri,Ph.D., Udon Thani Rajabhat University (Thailand) Assoc. Prof. Jakrapong Kaewkhao, Ph.D., Nakhon Pathom Rajabhat University (Thailand) Assoc. Prof. Somsak Mitatha, Ph.D., King Mongkut's University of Technology Ladkrabang(Thailand) Nithiroth Pornsuwancharoen, Ph.D., Rajamangala University of Technology Isan(Thailand) Sappasit Thongmee, Ph.D., Ramkhamhaeng University (Thailand) Asst. Prof. Sawatsakorn Chaiyasoonthorn, Ph.D., Ramkhamhaeng University (Thailand) Asst. Prof. Suebtarkul Suchat, Ph.D., Phranakhon Rajabhat University (Thailand) Asst. Prof. Narongsak Jukrkron, Ph.D., Phranakhon Rajabhat University (Thailand) Asst. Prof. Narong Sangwaranatee, Ph.D., Suan Sunandha Rajabhat University (Thailand) Asst. Prof. Nisakorn Sangwaranatee, Ph.D., Suan Sunandha Rajabhat University (Thailand) Asst. Prof. Pitak Yoomee, Ph.D., Pibulsongkram Rajabhat University (Thailand) Suphanchai Punthawanunt, Kasem Bundit University (Thailand) - D - Organization Committee: Vallop Suwandee, Ph.D., Kasem Bundit University Suwat Suwandee, Ph.D., Kasem Bundit University Senee Suwandee, Ph.D., Kasem Bundit University Atit Suwandee, Ph.D., Kasem Bundit University Asst. Prof. Chiratus Ratanamaneichat, Ph.D., Kasem Bundit University Assoc. Prof. Nathabhol Khanthachai, Ph.D., Kasem Bundit University Assoc. Prof. Suniti Suparp, Ph.D. , Kasem Bundit University Asst. Prof. Ing-orn Tanphan, Kasem Bundit University Asst. Prof. Ratthapong Boonyanuwat, Ph.D., Kasem Bundit University Asst. Prof. Sa-nga Songmuang, Kasem Bundit University Asst. Prof. Asanee Tongsilp, Kasem Bundit University Chaisak Chitchareon, Kasem Bundit University Sukritta Suwannakrit, Ph.D., Kasem Bundit University Suphanchai Punthawanunt, Kasem Bundit University Nitibodee Sukjaroen, Ph.D., Kasem Bundit University Aungkananart Suthaphakorn, Kasem Bundit University Chaweewan Sripunon, Kasem Bundit University Issara Somsong, Kasem Bundit University Jinya Dheerasak, Kasem Bundit University Metha Ekapiwong, Kasem Bundit University Min-dhita Akrachotdhanin, Kasem Bundit University Narueporn Arayatanont, Kasem Bundit University Pavana Mentara, Kasem Bundit University Piyawan Boonpen, Kasem Bundit University Pongpan Punlertwongsakul, Kasem Bundit University Saharat Ongsuwan, Kasem Bundit University Suphannee Lee-am, Kasem Bundit University Tippanad Chareerak, Kasem Bundit University Wandee Semsomboon, Kasem Bundit University - E - LIST OF REVIEWERS Track I : Science and Engineering Anand Dersingh, Ph.D. Assumption University Assoc. Prof. Pisit Phokharatkul, Ph.D. Kasem Bundit University Assoc. Prof. Thanu Chouychai, Ph.D. Kasem Bundit University Atitep Srikongsri, Ph.D. Kasem Bundit University Bhattarabhorn Wattanacheep Kasem Bundit University Narit Youngnarisara Kasem Bundit University Prapas Phongsanam, Ph.D. Kasem Bundit University Sakchai Rakkarn, Ph.D. Kasem Bundit University Samroeng Netpu, Ph.D. Kasem Bundit University Asst. Prof. Saroch Boonsiripant, Ph.D. Kasetsart University Asst. Prof. Suchat Leungprasert Kasetsart University Chatpun Kamyat, Ph.D. Kasetsart University Wichian Siriprom, Ph.D. Kasetsart University Asst. Prof. Poramate Banterng Khon Kaen University Nuntawoot Jongrungklang, Ph.D. Khon Kaen University Assoc. Prof. Fusak Cheevasuvit, Ph.D. King Mongkut's Institute of Technology Ladkrabang Assoc. Prof. Kobchai Dejhan, Ph.D. King Mongkut's Institute of Technology Ladkrabang Assoc. Prof. Orachat Chitsobhuk, Ph.D. King Mongkut's Institute of Technology Ladkrabang Assoc. Prof. Somsak Mitatha, Ph.D. King Mongkut's Institute of Technology Ladkrabang Chanin Srisuwannapa, Ph.D. King Mongkut's Institute of Technology Ladkrabang Asst. Prof. Sompote Youwai, Ph.D. King Mongkut's University of Technology Thonburi Assoc. Prof. Kamolwan Lueprasert, Ph.D. King Monkut's University of Technology North Bangkok Assoc. Prof. Smith Songpiriyakij, Ph.D. King Monkut's University of Technology North Bangkok Assoc. Prof. Yuthachai Bunterngchit, Ph.D. King Monkut's University of Technology North Bangkok