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Maejo International Journal of Science and Technology (ISSN 1905-7873 © 2007), the international journal for the publication of all preliminary communications in Science and Technology is the first peer-refereed scientific journal of Maejo University (www.mju.ac.th). Full papers are available at http://www.mijst.mju.ac.th

Contact Information

Editorial office: Maejo International Journal of Science and Technology (MIJST), 1st floor, Orchid Building, Maejo University, San Sai, Chiang Mai 50290, Thailand. Tel: +66-53-87-5533, E-mail: duang_bud@hotmail.com

Editor :
Duang Buddhasukh (Maejo University), E-mail: duang_bud@hotmail.com

Associate Editors :
Jaturapatr Varith (Maejo University), E-mail : varithj@yahoo.com, jatuphon@mju.ac.th
Wasin Charerntantanakul (Maejo University), E-mail : wasin@mju.ac.th
Niwooti Whangchai (Maejo University), E-mail : niwooti@hotmail.co.th
Morakot Sukchotiratana (Maejo University), E-mail: morakot@mju.ac.th, morakot.s@cmu.ac.th

Nakorn Tippayawong (Chiang Mai University), E-mail : nakorn.t@cmu.ac.th

Editorial Assistants :
Jirawan Banditpuritat (Maejo University), E-mail : jirawan@mju.ac.th


Editorial Board (Updated July 2019)

Assoc. Prof. Dr. Mohammad R. Alizadeh (Agricultural Machinery Engineering),
Department of Agricultural Engineering, Rice Research Institute of Iran, Guilan, Iran.

E-mail : alizadeh_mohammadreza@yahoo.com

Prof. Shrideh K. Q. Al-Omari (Mathematics),
Department of Applied Sciences, Faculty of Engineering Technology, Al-Balqa Applied University, Ammam 11134, Jordan.
E-mail : s.k.q.alomari@fet.edu.jo

Asst. Prof. Dr. V. Ananthaswamy (Mathematics),
Department of Mathematics, The Madura College, Tamil Nadu, India.

E-mail : ananthu9777@gmail.com

Prof. Dr. Abdon Atangana (Applied Mathematics), Welwitschia Flat B, University of the Free State, 205 Nelson Mandela Drive, Brandwag, South Africa. E-mail : abdonatangana@yahoo.fr

Prof. Dr. Jose Antonio Alvarez Bermejo (Computer Engineering, Computer Science), Department of Informaties, University of Almeria, Spain. E-mail : joseantonio@ual.es

Emeritus Prof. Dr. Huseyin Bor (Mathematics),
P.O. Box 121, TR-06502 Bahcelievler, Ankara, Turkey. E-mail : hbor33@gmail.com

Emeritus Prof. John Bremner (Organic Chemistry),
University of Wollongong, NSW, Australia. E-mail : jbremner@uow.edu.au

Asst. Prof. Ekachai Chukeatirote (Microbiology),
School of Science, Mae Fah Luang University, Chiang Rai, Thailand
. E-mail : ekachai@mfu.ac.th

Prof. Amar Debbouche (Fractional Dynamical Systems and Control),
Department of Mathematics, Faculty of Science, Guelma University, Algeria.
E-mail : amar_debbouche@yahoo.fr

Dr. Deepmala (Statistics & Mathematics), PDPM Indian Institute of Information Technology, Design and Manufacturing, Jabalpur 482 055, Madhya Pradesh, India. E-mail: deepmaladm23@gmail.com

Prof. Richard L. Deming (Analytical Chemistry),
California State University Fullerton, Fullerton CA 92834-6866.
E-mail: rdeming@fullerton.edu

Prof. Cynthia C. Divina (Biology),
College of Arts and Science, Central Luzon State University, Philippines.
E-mail : cynthiacdivina@yahoo.com

Prof. Dr. Rakesh Dube (Fluid Mechanics and Heat Transfer),
Depertment of Applied Science & Humanities, ITS Engineering College, Greater Noida, UP, India.
E-mail : duberakesh@gmail.com or rakesh@isst.org.in

Prof. Dr. Erdal Ekici (General Topology-Mathematics),
Department of Mathematics, Canakkale Onsekiz Mart University, Terzioglu Campus, Turkey.
E-mail : eekici@comu.edu.tr

Prof. Mary Garson (Chemical Biology&Marine Science),
Molecular & Microbial Science School, The University of Queensland, Brisbane, Australia

E-mail : m.garson@uq.edu.au, Website: http://profiles.bacs.uq.edu.au/Mary.Garson

Assoc. Prof. Dr. A. Nirmala Grace (Nanotechnology),
Centre for Nanotechnology Research, VIT University, Vellore-632014, Tamil Nadu, India.
E-mail : anirmalagrace@vit.ac.in or anirmalagladys@gmail.com

Prof. Kate Grudpan (Flow-based Analysis),
Chiang Mai University, Thailand
E-mail: kate@chiangmai.ac.th

Dr. Soon Min Ho (Nanomaterials, Electrochemistry),
Faculty of Applied Sciences, INTI International University, Malaysia. E-mail: soonminho@yahoo.com

Assoc. Prof. Duangrat Inthorn, Ph.D. (Environmental Science and Bioremediation),
Mahidol University, Thailand.
E-mail : phdit@mahidol.ac.th

Prof. Minoru Isobe (Natural Products),
Institue of Advanced Research, Nagoya University, Japan
E-mail: isobem@ff.iij4u.or.jp

Prof. Dr. Sriman N. Iyengar (Computer Science and Engineering, Applied Mathematics),
Department of Information Technology, Sreenidhi Institute of Science and Technology, Hyderabad, India
E-mail: nchsniyengar48@gmail.com or nchsniyr@vit.ac.in

Asst. Prof. Dr. Dariusz Jakobczak (Mathematics and Computer Science),
Department of Electronics and Computer Science, Technical University of Koszalin, Poland
E-mail: dariusz.jakobczak@tu.koszalin.pl

Prof. Rajendra Karthik (Nanoelectronics),
MLR Institute of Technology, Quthbullapus Mandal, Hyderabad - 43, India. E-mail: rayam16@gmail.com ; karthik.r@mlrinstitutions.ac.in

Prof. Dr. V. V. Karthikeyan (Electrical and Electronics Engineering),
Karpagam College of Engineering, Anna University, Coimbatore - 641032, India. E-mail: karthi.maharaja@gmail.com

Prof. Kunimitsu Kaya (Ecological Chemistry),
Graduate School of Environmental Studies, Tohoku University, Japan.

E-mail :

Prof. Margaret E. Kerr, Ph.D. (Green Chemistry),
Department of Chemistry, Worcester State College, Worcester,
MA 01602, Phone: 508-929-8723, Fax: 508-929-817.
E-mail : Margaret.Kerr@worcester.edu

Asst. Prof. Dr. Ignacy Kitowski (Animal Ecology and Conservation, Ornithology),
State School of Higher Education in Chelm, Chelm, Poland
E-mail : ignacyk@autograf.pl

Asst. Prof. Andrzej Komosa, Ph.D. (Analytical Chemistry and Radiochemistry),
University of Maria-Curie Sklodowska, Poland
E-mail : andrzej.komosa@gmail.com

Prof. Dr. Monai Krairiksh (Telecommunication Engineering),
King Mongkut's Institute of Technology Ladkrabang, Thailand. E-mail : kkmonai@kmitl.ac.th

Dr. Anil Kumar, (Energy Technology),
Department of Energy, Maulana Azad National Institute of Technology Bhopal, Bhopal, India. E-mail : dranilk76@gmail.com

Prof. Dr. Devendra Kumar (Mathematics),
JECRC University, Jaipur-302905, Rajasthan, India. E-mail : devendra.maths@gmail.com

Asst. Prof. Pradeep Kumar, Ph.D. (Electronics and Communication Engineering),
Jaypee University of Information Technology, India. E-mail : erpradeep_tiet@yahoo.co.in

Asst. Prof. Dr. Sunil Kumar, Ph.D. (Mathematics),
Department of Mathematics, National Institute of Technology, Jharkhand, India. E-mail : skiitbhu28@gmail.com; skumar.rs.rpm@itbhu.ac.in ; skumar.math@nitjsr.ac.in

Mr. Shyam Nandan Kumar, (Computer Science and Engineering),
Lakshmi Narain College of Technology, Indore, India. E-mail : shyamnandan.mec@gmail.com

Prof. Dr. T. Randall Lee (Organic and Materials Chemistry),
University of Houston, USA. E-mail : TRLEE@uh.edu

Asst. Prof. Ma. Elizabeth C. Leoveras, Ph.D. (Biology), 
College of Arts and Science, Central Luzon State University, Philippines.

E-mail : bethbioclsu@yahoo.com

Prof. Dr. K. G. Madhwaraj (Software Engineering),
Professor, Department of Computer Applications, New Horizon College of Engineering, Outer Ring Road, Near Marathalli, Bellandur Main Road, Bengaluru, Karnataka 560103, India.
E-mail : madhwarajkg@gmail.com

Prof. Dr. Subrata Mallick (Pharmaceutical Technology),
Siksha O Anusandhan University, India
E-mail : s_mallickin@yahoo.com

Asst. Prof. Dr. Lakshmi Narayan Mishra, School of Advanced Sciences, Vellore Institute of Technology, Tamil Nadu, India. E-mail : lakshminarayanmishra04@gmail.com

Assoc. Prof. Dr. Vishnu Narayan Mishra (Mathematics),
Department of Mathematics, Indira Gandhi National Tribal University, Madhya Pradesh, India
E-mail : vishnu_narayanmishra@yahoo.co.in or vishnunarayanmishra@gmail.com

Prof. Amarendra N. Misra (Molecular Biology and Biotechnology),
Central University of Jharkhand, Ranchi, India
E-mail : misraan@yahoo.co.uk

Prof. N. S. Mohan, Department of Mechanical & Manufacturing Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal-5776104, India. E-mail : ns.mohan@manipal.edu

Prof. Ram N. Mohapatra (Mathematics),
Department of Mathematic, University of Central Florida, Orlando, Florida, USA
E-mail : ram.mohapatra@ucf.edu

Dr. Robert Molloy (Polymer Science),
Chiang Mai University, Thailand
E-mail: robert.m@cmu.ac.th; bob.chiangmai@gmail.com

Prof. Mohammad A. Mottaleb (Analytical Chemistry and Environment Science),
Center for Innovation and Entrepreneurship, Department of Chemistry/Physics,
Northwest Missouri State University, USA
E-mail : mmottal@nwmissouri.edu,
Website: http://www.nwmissouri.edu/dept/chemphy/faculty.htm

Assoc. Prof. Dr. R. Nagarajan, Department of Mathematic, J. J. College of Engg & Technology, Tamilnadu, India.
E-mail: rajenagarajan1970@gmail.com

Asst. Prof. Anand Nayyar (Computer Science),
KCL Institute of Management and Technology, India. E-mail: anand_nayyar@yahoo.co.in

Engr.Obeta Nwachkwu (Electrical Engineering),
Enugu State University of Science and Technology, Nigeria. E-mail: obetaelectrical@yahoo.com

Assoc. Prof. Dr. Kaew Nualchawee (Geoinformatics),
Geoinformatics and Space Technology Development of Agency, Thailand.
E-mail: knualchawee@yahoo.com

Prof. R. Ponalagusamy (Computer Science),
National Institute of Technology, Tamil Nadu, India.
  E-mail : rpalagu@nitt.edu

Prof. Stephen G. Pyne (Organic Chemistry&Medicinal Chemistry),
Johnson and Johnson Pharmaceutical Research Laboratory,
University of Wollongong, Australia.
  E-mail : spyne@uow.edu.au ,
Website: http://www.uow.edu.au/science/chem/staff/spyne/sp.html

Dr. Khaled Nabih Rashed (Natural Products), National Research Centre, Giza, Egypt.
: khalednabin2015@yahoo.co.uk

Prof. Dr. Mohammad Mehdi Rashidi (Mechanical Engineering), Tongji University, Shanghai, China.
: mm_rashidi@yahoo.com

Prof. Renato G. Reyes (Mycology),
College of Arts and Science, Central Luzon State University, Philippines.

: renegutierrezreyes1028@yahoo.com

Prof. Dr. M. Sabibullah ,
PG & Research Department of Computer Science, Jamal Mohamed College, Tamilnadu, India. Email : manavaisafi@yahoo.com

Prof. Dr. Hidehiro Sakurai (Nanoscience),
Institute for Molecular Science, Myodaiji, Japan. Email : hsakurai@ims.ac.jp

Prof. Muhammad Qaiser Shahbaz (Statistics),
King Abdul Aziz University, Jeddah, Saudi Arabia. E-mail : qshahbaz@gmail.com

Assoc. Prof. Dr. Rosnah Shamsudin, Department of Process and Food Engineering, Universiti Putra Malaysia, Selangor, Malaysia. Email: rosnahs@gmail.com, rosnahs@upm.edu.my

Prof. S. Smys (Information Technology),
Department of Information Technology, Karpagam College of Engineering, Coimbatore, India
E-mail: smys@kce.ac.in

Prof. Anupam Srivastav (Engineering, Composite Materials),
IFTM University, Moradabad, India
E-mail : anupamsrivastav@cetmbd.org

Prof. Hari M. Srivastava (Mathematics and Statistics),
Department of Mathematics and Statistics, University of Victoria, Victoria, British Columbia V8W3R4, Canada
E-mail : harimsri@math.uvic.ca

Prof. Maitree Suttajit (Medical and Biological Science),
Faculty of Science, Naresuan University (Payao Campus), Thailand.

E-mail : msuttjit@mail.med.cmu.ac.th

Asst. Prof. Thanaphong Thanasaksiri (Electrical Engineering),
Faculty of Engineering, Chiang Mai University, Thailand. E-mail : tthana@ee.eng.cmu.ac.th

Asst. Prof. Narin Tongwittaya, Ph.D. (Animal Science),
Maejo University, Thailand.
E-mail : narin@mju.ac.th

Asst. Prof. Dr. R. Udhayakumar, Department of Mathematics, Vellore Institute of Technology, Tamil Nadu, India. E-mail: udhayaram_v@yahoo.co.in

Dr. Mohammad Valipour (Water Sciences and Engineering),
Auburn University, USA. E-mail : vali-pour@auburn.edu

Prof. Keshav D. Verma (Material Science, Nanotechnology, Computer Engineering & Information Technology),
Department of Physics, S.V. (P.G.) College, Aligarh, India. E-mail : dr.kdverma1@gmail.com

Asst. Prof. Dr. V. Vijayan, Department of Mechanical Engineering, K. Ramakrishnan College of Technology, Trichy, India. E-mail: vijayan.me@gmail.com

Assoc. Prof. Malinee Wongnawa, (Pharmacology),
Faculty of Science, Prince of Songkla University, Thailand.
E-mail : malinee.wongnawa@gmail.com; malinee.w@psu.ac.th

Prof. Shanhe Wu (Mathematics),
Department of Mathematics and Computer Science, Longyan University, Fujian 364012, People's Republic of China. E-mail : shanhewu@gmail.com

Prof. Xiao-Jun Yang (Applied Mathematics and Mathematical Physics),
Department of Mathematics and Mechanics, China University of Mining and Technology, Jiangsu, China
E-mail : dyangxiaojun@163.com

Assoc. Prof. Dr. T. Yuvaraja, Chamabasaveshwara Institute of Technology, Tumkur City, India. E-mail : yuvarajastr@gmail.com

Prof. Yudong Zhang (Computer Science),
School of Computer Science and Technology, Nanjing Normal University, China.
E-mail : zhangyudong@njnu.edu.cn

Prof. Zhihua Zhang (Computer Science),
College of Global Change and Earth System Sciences, Beijing Normal University, China.
E-mail : zhangzh@bnu.edu.cn

Prof. Kewen Zhao, (Information Science),
Institute of Applied Mathematics and Information Science, Qiongzhou University, Sanya, P.R. China.
E-mail : kwzhao2006@163.com

Asst. Prof. Dr. Rushan Ziatdinov (Geometric and Mathematical Modeling, Computer Aided Geometric Design, Computer-Assisted Learning), Department of Industrial and Management Engineering, Keimyung University, Daegu, South Korea. E-mail : ziatdinov.rushan@gmail.com

Dr. Mahdi Zowghi, (Industrial and System Engineering, Management and Soft Computing),
Department of Business Management, PWCS, Tehran, Isan.
E-mail : mahdizoughi@gmail.com


Asst. Prof. Chamnian Yosraj, Ph.D., President of Maejo University. E-mail: chamnian@mju.ac.th 
Assoc. Prof. Thep Phongparnich, Ed. D., Former President of Maejo University. E-mail: thep@mju.ac.th


© 2007 by Maejo University

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© 2007 Maejo University
Contact :: Tel : +66-53-87-5533, Mailing Address : Maejo International Journal of Science and Technology, 1st floor, Orchid Building,
Maejo University, San Sai, Chiang Mai 50290, Thailand