<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	>

<channel>
	<title>irvanurahman</title>
	<atom:link href="http://mhs.blog.ui.ac.id/irvanu/feed/" rel="self" type="application/rss+xml" />
	<link>http://mhs.blog.ui.ac.id/irvanu</link>
	<description></description>
	<lastBuildDate>Fri, 17 May 2013 04:37:57 +0000</lastBuildDate>
	<language>en-US</language>
	<sy:updatePeriod>hourly</sy:updatePeriod>
	<sy:updateFrequency>1</sy:updateFrequency>
	<generator>http://wordpress.org/?v=3.5.1</generator>
		<item>
		<title>6th ISIEM &#8211; Batam, Kepulauan Riau</title>
		<link>http://mhs.blog.ui.ac.id/irvanu/2013/02/17/6th-isiem-batam/</link>
		<comments>http://mhs.blog.ui.ac.id/irvanu/2013/02/17/6th-isiem-batam/#comments</comments>
		<pubDate>Sun, 17 Feb 2013 14:28:42 +0000</pubDate>
		<dc:creator>Irvanu Rahman</dc:creator>
				<category><![CDATA[Research]]></category>

		<guid isPermaLink="false">http://mhs.blog.ui.ac.id/irvanu/?p=147</guid>
		<description><![CDATA[I was attending the 6th International Seminar on Industrial Engineering and Management (ISIEM), Batam, Kepulauan Riau, Indonesia on February 12th   - 1 4th , 2013. The conference was hosted by Department of  Industrial Engineering  from 6 universities, and supported by Indonesian Association of Industrial Engineering Higher Education (BKSTI).  In this seminar, I presented a research paper focusing on production system improvement. This seminar also [...]]]></description>
				<content:encoded><![CDATA[<div id="attachment_173" class="wp-caption aligncenter" style="width: 936px"><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2013/02/ISIEM-5.jpg"><img class="size-full wp-image-173" alt="ISIEM" src="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2013/02/ISIEM-5.jpg" width="926" height="511" /></a><p class="wp-caption-text">Paper Presentation on ISIEM 2013</p></div>

<p style="text-align: center;"></p>

<p style="text-align: justify;">I was attending the 6th International Seminar on Industrial Engineering and Management (<a href="http://isiem.net/" target="_blank">ISIEM</a>), Batam, Kepulauan Riau, Indonesia on February 12<sup>th</sup> <sup>  </sup>- 1 4<sup>th</sup> , 2013. The conference was hosted by Department of  Industrial Engineering  from 6 universities, and supported by Indonesian Association of Industrial Engineering Higher Education (BKSTI).  In this seminar, I presented a research paper focusing on production system improvement.</p>

<p style="text-align: justify;">This seminar also invited several keynote speakers, and Prof. Frits Blessing from Rotterdam University was my fave one. He discussed a lot about his experiences on supply chain and logistic industries. He also took a concern on MP3I implementation in Indonesia. He told that Indonesian Government must be flexible in managing connectivity of goods and developing sufficient infrastructures. His explanation truly enlightened me about one of IEUI research concern on Port Management.</p>

<p style="text-align: justify;">The seminar session was continued with parallel session during the second day. The closing ceremony of the seminar took place in Merlion Park, Singapore. What a great experience! Thanks to Industrial Engineering Universitas Indonesia for the chance!</p>

<div id="attachment_172" class="wp-caption aligncenter" style="width: 910px"><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2013/02/ISIEM-141.jpg"><img class="size-full wp-image-172 " alt="ISIEM (14)" src="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2013/02/ISIEM-141.jpg" width="900" height="521" /></a><p class="wp-caption-text">Closing Ceremony at Merlion Park, Singapore<br />(Foto by: Industrial Engineering, Tarumanagara University)</p></div>

<p style="text-align: justify;">See more the <strong><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2013/02/PS-p6-11.pdf" target="_blank">ISIEM Paper</a></strong></p>
]]></content:encoded>
			<wfw:commentRss>http://mhs.blog.ui.ac.id/irvanu/2013/02/17/6th-isiem-batam/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>System Dynamics Workshop 2013</title>
		<link>http://mhs.blog.ui.ac.id/irvanu/2013/01/31/system-dynamics-workshop-2013/</link>
		<comments>http://mhs.blog.ui.ac.id/irvanu/2013/01/31/system-dynamics-workshop-2013/#comments</comments>
		<pubDate>Thu, 31 Jan 2013 03:57:32 +0000</pubDate>
		<dc:creator>Irvanu Rahman</dc:creator>
				<category><![CDATA[Course]]></category>

		<guid isPermaLink="false">http://mhs.blog.ui.ac.id/irvanu/?p=151</guid>
		<description><![CDATA[SEMS Lab conducted a System Dynamics (SD) workshop on January 28th-30th, 2013. This workshops was an introduction to System Dynamics methodology for skill development of all the lab assistants. The materials consist of  conceptual thinking behind SD, stock and flow diagram development and case study presentation. In this workshop, some of research assistants &#8211; including [...]]]></description>
				<content:encoded><![CDATA[<p style="text-align: justify;"><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2013/01/SEMS-Lab.jpg"><img class="aligncenter size-full wp-image-153" alt="SEMS Lab" src="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2013/01/SEMS-Lab.jpg" width="560" height="192" /></a></p>

<p style="text-align: justify;">SEMS Lab conducted a System Dynamics (SD) workshop on January 28th-30th, 2013. This workshops was an introduction to System Dynamics methodology for skill development of all the lab assistants. The materials consist of  conceptual thinking behind SD, stock and flow diagram development and case study presentation. In this workshop, some of research assistants &#8211; including me, took a part by being instructors and facilitators.</p>

<p style="text-align: justify;">Detailed information can be reached at <a href="http://systems.ie.ui.ac.id/2013/01/introduction-to-sd-workshop-2013/" target="_blank">SEMS Lab website</a>.</p>
]]></content:encoded>
			<wfw:commentRss>http://mhs.blog.ui.ac.id/irvanu/2013/01/31/system-dynamics-workshop-2013/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Newmont Mining Bootcamp</title>
		<link>http://mhs.blog.ui.ac.id/irvanu/2012/12/31/newmont-mining-bootcamp/</link>
		<comments>http://mhs.blog.ui.ac.id/irvanu/2012/12/31/newmont-mining-bootcamp/#comments</comments>
		<pubDate>Mon, 31 Dec 2012 10:50:43 +0000</pubDate>
		<dc:creator>Irvanu Rahman</dc:creator>
				<category><![CDATA[Course]]></category>

		<guid isPermaLink="false">http://mhs.blog.ui.ac.id/irvanu/?p=128</guid>
		<description><![CDATA[Last November, I was invited to attend eight day bootcamp program focusing on sustainable mining by Newmont Nusa Tenggara Ltd. This event was held in Batu Hijau town-site, West Sumbawa.  The purpose of this program is to introduce the society about mining operation especially in Batu Hijau and to create a memorable experiences for participants through different activities: [...]]]></description>
				<content:encoded><![CDATA[<p style="text-align: justify;">Last November, I was invited to attend eight day bootcamp program focusing on sustainable mining by Newmont Nusa Tenggara Ltd. This event was held in Batu Hijau town-site, West Sumbawa.  The purpose of this program is <span style="font-size: 13px; line-height: 19px;">to introduce the society about mining operation especially in Batu Hijau and to </span><span style="font-size: 13px; line-height: 19px;">create a memorable experiences for participants through different activities: mining, social, and nature. The participants of this event came from various backgrounds and I was an invited participant from education background/college student. </span></p>

<div class="wp-caption aligncenter" style="width: 850px"><img alt="" src="http://irvanrahman.files.wordpress.com/2013/02/smb-activities.png?w=1112" width="840" height="468" /><p class="wp-caption-text">Newmont Mining Bootcamp Activities</p></div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;"><span style="font-size: 13px; line-height: 19px;">This event started with medical check-up activity in Buin Batu Clinic. Actually, this activity is a part of selection process in Newmont Nusa Tenggara. In this session, the doctor explained about standard medical check-up that must be done for employee candidates.  Some of us also took a part in medical check-up test, such as blind test, hearing test, and heart-rate test.</span></div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;"><img class="aligncenter" alt="" src="http://irvanrahman.files.wordpress.com/2013/02/5.jpg?w=1410" width="522" height="392" /></div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;"><span style="font-size: 13px; line-height: 19px;">On the next day, we were taken to MMA office to get a comprehensive explanation about Newmont&#8217;s mining activities in Batu Hijau. After break and lunch, we visited the ultimate pit where the production process take place. </span></div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;"><img class="aligncenter" alt="" src="http://irvanrahman.files.wordpress.com/2013/02/mma-office.png?w=1112" width="603" height="255" /></div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;">After having a comprehensive experiences about the production activity, we went to the process plant on the third day. In this area, we were taken to see an end to end processing activities.</div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;"><img class="aligncenter" alt="" src="http://irvanrahman.files.wordpress.com/2013/02/process-plant.png?w=1112" width="524" height="186" /></div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;">On the fourth day, we went to the environmental-protection area. There are two main protection area in Newmont mining operation, land-area reclamation near the ultimate pit and tailing waste-management in Indian ocean. Luckily, I got a chance to visit the second area using high-speed vessel, named &#8220;Tenggara Exploler&#8221;. Indian ocean, I&#8217;m coming!</div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;"><img class="aligncenter" alt="" src="http://irvanrahman.files.wordpress.com/2013/02/indian-ocena.png?w=1112" width="533" height="194" /></div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;">On the fifth and sixth day, we were taken to society. Outside the mining area, we did a lot of social activities with residents, such as teaching at elementary school and babies immunization at health centers. Besides delivering services, we also visited other local community activities such as waste recycling and turtle conservation in Pantai Maluk. One of the most unforgettable activities outside the mining town-site was  staying overnight at local resident&#8217;s house. I really enjoyed that moment.</div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;"><img class="aligncenter" alt="" src="http://irvanrahman.files.wordpress.com/2013/02/comdev.png?w=1112" width="554" height="282" /></div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;">On the seventh day, we left Batu Hijau town-site and went off to Lombok.  In Lombok, we stayed at Novotel Kuta and had a closing ceremony.  On the last day, we went back to reality named Jakarta.Thanks Newmont Nusa Tenggara for the great chance!</div>

<div style="text-align: justify;"></div>

<div style="text-align: justify;"></div>
]]></content:encoded>
			<wfw:commentRss>http://mhs.blog.ui.ac.id/irvanu/2012/12/31/newmont-mining-bootcamp/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Al Azhar International Seminar</title>
		<link>http://mhs.blog.ui.ac.id/irvanu/2012/10/07/seminar-at-isstin-al-azhar-indonesia/</link>
		<comments>http://mhs.blog.ui.ac.id/irvanu/2012/10/07/seminar-at-isstin-al-azhar-indonesia/#comments</comments>
		<pubDate>Thu, 01 Jan 1000 00:00:00 +0000</pubDate>
		<dc:creator>Irvanu Rahman</dc:creator>
				<category><![CDATA[Research]]></category>

		<guid isPermaLink="false">http://mhs.blog.ui.ac.id/irvanu/?p=112</guid>
		<description><![CDATA[I was presenting my research paper at the International Seminar on Science and Technology Innovations, University of Al Azhar Indonesia on October  2-4, 2012. The theme of this seminar was &#8221;Green Innovation Technology for Sustainable Society&#8221; which could help promoting green lifestyle through the use of green technology in this country, and to raise public awareness on [...]]]></description>
				<content:encoded><![CDATA[<p style="text-align: justify;">I was presenting my research paper at the International Seminar on Science and Technology Innovations, University of Al Azhar Indonesia on October  2-4, 2012. The theme of this seminar was &#8221;<em>Green Innovation Technology for Sustainable Society</em>&#8221; which could help promoting green lifestyle through the use of green technology in this country, and to raise public awareness on the need to be innovative and to produce climate smart processes and products.</p>

<p style="text-align: center;"><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2012/10/ISSTIN-2012-0131.jpg"><img class="aligncenter" alt="ISSTIN 2012 013" src="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2012/10/ISSTIN-2012-0131.jpg" width="532" height="299" /></a></p>

<p style="text-align: justify;">My paper itself, entitled &#8220;<em>A System Dynamics Sustainability Model to Visualize the Interaction between Economic, Social, and Environment Aspects of Jakarta’s Urban Development</em>&#8220;, was presented with my research partner, Ricki Muliadi. This research aimed to develop a base city level sustainability model to facilitate further research on urban sustainable development planning. We presented our paper in parallel session with Mr. Ir. Syarif Hidayat MengSc, MM. (head of Industrial Engineering Department, University of Al Azhar Indonesia) as a moderator.</p>

<p style="text-align: justify;">The session took place in interactive and lively. The participants had a lot of feedback during the Q&amp;A session. The discussion concluded by a short presentation on possible research directions on System Dynamics based on urban development framework.</p>

<div id="attachment_121" class="wp-caption aligncenter" style="width: 1013px"><a href="http://mhs.blog.ui.ac.id/irvanu/2012/10/07/seminar-at-isstin-al-azhar-indonesia/isstin-2012-008/" rel="attachment wp-att-121"><img class="size-full wp-image-121" alt="Q&amp;A Session with Mr. Syarif Hidayat as a Moderator" src="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2012/10/ISSTIN-2012-008.jpg" width="1003" height="491" /></a><p class="wp-caption-text">Q&amp;A Session with Mr. Syarif Hidayat as a Moderator</p></div>

<p style="text-align: justify;">See more in our <a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2013/02/ISSTIN-Paper-2012.pdf" target="_blank">ISSTIN Paper &#8211; 2012</a><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2013/02/ISSTIN-Paper-2012.pdf">
</a></p>
]]></content:encoded>
			<wfw:commentRss>http://mhs.blog.ui.ac.id/irvanu/2012/10/07/seminar-at-isstin-al-azhar-indonesia/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Intellectual Social Responsibility</title>
		<link>http://mhs.blog.ui.ac.id/irvanu/2012/10/06/intellectual-social-responsibility/</link>
		<comments>http://mhs.blog.ui.ac.id/irvanu/2012/10/06/intellectual-social-responsibility/#comments</comments>
		<pubDate>Sat, 06 Oct 2012 15:33:29 +0000</pubDate>
		<dc:creator>Irvanu Rahman</dc:creator>
				<category><![CDATA[Course]]></category>

		<guid isPermaLink="false">http://mhs.blog.ui.ac.id/irvanu/?p=89</guid>
		<description><![CDATA[Pada tanggal 27 September 2012, Departemen Teknik Industri Universitas Indonesia melangsungkan kegiatan Intellectual Social Responsibility (ISR) di SMK Negeri 1 Depok. Kegiatan ini dikemas dalam bentuk seminar dan pelatihan persiapan menghadapi dunia kerja. Kegiatan ini didukung dengan 2 orang dosen dan 19 trainer yang merupakan mahasiswa program magister Teknik Industri Universitas Indonesia. Kegiatan diawali dengan seminar kewirausahaan yang berlangsung dari pukul [...]]]></description>
				<content:encoded><![CDATA[<p>Pada tanggal 27 September 2012, Departemen Teknik Industri Universitas Indonesia melangsungkan kegiatan <em>Intellectual Social Responsibility </em>(ISR) di SMK Negeri 1 Depok. Kegiatan ini dikemas dalam bentuk seminar dan pelatihan persiapan menghadapi dunia kerja.</p>

<p>Kegiatan ini didukung dengan 2 orang dosen dan 19 <em>trainer</em> yang merupakan mahasiswa program magister Teknik Industri Universitas Indonesia. Kegiatan diawali dengan seminar kewirausahaan yang berlangsung dari pukul 08.00 &#8211; 11.30 WIB. Sesi berikutnya siswa akan kembali ke kelasnya masing-masing untuk mengikuti pelatihan menghadapi dunia kerja.</p>

<div id="attachment_91" class="wp-caption aligncenter" style="width: 1034px"><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2012/10/ISR-27092012-Students.jpg"><img class="size-full wp-image-91" title="ISR 27092012 - Students" src="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2012/10/ISR-27092012-Students.jpg" alt="" width="1024" height="768" /></a><p class="wp-caption-text">Siswa SMK Negeri 1 Depok di Kelas 12 Jurusan TKR</p></div>

<p>Saya bersama rekan kerja saya, Gagas Hariseto, mengisi pelatihan di kelas 12 jurusan Teknik Kendaraan Ringan. Dalam sesi tersebut, peserta sangat antusias dalam mengikuti kegiatan meskipun  suasana ruang kelas siang itu cukup terik. Selain penyajian materi, sesi ini juga diselingi dengan permainan simulasi yang bertujuan mengasah kreativitas peserta.</p>

<p>Suasana kelas yang hidup ini kemudian ditutup dengan sayembara pembuatan proposal bisnis. Para peserta membentuk kelompok yang beranggotakan lima orang dan setiap kelompok akan membuat proposal bisnis yang akan diperlombakan antar kelas. Aktivitas ini disambut positif oleh para siswa yang aktif mengajukan pertanyaan mengenai teknis perlombaan.</p>

<div id="attachment_92" class="wp-caption aligncenter" style="width: 1034px"><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2012/10/ISR-27092012-All-Trainers.jpg"><img class="size-full wp-image-92" title="ISR 27092012 - All Trainers" src="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2012/10/ISR-27092012-All-Trainers.jpg" alt="" width="1024" height="768" /></a><p class="wp-caption-text">Sesi Foto Bersama di SMK Negeri 1 Depok</p></div>

<p>Sesi ini berakhir pada pukul 15.30 dan seluruh rangkaian kegiatan ISR di SMK Negeri 1 Depok ini ditutup dengan sesi foto bersama antara pihak sekolah dan para <em>trainer</em>.</p>
]]></content:encoded>
			<wfw:commentRss>http://mhs.blog.ui.ac.id/irvanu/2012/10/06/intellectual-social-responsibility/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Prof. Martin Kunc Seminar on SD</title>
		<link>http://mhs.blog.ui.ac.id/irvanu/2012/09/25/prof-martin-kunc-seminar-on-sd/</link>
		<comments>http://mhs.blog.ui.ac.id/irvanu/2012/09/25/prof-martin-kunc-seminar-on-sd/#comments</comments>
		<pubDate>Tue, 25 Sep 2012 02:44:53 +0000</pubDate>
		<dc:creator>Irvanu Rahman</dc:creator>
				<category><![CDATA[Research]]></category>

		<guid isPermaLink="false">http://mhs.blog.ui.ac.id/irvanu/?p=84</guid>
		<description><![CDATA[Martin Kunc, Associate Professor of Management Sciences of Warwick Business School &#8211; United Kingdom, was visiting SEMS on Tuesday, August 14th, 2012. The purpose of this visit is sharing knowledge and research opportunities regarding the use of System Dynamics (SD) in Strategy, and open up future collaborations with SD practitioners in Indonesia. The session started with a [...]]]></description>
				<content:encoded><![CDATA[<p>Martin Kunc, Associate Professor of Management Sciences of Warwick Business School &#8211; United Kingdom, was visiting SEMS on Tuesday, August 14th, 2012. The purpose of this visit is sharing knowledge and research opportunities regarding the use of System Dynamics (SD) in Strategy, and open up future collaborations with SD practitioners in Indonesia.</p>

<p>The session started with a short discussion on one of his paper regarding the use of SD modeling in tackling human resource issues in a professional service firms (<em>Kunc, M. Achieving a balanced organizational structure in professional services firms: some lessons from a modeling project. Systems Dynamics Review 24, 2008</em>).</p>

<p>This discussion took place in interactive and lively. The research assistants (including me) got a new insight of the use of SD modeling in improving the organization&#8217;s performances. Question and answer session also enriched our understanding to become more solid. The discussion concluded by a short presentation on possible research directions on System Dynamics based on resource based strategic view.</p>

<div id="attachment_85" class="wp-caption aligncenter" style="width: 730px"><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2012/08/SEMS-and-Prof.-Martin-Kunc.jpg"><img class=" wp-image-85  " title="SEMS and Prof. Martin Kunc" alt="" src="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2012/08/SEMS-and-Prof.-Martin-Kunc.jpg" width="720" height="540" /></a><p class="wp-caption-text">Prof. Martin Kunc with SEMS lab members</p></div>

<p>&nbsp;</p>
]]></content:encoded>
			<wfw:commentRss>http://mhs.blog.ui.ac.id/irvanu/2012/09/25/prof-martin-kunc-seminar-on-sd/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>One-Way ANOVA</title>
		<link>http://mhs.blog.ui.ac.id/irvanu/2012/04/11/one-way-anova/</link>
		<comments>http://mhs.blog.ui.ac.id/irvanu/2012/04/11/one-way-anova/#comments</comments>
		<pubDate>Tue, 10 Apr 2012 17:17:18 +0000</pubDate>
		<dc:creator>Irvanu Rahman</dc:creator>
				<category><![CDATA[Course]]></category>

		<guid isPermaLink="false">http://mhs.blog.ui.ac.id/irvanu/?p=62</guid>
		<description><![CDATA[Basic statistical method is usually used for testing means and standard deviation of one or two population at the same time. However, this method cannot be used while the population is more than two groups. An Analysis of Variance, popularly known as the ANOVA test, can be used in cases where there are more than two groups. [...]]]></description>
				<content:encoded><![CDATA[<p>Basic statistical method is usually used for testing means and standard deviation of one or two population at the same time. However, this method cannot be used while the population is more than two groups. An Analysis of Variance, popularly known as the ANOVA test, can be used in cases where there are more than two groups.</p>

<p>The concept of ANOVA was born in the beginnings of agricultural era in 1918-1940. It was invented by Sir Ronald Aylmer Fisher while working at Rothamsted Agricultural Experiment Station, London, England. This method emerged because of variations, which represent inequality of a distribution of variations of certain states in a population.</p>

<p>There are many techniques and designs that can be used in analyzing variances. In this post, I&#8217;ll share about One-Way Analysis of Variance, the simplest version of ANOVA. A One-Way Analysis of Variance (One-Way ANOVA) is a way to test the equality of three or more means at one time by using variances. It is used for a single-factor between subjects design, i.e. for comparing two or more treatment means.</p>

<p>In One-Way ANOVA, we use F-test for comparing the treatment means. If the value of treatment mean is greater than the F value in certain level of confidence, we can conclude that the treatment means differ or significantly affect the response variable. The following attachment may be useful to help you in understanding the concept of One-Way ANOVA.</p>

<hr />

<h2>High-Performance Fuel Experiments</h2>

<p>Pertamina is currently conducting a research for the formulation of an efficient and highly performance fuel. The response variable is revealed in km/hours, as top speed. The researchers wants to determine the best octane ratings (%) that produce the highest speed. They choose five levels of octane ratings that vary between 92-96% with 5 times radomized replication. The table of experiments is summarize as shown below,</p>

<table width="100%" border="0" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td rowspan="2" width="23%">
<p align="center"><strong>Octane Ratings</strong></p>
</td>
<td colspan="5" nowrap="nowrap" width="76%">
<p align="center"><strong>Observation</strong></p>
</td>
</tr>
<tr>
<td nowrap="nowrap" width="15%">
<p align="center"><strong>1</strong></p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center"><strong>2</strong></p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center"><strong>3</strong></p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center"><strong>4</strong></p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center"><strong>5</strong></p>
</td>
</tr>
<tr>
<td nowrap="nowrap" width="23%">
<p align="center">92%</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">366</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">365</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">371</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">367</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">373</p>
</td>
</tr>
<tr>
<td nowrap="nowrap" width="23%">
<p align="center">93%</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">368</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">373</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">368</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">374</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">374</p>
</td>
</tr>
<tr>
<td nowrap="nowrap" width="23%">
<p align="center">94%</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">370</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">374</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">374</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">375</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">375</p>
</td>
</tr>
<tr>
<td nowrap="nowrap" width="23%">
<p align="center">95%</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">366</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">381</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">378</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">375</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">379</p>
</td>
</tr>
<tr>
<td nowrap="nowrap" width="23%">
<p align="center">96%</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">371</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">366</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">367</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">367</p>
</td>
<td nowrap="nowrap" width="15%">
<p align="center">377</p>
</td>
</tr>
</tbody>
</table>

<p>&nbsp;</p>

<p><strong>Calculation of Variation</strong></p>

<table width="100%" border="0" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td rowspan="2" width="17%">
<p align="center"><strong>Octane Ratings</strong></p>
</td>
<td colspan="5" nowrap="nowrap" width="58%">
<p align="center"><strong>Observation</strong></p>
</td>
<td rowspan="2" width="24%">
<p align="center"><strong>Total y.</strong></p>
</td>
</tr>
<tr>
<td nowrap="nowrap" width="11%">
<p align="center"><strong>1</strong></p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center"><strong>2</strong></p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center"><strong>3</strong></p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center"><strong>4</strong></p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center"><strong>5</strong></p>
</td>
</tr>
<tr>
<td nowrap="nowrap" width="17%">
<p align="center">92%</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">366</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">365</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">371</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">367</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">373</p>
</td>
<td nowrap="nowrap" width="24%">                   1,842</td>
</tr>
<tr>
<td nowrap="nowrap" width="17%">
<p align="center">93%</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">368</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">373</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">368</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">374</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">374</p>
</td>
<td nowrap="nowrap" width="24%">                   1,857</td>
</tr>
<tr>
<td nowrap="nowrap" width="17%">
<p align="center">94%</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">370</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">374</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">374</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">375</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">375</p>
</td>
<td nowrap="nowrap" width="24%">                   1,868</td>
</tr>
<tr>
<td nowrap="nowrap" width="17%">
<p align="center">95%</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">366</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">381</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">378</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">375</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">379</p>
</td>
<td nowrap="nowrap" width="24%">                   1,879</td>
</tr>
<tr>
<td nowrap="nowrap" width="17%">
<p align="center">96%</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">371</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">366</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">367</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">367</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">377</p>
</td>
<td nowrap="nowrap" width="24%">                   1,848</td>
</tr>
<tr>
<td colspan="5" nowrap="nowrap" width="64%"></td>
<td nowrap="nowrap" width="11%">
<p align="center"><strong>y..</strong></p>
</td>
<td nowrap="nowrap" width="24%">                   9,294</td>
</tr>
</tbody>
</table>

<p><span style="text-decoration: underline;">
</span></p>

<p><span style="text-decoration: underline;">Total Source of Variation</span></p>

<p>SS<sub>T</sub>      = (366)<sup>2</sup> + (365)<sup>2</sup> + (371)<sup>2 </sup>+ … + (367)<sup>2</sup> + (377)<sup>2</sup> –</p>

<p>= <strong>504,56</strong></p>

<p><span style="text-decoration: underline;">Source of Variation : Treatment</span></p>

<p>SS<sub>Treatment </sub>         =  {[(1842)<sup>2</sup> + (1857)<sup>2</sup> + (1868)<sup>2 </sup>+ (1879)<sup>2</sup> + (1848)<sup>2</sup>] / 5 } –- {[(9294)<span style="font-size: xx-small;"><span style="line-height: 10px;"><sup>2</sup></span></span>]/25}</p>

<p><span style="line-height: 10px;">   </span>                        = <strong>178,96</strong></p>

<p><span style="text-decoration: underline;">Source of Variation : Error</span></p>

<p>SS<sub>E </sub>     =  SS<sub>T </sub>- SS<sub>Treatment  </sub></p>

<p>=  577.468,70 &#8211; 577.125,10</p>

<p>=  <strong>325,60</strong></p>

<p><strong> </strong></p>

<p><strong>ANOVA for the High-Performance Fuel</strong></p>

<table width="98%" border="0" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td rowspan="2" width="26%">
<p align="center"><strong>Source of Variation</strong></p>
</td>
<td rowspan="2" width="28%">
<p align="center"><strong>Sum of Square</strong></p>
</td>
<td rowspan="2" width="11%">
<p align="center"><strong>df</strong></p>
</td>
<td rowspan="2" width="20%">
<p align="center"><strong>Mean Square</strong></p>
</td>
<td rowspan="2" width="13%">
<p align="center"><strong>F<sub>0</sub></strong></p>
</td>
<td width="0" height="20"></td>
</tr>
<tr>
<td width="0" height="21"></td>
</tr>
<tr>
<td nowrap="nowrap" width="26%">Treatment</td>
<td nowrap="nowrap" width="28%">
<p align="center">               178.96</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">4</p>
</td>
<td nowrap="nowrap" width="20%">
<p align="center">              44.74</p>
</td>
<td nowrap="nowrap" width="13%">
<p align="center">2.75</p>
</td>
<td width="0" height="20"></td>
</tr>
<tr>
<td nowrap="nowrap" width="26%">Error</td>
<td nowrap="nowrap" width="28%">
<p align="center">               325.60</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">20</p>
</td>
<td nowrap="nowrap" width="20%">
<p align="center">              16.28</p>
</td>
<td nowrap="nowrap" width="13%"></td>
<td width="0" height="20"></td>
</tr>
<tr>
<td nowrap="nowrap" width="26%">Total</td>
<td nowrap="nowrap" width="28%">
<p align="center">               504.56</p>
</td>
<td nowrap="nowrap" width="11%">
<p align="center">24</p>
</td>
<td nowrap="nowrap" width="20%"></td>
<td nowrap="nowrap" width="13%"></td>
<td width="0" height="21"></td>
</tr>
</tbody>
</table>

<p>F<sub>0.1; 4; 20</sub><strong> = 2,25</strong> &lt; F<sub>0 </sub>= <strong>2,75      </strong>……………………(Reject H<sub>0</sub>)</p>

<p>Since the H<sub>0 </sub>is rejected, it can be concluded that the octane ratings in the fuel significantly affect vehicle’s top speed.</p>
]]></content:encoded>
			<wfw:commentRss>http://mhs.blog.ui.ac.id/irvanu/2012/04/11/one-way-anova/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Thinking Skills</title>
		<link>http://mhs.blog.ui.ac.id/irvanu/2011/11/18/thinking-skills/</link>
		<comments>http://mhs.blog.ui.ac.id/irvanu/2011/11/18/thinking-skills/#comments</comments>
		<pubDate>Fri, 18 Nov 2011 14:10:27 +0000</pubDate>
		<dc:creator>Irvanu Rahman</dc:creator>
				<category><![CDATA[Course]]></category>
		<category><![CDATA[course]]></category>

		<guid isPermaLink="false">http://mhs.blog.ui.ac.id/irvanu/?p=35</guid>
		<description><![CDATA[&#160; This semester, I take eight courses. Those course are System Thinking, Quantitative Method, Industrial Statistics, Strategic Management, Engineering Economics, Process Design, Industrial Organization, Operation Management, and Internship. All of those courses are interesting but the most interesting one is System Thinking. Systems thinking is a perspective that helps us see and understand the big picture [...]]]></description>
				<content:encoded><![CDATA[<p>&nbsp;</p>

<p><a href="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2011/11/system-thinking.jpg"><img class="aligncenter size-full wp-image-110" title="system-thinking" src="http://mhs.blog.ui.ac.id/irvanu/wp-content/blogs.dir/13949/files/2011/11/system-thinking.jpg" alt="" width="600" height="400" /></a></p>

<p>This semester, I take eight courses. Those course are System Thinking, Quantitative Method, Industrial Statistics, Strategic Management, Engineering Economics, Process Design, Industrial Organization, Operation Management, and Internship. All of those courses are interesting but the most interesting one is System Thinking.</p>

<p>Systems thinking is a perspective that helps us see and understand the big picture in new ways. This concept, which was founded in 1956 by Jay Forrester (MIT Professor), help people to make their understanding about social systems and engineering principles explicit. Besides the lecture has a little concern about numeric calculation, this course allows me to improve the way of thinking and improves problem solving skill.</p>

<p>Thinking skill is very important for every Industrial Engineers to understand problem&#8217;s structure. This course improves my thinking skill by giving a better understanding and perspective to explain the systemic behaviors. Once, we see the relationship between structure and behavior, we can understand how systems work, what make them produce poor results, and how to shift them into better behavior patterns.</p>

<p>As our world change rapidly and become more complex, System Thinking will help us manage, adapt, and see the wide of range of choices we have before us. It it a way of thinking that gives us the freedom to identfy root causes of problems and see new opportunities. Lastly, we can easily apply this knowledge in our daily life. As our life faces many choices, it also becomes more complex.</p>

<p>Further reading : Thinking in Systems : A Primer by Donella H. Meadows.</p>
]]></content:encoded>
			<wfw:commentRss>http://mhs.blog.ui.ac.id/irvanu/2011/11/18/thinking-skills/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
	</channel>
</rss>