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		<title>en&gt;Gareth Jones: add link to probability theory in lead</title>
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		<updated>2013-09-27T09:59:45Z</updated>

		<summary type="html">&lt;p&gt;add link to probability theory in lead&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;&amp;#039;&amp;#039;&amp;#039;Hans Bastiaan Pacejka&amp;#039;&amp;#039;&amp;#039; ([[Rotterdam]], 1934) is an expert in [[vehicle system dynamics]] and particularly in [[tire dynamics]], fields in which his works are now standard references.&amp;lt;ref&amp;gt;{{cite web&lt;br /&gt;
| url = http://www.racer.nl/reference/pacejka.htm&lt;br /&gt;
| title = Pacejka&amp;#039;s Magic Formula&lt;br /&gt;
| author = Ruud van Gaal&lt;br /&gt;
| publisher = [[Racer (simulator)|Racer]]&lt;br /&gt;
| date = December 23, 2010&lt;br /&gt;
| accessdate = 2011-03-19}}&amp;lt;/ref&amp;gt;&amp;lt;ref name=&amp;quot;Cossalter&amp;quot;&amp;gt;{{cite book&lt;br /&gt;
| title = Motorcycle Dynamics&lt;br /&gt;
| url=http://books.google.com/books?id=rJTQxITnkbgC&amp;amp;printsec=frontcover&amp;amp;dq=motorcycle+dynamics#PPA47,M1&lt;br /&gt;
| edition = 2nd&lt;br /&gt;
| last = Cossalter&lt;br /&gt;
| first = Vittore&lt;br /&gt;
| year = 2006&lt;br /&gt;
| publisher = Lulu.com&lt;br /&gt;
| isbn = 978-1-4303-0861-4&lt;br /&gt;
| pages = 39}}&amp;lt;/ref&amp;gt; He is [[Professor emeritus]] at [[Delft University of Technology]] in [[Delft]], [[Netherlands]].&amp;lt;ref name=&amp;quot;Pacejka&amp;quot;&amp;gt;{{cite book&lt;br /&gt;
| title = Tyre and vehicle dynamics&lt;br /&gt;
| url = http://books.google.com/books?id=ddQeAQAAIAAJ&amp;amp;dq=Tire%20dynamics&lt;br /&gt;
| last = Pacejka&lt;br /&gt;
| first = Hans B.&lt;br /&gt;
| year = 2006&lt;br /&gt;
| edition = 2nd&lt;br /&gt;
| pages = back cover&lt;br /&gt;
| publisher = [[SAE International]]&lt;br /&gt;
| isbn = 978-0-7680-1702-1}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
==The Pacejka &amp;quot;Magic Formula&amp;quot; tire models==&lt;br /&gt;
[[File:Magic Formula Curve.png|thumb|right|Magic Formula Curve]]&lt;br /&gt;
Pacejka has developed a series of [[tire]] [[Similitude (model)|design model]]s over the last 20 years. They were named the &amp;#039;magic formula&amp;#039; because there is no particular physical basis for the structure of the equations chosen, but they fit a wide variety of tire constructions and operating conditions.  Each tire is characterized by 10-20 [[coefficient]]s for each important force that it can produce at the [[contact patch]], typically lateral and longitudinal force, and [[self aligning torque|self-aligning torque]], as a best fit between [[experimental data]] and the model. These coefficients are then used to generate equations showing how much force is generated for a given vertical load on the tire, [[camber angle]] and [[slip angle]].&amp;lt;ref&amp;gt;{{cite web&lt;br /&gt;
| url = http://phors.locost7.info/phors21.htm&lt;br /&gt;
| title = The Physics of Racing, Part 21: The Magic Formula: Longitudinal Version&lt;br /&gt;
| author = Brian Beckman&lt;br /&gt;
| year = 2001&lt;br /&gt;
| accessdate = 2011-03-26}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The Pacejka tire models are widely used in professional vehicle dynamics simulations, and racing car games, as they are reasonably accurate, easy to program, and solve quickly.&amp;lt;ref&amp;gt;http://www.tut.fi/plastics/tyreschool/moduulit/moduuli_10/hypertext/index.html MF is &amp;quot;easy to handle, accurate, low effort&amp;quot;&amp;lt;/ref&amp;gt; A problem with Pacejka&amp;#039;s model is that when implemented into computer code, it doesn&amp;#039;t work for low speeds (from around the pit-entry speed), because a velocity term in the denominator makes the formula diverge.&amp;lt;ref&amp;gt;Beckman, Brian (2007) [http://channel9.msdn.com/Blogs/Charles/Brian-Beckman-The-Physics-in-Games-Real-Time-Simulation-Explained &amp;#039;&amp;#039;Brian Beckman: The Physics in Games - Real-Time Simulation Explained&amp;#039;&amp;#039;], at &amp;#039;&amp;#039;channel9.msdn.com&amp;#039;&amp;#039;, Jun 08, 2007, [http://mschnlnine.vo.llnwd.net/d1/ch9/4/7/8/4/1/3/Beckman_GamePhysics.wmv min. 29:53-33:45] quotation: {{quotation|So, there&amp;#039;s a problem with this Pacejka formula. [...] Our elephant in the way, is called divergence. Divergence is divide by zero. And there are variations on the theme of divide by zero. [...] Looking at both this angular formulas, the slip angle [...], if the velocity goes to zero, the angle goes to zero [...] So you actually get a divide by zero when you just try to do a computation of the Pacejka formula. It now says that the force on the tire is infinite. Remember I said some of this games when you start to go slow the car becomes uncontrollable? You&amp;#039;re getting divergence in the Pacejka formula. [...] As you&amp;#039;re starting to slow down the car, you&amp;#039;re getting a purely artificial increase in the grip forces, the car becomes harder to control, perversely harder to control, incorrectly harder to control. Not because it&amp;#039;s actually harder to control, but because the simulation, the computation, [...] they&amp;#039;re going out of control. [...] The definition of the slip angle now becomes strictly undefined, when the velocity goes to zero [...] so you have to patch the formulas. The point is you can&amp;#039;t blindly use the formulas. You can&amp;#039;t blindly use the longitudinal slip formula either, because if you rewrite it correctly you&amp;#039;ll find there is velocity in the denominator. [...] So what you&amp;#039;ll see in games, is that the feeling of the car will change, that&amp;#039;s because the physics simulator is changing formulas. And there&amp;#039;ll be a nasty region of speeds, usually just about the speed when you&amp;#039;re entering the pits, when it&amp;#039;ll change, it&amp;#039;ll flick her back and forth between using the real physics simulatr, which is starting to diverge, and the simplyfied formulas which are not accurate, they&amp;#039;re more like arcade, and so the car just become really unpleasant to drive, at some little speed. And I&amp;#039;ve been able playing various games, and I&amp;#039;ve been able to find that spot where I can tell by driving it that the simulator is changing from real physics to faked physics.}}&amp;lt;/ref&amp;gt; An alternative to Pacejka tire models are brush tire models, which can be analytically derived, although empirical curve fitting is still required for good correlation,&amp;lt;ref&amp;gt;Jacob Svendenius, Björn Wittenmark (2003) [www.nt.ntnu.no/users/skoge/prost/proceedings/ecc03/pdfs/317.pdf &amp;#039;&amp;#039;Brush Tire Model with increased Flexibility&amp;#039;&amp;#039;], In &amp;#039;&amp;#039;European Control Conference&amp;#039;&amp;#039;, September 2003.&amp;lt;/ref&amp;gt;&amp;lt;ref&amp;gt;[http://www.tut.fi/plastics/tyreschool/moduulit/moduuli_10/hypertext/index.html &amp;#039;&amp;#039;Modelling of tyres&amp;#039;&amp;#039;]&amp;lt;/ref&amp;gt; and they tend to be less accurate than the MF models.&amp;lt;ref&amp;gt;http://www.tut.fi/plastics/tyreschool/moduulit/moduuli_10/hypertext/index.html &amp;quot;These models are not expected to give a very accurate correspondence with measurement but should predict the qualitative trends.&amp;quot;&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
The general form of the magic formula is:&lt;br /&gt;
&amp;lt;math&amp;gt;R(k) = d \cdot sin \{ c \cdot arctan [ b(1-e)k+e \cdot arctan(bk) ] \} \,&amp;lt;/math&amp;gt;&lt;br /&gt;
where &amp;#039;&amp;#039;b&amp;#039;&amp;#039;, &amp;#039;&amp;#039;c&amp;#039;&amp;#039;, &amp;#039;&amp;#039;d&amp;#039;&amp;#039; and &amp;#039;&amp;#039;e&amp;#039;&amp;#039; represent fitting constants and &amp;#039;&amp;#039;R&amp;#039;&amp;#039; is a force or moment resulting from a slip parameter &amp;#039;&amp;#039;k&amp;#039;&amp;#039;.&lt;br /&gt;
&lt;br /&gt;
==See also==&lt;br /&gt;
*[[List of publications in physics#Vehicle dynamics|Important publications in vehicle dynamics]]&lt;br /&gt;
*[[Bicycle and motorcycle dynamics]]&lt;br /&gt;
&lt;br /&gt;
==Bibliography==&lt;br /&gt;
*Pacejka, H. B., &amp;#039;&amp;#039;[http://md1.csa.com/partners/viewrecord.php?requester=gs&amp;amp;collection=TRD&amp;amp;recid=N7325515AH&amp;amp;q=%22The+wheel+shimmy+phenomenom%22&amp;amp;uid=789853885&amp;amp;setcookie=yes The wheel shimmy phenomenom: A theoretical and experimental investigation with particular reference to the nonlinear problem (Analysis of shimmy in pneumatic tires due to lateral flexibility for stationary and nonstationary conditions)]&amp;#039;&amp;#039;, Ph.D. Thesis, Delft University of Technology, Delft, 1966.&lt;br /&gt;
*Bakker, E. ; Nyborg, L. ; Hans B. Pacejka &amp;#039;&amp;#039;[http://www.osti.gov/energycitations/product.biblio.jsp?osti_id=6514971 Tyre modelling for use in vehicle dynamics studies]&amp;#039;&amp;#039; 1987 Jan. Society of Automotive Engineers, Warrendale, PA.&lt;br /&gt;
*PWA Zegelaar, HB Pacejka &amp;#039;&amp;#039;[http://www.ocp.tudelft.nl/tt/vehicle/PAPERS/Zegiavsd95.pdf The in-plane dynamics of tires on uneven roads]&amp;#039;&amp;#039; Vehicle System Dynamics, 1996 - ocp.tudelft.nl&lt;br /&gt;
*Pacejka, H. B. &amp;#039;&amp;#039;[http://elsevier.net/wps/find/bookdescription.cws_home/707436/description#toc Tire and Vehicle Dynamics]&amp;#039;&amp;#039;, Butterworth-Heinemann, Oxford, 2002.&lt;br /&gt;
&lt;br /&gt;
==References==&lt;br /&gt;
&lt;br /&gt;
{{reflist}}&lt;br /&gt;
&lt;br /&gt;
==External links==&lt;br /&gt;
*[http://scholar.google.com/scholar?as_q=&amp;amp;num=10&amp;amp;btnG=Ricerca+Google+Scholar&amp;amp;as_epq=&amp;amp;as_oq=&amp;amp;as_eq=&amp;amp;as_occt=any&amp;amp;as_sauthors=%22Hans+Pacejka%22&amp;amp;as_publication=&amp;amp;as_ylo=&amp;amp;as_yhi=&amp;amp;hl=en&amp;amp;lr=&amp;amp;safe=active Pacejka&amp;#039;s works]&lt;br /&gt;
&lt;br /&gt;
{{Authority control|VIAF=71619291}}&lt;br /&gt;
&lt;br /&gt;
{{Persondata &amp;lt;!-- Metadata: see [[Wikipedia:Persondata]]. --&amp;gt;&lt;br /&gt;
| NAME              = Pacejka, Hans B.&lt;br /&gt;
| ALTERNATIVE NAMES =&lt;br /&gt;
| SHORT DESCRIPTION = Dutch automotive engineer&lt;br /&gt;
| DATE OF BIRTH     =&lt;br /&gt;
| PLACE OF BIRTH    =&lt;br /&gt;
| DATE OF DEATH     =&lt;br /&gt;
| PLACE OF DEATH    =&lt;br /&gt;
}}&lt;br /&gt;
{{DEFAULTSORT:Pacejka, Hans B.}}&lt;br /&gt;
[[Category:Automotive engineers]]&lt;br /&gt;
[[Category:Delft University of Technology faculty]]&lt;br /&gt;
[[Category:Living people]]&lt;br /&gt;
[[Category:Tire industry people]]&lt;/div&gt;</summary>
		<author><name>en&gt;Gareth Jones</name></author>
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