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	<title>Durofy &#187; fourier harmonic analysis</title>
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		<title>Harmonic Analysis</title>
		<link>http://www.durofy.com/mathematics/harmonic-analysis/</link>
		<comments>http://www.durofy.com/mathematics/harmonic-analysis/#comments</comments>
		<pubDate>Mon, 24 Aug 2009 03:54:19 +0000</pubDate>
		<dc:creator>Rishabh Dev</dc:creator>
				<category><![CDATA[Mathematics]]></category>
		<category><![CDATA[fourier expansion]]></category>
		<category><![CDATA[fourier harmonic analysis]]></category>
		<category><![CDATA[fourier series]]></category>
		<category><![CDATA[harmonic analysis]]></category>
		<category><![CDATA[harmonic expansion]]></category>
		<category><![CDATA[harmonics]]></category>

		<guid isPermaLink="false">http://zarrata.com/durofy/?p=142</guid>
		<description><![CDATA[Harmonics formed on waves are generated as component frequencies of a fundamental frequency of the wave. The fundamental &#38; the higher frequencies(harmonics) generate periodic signals from the original wave. And every periodic signal can be written as a sum of the variuos harmonics using the Fourier series. Hence, to find the various harmonics using the [...]]]></description>
			<content:encoded><![CDATA[<p>Harmonics formed on waves are generated as component frequencies of a fundamental frequency of the wave.</p>
<blockquote><p>The fundamental &amp; the higher frequencies(harmonics) generate periodic signals from the original wave. And every periodic signal can be written as a sum of the variuos harmonics using the Fourier series.</p></blockquote>
<p style="text-align: center;"><img class="aligncenter" src="https://lh6.googleusercontent.com/-Ivv1_F8cldw/T1QxjPrFP2I/AAAAAAAAAls/n3u5ICPFQyI/s577/math1.png" alt="fourier_harmonics"></p>
<p>Hence, to find the various harmonics using the fourier series, we can use...</p>
<p><strong>nth harmonic : (a</strong><sub><strong>n</strong></sub><strong>cosx+b</strong><sub><strong>n</strong></sub><strong>sinx)</strong></p>
<p>where,</p>
<p><img src="http://latex.codecogs.com/gif.latex?\120dpi%20\large%20a_{n}=\frac{2}{p}\sum_{i=1}^{p}y_{i}cos(nx_{i})" alt="" /></p>
<p>&amp;</p>
<p><img src="http://latex.codecogs.com/gif.latex?\120dpi%20\large%20b_{n}=\frac{2}{p}\sum_{i=1}^{p}y_{i}sin(nx_{i})" alt="" /></p>
<p>where p is the number of unique values of the function y. The following example will make things a bit more clear...</p>
<p>Example : y is a function of x periodic with period 2pi. Some experimental values of y are given below calculated for certain values of x. Expand y to 2 harmonics.</p>
<p style="text-align: center;"><img class="aligncenter" src="https://lh5.googleusercontent.com/-fHOoaQ4Si3w/T1Qxjn9-dJI/AAAAAAAAAlo/coOaH1sAEHg/s463/math2.png" alt="harmonic_example" /></p>
<p>Solution :</p>
<p>Clearly, in the above, <strong>p=6</strong>,</p>
<p>&amp; We simply need to find:</p>
<p><strong>1st harmonic + 2nd harmonic = (a</strong><sub><strong>1</strong></sub><strong>cosx+b</strong><sub><strong>1</strong></sub><strong>sinx) + (a</strong><sub><strong>2</strong></sub><strong>cos2x+b</strong><sub><strong>2</strong></sub><strong>sin2x)</strong></p>
<p>So, all we need is <strong>a</strong><sub><strong>1</strong></sub><strong>, b</strong><sub><strong>1</strong></sub><strong>, a</strong><sub><strong>2</strong></sub><strong> &amp;<br />
b</strong><sub><strong>2</strong></sub></p>
<p>for which we use the formula mentioned above:</p>
<p><img src="http://latex.codecogs.com/gif.latex?\120dpi%20\large%20a_{1}=\frac{2}{p}\sum_{i=1}^{p}y_{i}cos(x_{i})" alt="" /></p>
<p><img src="http://latex.codecogs.com/gif.latex?\120dpi%20\large%20b_{1}=\frac{2}{p}\sum_{i=1}^{p}y_{i}sin(x_{i})" alt="" /></p>
<p>&amp;</p>
<p><img src="http://latex.codecogs.com/gif.latex?\120dpi%20\large%20a_{2}=\frac{2}{p}\sum_{i=1}^{p}y_{i}cos(2x_{i})" alt="" /></p>
<p><img src="http://latex.codecogs.com/gif.latex?\120dpi%20\large%20b_{2}=\frac{2}{p}\sum_{i=1}^{p}y_{i}sin(2x_{i})" alt="" /></p>
<p>where <strong>x</strong><sub><strong>i</strong></sub>=0, 60, 120... &amp; so on.</p>
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