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<article article-type="research-article" dtd-version="3.0" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">IC</journal-id>
			<journal-title-group>
				<journal-title>Informes de la Construcción</journal-title>
				<abbrev-journal-title>Inf. Constr.</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="epub">0020-0883</issn>
			<publisher>
				<publisher-name>Consejo Superior de Investigaciones Científicas</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="publisher-id">ic.63691</article-id>
			<article-id pub-id-type="doi">10.3989/ic.63691</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Articles</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Geometric determination of the hyperbolic paraboloids of the vaults in the entrance porch to the Crypt of Colònia Güell by Antoni Gaudí</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Determinación geométrica de los paraboloides hiperbólicos de las bóvedas que configuran el pórtico de acceso a la Cripta de la Colonia Güell de Antoni Gaudí</trans-title>
				</trans-title-group>
				<alt-title alt-title-type="running-head">Geometric determination of the hyperbolic paraboloids of the vaults in the entrance porch to the Crypt of Colònia Güell by Antoni Gaudí</alt-title>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author" corresp="no">
					<name>
						<surname>Cortés</surname>
						<given-names>A.</given-names>
					</name>
					<aff>Universitat Rovira i Virgili (España)</aff>
					<ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0001-9116-7647">https://orcid.org/0000-0001-9116-7647</ext-link>
				</contrib>
				<contrib contrib-type="author" corresp="no">
					<name>
						<surname>Samper</surname>
						<given-names>A.</given-names>
					</name>
					<aff>Universitat Rovira i Virgili (España)</aff>
					<ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-4795-2127">https://orcid.org/0000-0002-4795-2127</ext-link>
				</contrib>
				<contrib contrib-type="author" corresp="yes" rid="cor1">
					<name>
						<surname>Herrera</surname>
						<given-names>B.</given-names>
					</name>
					<aff>Universitat Rovira i Virgili (España)</aff>
					<ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0003-2924-9195">https://orcid.org/0000-0003-2924-9195</ext-link>
				</contrib>
			</contrib-group>
			<author-notes>
				<corresp id="cor1">e-mail: <email xlink:href="blas.herrera@urv.cat">blas.herrera@urv.cat</email>
				</corresp>
			</author-notes>
			<pub-date pub-type="epub">
				<day>30</day>
				<month>06</month>
				<year>2019</year>
			</pub-date>
			<pub-date pub-type="collection">
				<year>2019</year>
			</pub-date>
			<volume>71</volume>
			<issue>554</issue>
			<elocation-id content-type="doi">10.3989/ic.63691</elocation-id>
			<history>
				<date date-type="recibido">
					<day>04</day>
					<month>03</month>
					<year>2018</year>
				</date>
				<date date-type="aceptado">
					<day>27</day>
					<month>06</month>
					<year>2018</year>
				</date>
				<date date-type="Publicado on-line">
					<day>11</day>
					<month>07</month>
					<year>2019</year>
				</date>
			</history>
			<permissions>
				<copyright-statement>© 2019 CSIC</copyright-statement>
				<copyright-year>2019</copyright-year>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/deed.en">
					<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International (CC BY 4.0).</license-p>
				</license>
			</permissions>
			<abstract xml:lang="en" id="abstract01">
				<title>ABSTRACT</title>
				<p>The Crypt of Colonia Güell (1898-1914), designed by the architect Antoni Gaudí, is an asset of cultural interest and historical heritage of Spain. According to some historians and architects, the first vaults with the form of a hyperbolic paraboloid that have been described are found on the roof of the entrance porch to the Crypt. The present study aims to verify the previous statement using an objective geometric method. With this process we determine: 1) What are the 19 hyperbolic paraboloids that best fit the surfaces generated by the 19 fragments of vaults at the entrance porch; 2) We offer an objective measure of this fit and, 3) We classify those paraboloids based on their geometric parameters.</p>
			</abstract>
			<trans-abstract xml:lang="es" id="abstract02">
				<title>RESUMEN</title>
				<p>La Cripta de la Colonia Güell (1898-1914) diseñada por el arquitecto Antoni Gaudí, es un bien de interés cultural y patrimonio histórico de España. Según algunos historiadores y arquitectos, las primeras bóvedas de la historia de la arquitectura con forma de paraboloide hiperbólico se encuentran en el techo del pórtico de acceso a la cripta. El presente estudio pretende comprobar la anterior afirmación con un método geométrico objetivo. Con este proceso determinamos: 1) Cuáles son los 19 paraboloides hiperbólicos que mejor se ajustan a las superficies generadas por los 19 fragmentos de bóvedas que conforman el pórtico; 2) Ofrecemos una medida objetiva de tal ajuste y, 3) Presentamos una clasificación de tales paraboloides mediante sus parámetros geométricos.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords</title>
				<kwd>Architectural surface</kwd>
				<kwd>geometric determination</kwd>
				<kwd>Colonia Güell</kwd>
				<kwd>hyperbolic paraboloid</kwd>
				<kwd>Antoni Gaudí</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras clave</title>
				<kwd>Superficie arquitectónica</kwd>
				<kwd>Determinación geométrica</kwd>
				<kwd>Colonia Güell</kwd>
				<kwd>paraboloide hiperbólico</kwd>
				<kwd>Antoni Gaudí</kwd>
			</kwd-group>
		</article-meta>
	</front>
	<body>
		<sec id="S1">
			<label>1.</label>
			<title>INTRODUCTION</title>
			<p>The Colònia Güell was a purpose-built industrial district in Santa Coloma de Cervelló (Barcelona). Its construction began in 1890 on the initiative of Eusebi Güell y Bacigalupi, a Spanish entrepreneur. The crypt of the church, commissioned by Güell and designed by Antoni Gaudí (<xref ref-type="bibr" rid="B1">1</xref>-<xref ref-type="bibr" rid="B2">2</xref>), is the most remarkable building in this complex. Despite remaining unfinished following the death of its owner in 1918, the crypt has been the subject of many studies because of its structural and geometric innovation. According to <xref ref-type="bibr" rid="B1">(1)</xref>, hyperbolic paraboloids were used here for the first time in the history of architecture. For this reason, and also because of the architectural prowess of the indoor space and the entrance porch, this building is considered to be one of the key pieces of the twentieth century architecture.</p>
			<p>The porch giving access to the crypt comprises a set of pillars, arches and vaults. These vaults fill the triangular and trapezoidal voids of the arch structure (<xref ref-type="fig" rid="F1">Figure 1</xref>). According to (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B3">3</xref>), the normal solution would have been to build positive double-curvature vaults, which were very common amongst the Catalan architects at the time (<xref ref-type="bibr" rid="B4">4</xref>-<xref ref-type="bibr" rid="B5">5</xref>). Despite that, <xref ref-type="bibr" rid="B6">(6)</xref> claims that these are the first vaults in the history of architecture having the shape of a hyperbolic paraboloid.</p>
			<fig id="F1">
				<label>Figure 1.</label>
				<caption>
					<title>Entrance porch to the crypt of Colònia Güell by Antoni Gaudí. [Picture taken by the authors.]</title>
				</caption>
				<graphic xlink:href="ic_63691_f01" xmlns:xlink="http://www.w3.org/1999/xlink"/>
			</fig>
			<p>When talking about the architectural composition and morphology of the entrance porch, it is claimed that all of its 19 vaults were designed in the shape of hyperbolic paraboloids – in this regard, readers may turn to the following bibliographic references: (<xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B6">6</xref>,<xref ref-type="bibr" rid="B7">7</xref>,<xref ref-type="bibr" rid="B8">8</xref>,<xref ref-type="bibr" rid="B9">9</xref>,<xref ref-type="bibr" rid="B10">10</xref>,<xref ref-type="bibr" rid="B11">11</xref>). Besides, 13 of these surfaces are decorated with coloured ceramic crosses which, according to <xref ref-type="bibr" rid="B1">(1)</xref>, follow the straight directrices of these hyperbolic paraboloids (<xref ref-type="fig" rid="F3">Figures 3</xref>-<xref ref-type="fig" rid="F4">4</xref>).</p>
			<fig id="F2">
				<label>Figure 2.</label>
				<caption>
					<title>Three-dimensional model of the 19 vaults forming the entrance porch to the crypt. [Image generated by the authors].</title>
				</caption>
				<graphic xlink:href="ic_63691_f02" xmlns:xlink="http://www.w3.org/1999/xlink"/>
			</fig>
			<fig id="F3">
				<label>Figure 3.</label>
				<caption>
					<title>Orthogonal projection on the ground plane of the 19 vaults forming the entrance porch to the crypt. In the right image, the 13 vaults which bear a coloured ceramic cross on their surfaces are highlighted in red. The triangle pinpoints the location of the entrance to the crypt. [Image generated by the authors.]</title>
				</caption>
				<graphic xlink:href="ic_63691_f03" xmlns:xlink="http://www.w3.org/1999/xlink"/>
			</fig>
			<fig id="F4">
				<label>Figure 4.</label>
				<caption>
					<title>Three-dimensional model of vault number 5, as generated with the software PhotoScan; its cloud <inline-graphic xlink:href="ic_63691_form38b"/> is made up by <italic>n</italic> = 148622 points. [Image generated by the authors.]</title>
				</caption>
				<graphic xlink:href="ic_63691_f04" xmlns:xlink="http://www.w3.org/1999/xlink"/>
			</fig>
			<p>This purpose of this paper is to check if those claims are true.</p>
			<p>In order to achieve our results, we use a mathematically objective method to find the 19 hyperbolic paraboloids which best fit the surfaces of the 19 vaults forming the entrance porch to the crypt of Colònia Güell (<xref ref-type="fig" rid="F2">Figures 2</xref> and <xref ref-type="fig" rid="F3">3</xref>), and we also provide an objective measurement of that fit.</p>
			<p>This method does not involve mechanical, constructive or structural processes; it only involves standard geometric processes, numerical processes, computing, statistics and 3D data acquisition. Lastly, using these techniques we provide the geometric parameters of these paraboloids.</p>
			<p>
				<xref ref-type="fig" rid="F2">Figures 2</xref> and <xref ref-type="fig" rid="F3">3</xref> below show the aforementioned 19 vaults in their entirety. For this reconstruction, we have used photogrammetrical techniques and 3D modelling with commercial software PhotoScan and MeshLab.</p>
		</sec>
		<sec id="S2">
			<label>2.</label>
			<title>METHOD USED TO DETERMINE THE HYPERBOLIC PARABOLOID AND ITS GEOMETRIC ELEMENTS</title>
			<sec id="S2.1">
				<label>2.1.</label>
				<title>Geometric regression</title>
				<p>Let <inline-graphic xlink:href="ic_63691_form20"/> be the point cloud outlining the surface contour of a vault in the entrance porch to the crypt of Colònia Güell. These points were obtained using photogrammetrical techniques and the software PhotoScan. <xref ref-type="table" rid="T1">Table 1</xref> shows the number <italic>n</italic> of points in each of the clouds forming the studied vaults. For these points, we use 3D coordinates (<italic>x</italic>′, <italic>y</italic>′, <italic>z</italic>′) according to the 3D orthonormal coordinate system <inline-graphic xlink:href="ic_63691_form21"/> of the scanning device (<xref ref-type="fig" rid="F4">Figures 4</xref> and <xref ref-type="fig" rid="F5">5</xref>). It is to be noted that the spatial position of this reference <italic>ℛ</italic>′ is geometrically unknown at the start of calculations.</p>
				<table-wrap id="T1">
					<label>Table 1.</label>
					<caption>
						<title>Number <italic>n</italic> of points in each of the clouds <inline-graphic xlink:href="ic_63691_form38a"/> forming the studied vaults.</title>
					</caption>
					<table>
						<thead>
							<tr>
								<th align="center" valign="middle">Vault #</th>
								<th align="center" valign="middle">Number of points <italic>n</italic> in cloud <inline-graphic xlink:href="ic_63691_form38c"/>
								</th>
								<th align="center" valign="middle">Vault #</th>
								<th align="center" valign="middle">Number of points <italic>n</italic> in cloud <inline-graphic xlink:href="ic_63691_form38c"/>
								</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="center" valign="middle">1</td>
								<td align="center" valign="middle">50046</td>
								<td align="center" valign="middle">11</td>
								<td align="center" valign="middle">415198</td>
							</tr>
							<tr>
								<td align="center" valign="middle">2</td>
								<td align="center" valign="middle">125451</td>
								<td align="center" valign="middle">12</td>
								<td align="center" valign="middle">371637</td>
							</tr>
							<tr>
								<td align="center" valign="middle">3</td>
								<td align="center" valign="middle">125645</td>
								<td align="center" valign="middle">13</td>
								<td align="center" valign="middle">98293</td>
							</tr>
							<tr>
								<td align="center" valign="middle">4</td>
								<td align="center" valign="middle">179999</td>
								<td align="center" valign="middle">14</td>
								<td align="center" valign="middle">350632</td>
							</tr>
							<tr>
								<td align="center" valign="middle">5</td>
								<td align="center" valign="middle">148622</td>
								<td align="center" valign="middle">15</td>
								<td align="center" valign="middle">212260</td>
							</tr>
							<tr>
								<td align="center" valign="middle">6</td>
								<td align="center" valign="middle">31180</td>
								<td align="center" valign="middle">16</td>
								<td align="center" valign="middle">245032</td>
							</tr>
							<tr>
								<td align="center" valign="middle">7</td>
								<td align="center" valign="middle">320018</td>
								<td align="center" valign="middle">17</td>
								<td align="center" valign="middle">364235</td>
							</tr>
							<tr>
								<td align="center" valign="middle">8</td>
								<td align="center" valign="middle">380264</td>
								<td align="center" valign="middle">18</td>
								<td align="center" valign="middle">293295</td>
							</tr>
							<tr>
								<td align="center" valign="middle">9</td>
								<td align="center" valign="middle">438630</td>
								<td align="center" valign="middle">19</td>
								<td align="center" valign="middle">228404</td>
							</tr>
							<tr>
								<td align="center" valign="middle">10</td>
								<td align="center" valign="middle">281882</td>
								<td align="center" valign="middle">-</td>
								<td align="center" valign="middle">-</td>
							</tr>
						</tbody>
					</table>
				</table-wrap>
				<fig id="F5">
					<label>Figure 5.</label>
					<caption>
						<title>Three-dimensional renderings of the point clouds <inline-graphic xlink:href="ic_63691_form38b"/> which define the studied vaults (except for cloud 5, which is displayed in more detail in <xref ref-type="fig" rid="F4">Figure 4</xref> above). [Image generated by the authors.]</title>
					</caption>
					<graphic xlink:href="ic_63691_f05" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				</fig>
				<p>The geometric determination process begins by changing from the initial coordinates to the coordinates (<italic>x</italic>, <italic>y</italic>, <italic>z</italic>)<sub>
						<italic>φθα</italic>
					</sub> of the following orthonormal reference system <inline-graphic xlink:href="ic_63691_form22"/> which is mobile depending on <italic>φ</italic>, <italic>θ</italic> and <italic>α</italic>, as follows [<xref ref-type="disp-formula" rid="form1">1</xref>,<xref ref-type="disp-formula" rid="form2">2</xref>,<xref ref-type="disp-formula" rid="form3">3</xref>,<xref ref-type="disp-formula" rid="form4">4</xref>,<xref ref-type="disp-formula" rid="form5">5</xref>,<xref ref-type="disp-formula" rid="form6">6</xref>]:</p>
				<graphic id="form1" xlink:href="ic_63691_form1" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<graphic id="form2" xlink:href="ic_63691_form2" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<graphic id="form3" xlink:href="ic_63691_form3" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>where <italic>φ</italic> ∈ [0, <italic>π</italic>), <italic>θ</italic> ∈ [0, <italic>π</italic>).</p>
				<graphic id="form4" xlink:href="ic_63691_form4" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<graphic id="form5" xlink:href="ic_63691_form5" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<graphic id="form6" xlink:href="ic_63691_form6" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>where <italic>α</italic> ∈ [0, <italic>π</italic>).</p>
				<p>We said that the orthonormal reference system <italic>ℛ<sub>φθα</sub>
					</italic>
					 is mobile depending on <italic>φ</italic>, <italic>θ</italic> and <italic>α</italic> because <italic>ℛ<sub>φθα</sub>
					</italic>
					 is the rotation of system <inline-graphic xlink:href="ic_63691_form23"/> when <italic>φ</italic>, <italic>θ</italic> and <italic>α</italic> change. A progressive way of generating that rotation is as follows: First (using formula <xref ref-type="disp-formula" rid="form3">[3]</xref> and angular amplitudes <italic>φ</italic>, <italic>θ</italic>), we place a unit vector <inline-graphic xlink:href="ic_63691_form24"/> in any position. Second (using formula <xref ref-type="disp-formula" rid="form2">[2]</xref> and angular amplitude <italic>θ</italic>), we place unit vector <inline-graphic xlink:href="ic_63691_form25"/> in such a way that it is perpendicular to <inline-graphic xlink:href="ic_63691_form26"/> and lies within linear subspace <inline-graphic xlink:href="ic_63691_form27"/>. Third (using formula <xref ref-type="disp-formula" rid="form1">[1]</xref>), by means of cross product we generate vector <inline-graphic xlink:href="ic_63691_form28"/> such that the basis <inline-graphic xlink:href="ic_63691_form29"/> is orthonormal and direct. Fourth (using formulas [<xref ref-type="disp-formula" rid="form4">4</xref>-<xref ref-type="disp-formula" rid="form5">5</xref>] and angular amplitude <italic>α</italic>), we rotate vectors <inline-graphic xlink:href="ic_63691_form30"/> around vector <inline-graphic xlink:href="ic_63691_form31"/> (formula <xref ref-type="disp-formula" rid="form6">[6]</xref>), thus obtaining the rotated vectors <inline-graphic xlink:href="ic_63691_form32"/> such that the basis <inline-graphic xlink:href="ic_63691_form33"/> is orthonormal and direct.</p>
				<p>Therefore, after defining parameters <italic>φ</italic>, <italic>θ</italic> and <italic>α</italic>, we have the coordinates (<italic>x<sub>i</sub>
					</italic>
					, <italic>y<sub>i</sub>
					</italic>
					, <italic>z<sub>i</sub>
					</italic>
					)<sub>
						<italic>φθα</italic>
					</sub> in the reference system <italic>ℛ<sub>φθα</sub>
					</italic>
					 for each of the points <italic>P<sub>i</sub>
					</italic>
					 in the cloud <inline-graphic xlink:href="ic_63691_form34"/>.</p>
				<p>Next we calculate Г<sub>
						<italic>φθα</italic>
					</sub>, which is the surface of the regression hyperbolic paraboloid which fits to cloud <inline-graphic xlink:href="ic_63691_form38a"/>, and we obtain the following equation Eq. <xref ref-type="disp-formula" rid="form7">[7]</xref> in the reference system <italic>ℛ<sub>φθα</sub>
					</italic>:</p>
				<graphic id="form7" xlink:href="ic_63691_form7" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>This regression surface, Г<sub>
						<italic>φθα</italic>
					</sub>, described by Eq. <xref ref-type="disp-formula" rid="form7">[7]</xref> in the reference system <italic>ℛ<sub>φθα</sub>
					</italic>
					, is the one which best fits the point cloud <inline-graphic xlink:href="ic_63691_form35"/>, minimizing the sum of the quadratic residues <inline-graphic xlink:href="ic_63691_form36"/>, being <italic>B<sub>φθα</sub>
					</italic>
					<italic>C<sub>φθα</sub>
					</italic>
					 &lt; 0. Eqs. <xref ref-type="disp-formula" rid="form8">[8]</xref> below are the Gauss normal equations which provide the solution to the calculation problem of Г<sub>
						<italic>φθα</italic>
					</sub>. This equations have a range of variation 1–n in Einstein summation convention, being 1<sub>
						<italic>i</italic>
					</sub> = 1. For example, <inline-graphic xlink:href="ic_63691_form37"/>, and <inline-graphic xlink:href="ic_63691_form38"/>.</p>
				<graphic id="form8" xlink:href="ic_63691_form8" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>Remark: Formula <xref ref-type="disp-formula" rid="form7">[7]</xref> is the reason why we rotate the system <italic>ℛ</italic>′ when <italic>φ</italic>, <italic>θ</italic> and <italic>α</italic> change, thus obtaining the system <italic>ℛ<sub>φθα</sub>
					</italic>. It is not true that the equation of any hyperbolic paraboloid in system <italic>ℛ</italic>′ takes the form 0 = <italic>Bx</italic>
					<sup>′2</sup> + <italic>Cy</italic>
					<sup>′2</sup> + <italic>Hx</italic>
					<sup>′</sup> + <italic>Iy</italic>
					<sup>′</sup> + <italic>Jz</italic>
					<sup>′</sup> + 1. Actually, the equation of the hyperbolic paraboloid Γ<sub>
						<italic>δ</italic>
					</sub> which best fits the cloud <inline-graphic xlink:href="ic_63691_form38a"/> generated by the vault in system <italic>ℛ</italic>′ takes the form 0 = <italic>Bx</italic>
					<sup>′2</sup> + <italic>Cy</italic>
					<sup>′2</sup> + <italic>Dz</italic>
					<sup>′2</sup> + <italic>Ex</italic>′<italic>y</italic>
					<sup>′</sup> + <italic>Fx</italic>′<italic>z</italic>
					<sup>′</sup> + <italic>Gy</italic>′<italic>z</italic>
					<sup>′</sup> + <italic>Hx</italic>
					<sup>′</sup> + <italic>Iy</italic>
					<sup>′</sup> + <italic>Jz</italic>
					<sup>′</sup> + 1, where 0 = −<italic>CF</italic>
					<sup>2</sup> + <italic>FGE</italic> − <italic>BG</italic>
					<sup>2</sup> − <italic>DE</italic>
					<sup>2</sup> + 4<italic>BCD</italic> and where 0 &lt; <italic>F</italic>
					<sup>2</sup>
					<italic>I</italic>
					<sup>2</sup> − 4<italic>CF</italic>
					<sup>2</sup> − 2<italic>FGHI</italic> + 4<italic>FGE</italic> + 4<italic>CFHJ</italic> − 2<italic>FJEI</italic> + <italic>G</italic>
					<sup>2</sup>
					<italic>H</italic>
					<sup>2</sup> − − 4<italic>BG</italic>
					<sup>2</sup> − 2<italic>GHJE</italic> + 4<italic>BGJI</italic> − 4<italic>CDH</italic>
					<sup>2</sup> + 4<italic>DHEI</italic> + <italic>J</italic>
					<sup>2</sup>
					<italic>E</italic>
					<sup>2</sup> − 4<italic>BCJ</italic>
					<sup>2</sup> − − 4<italic>DE</italic>
					<sup>2</sup> − 4<italic>BDI</italic>
					<sup>2</sup> + 16<italic>BCD</italic>. Nonetheless, what matters here is not the equation for Γ<sub>
						<italic>δ</italic>
					</sub>, but the paraboloid Γ<sub>
						<italic>δ</italic>
					</sub> itself. Therefore, instead of finding Γ<sub>
						<italic>δ</italic>
					</sub> in the system <italic>ℛ</italic>′, we do as follows: First, we find the hyperbolic paraboloid Γ<sub>
						<italic>φθα</italic>
					</sub> which fits cloud <inline-graphic xlink:href="ic_63691_form38a"/> such that the equation of this hyperbolic paraboloid in the system <italic>ℛ<sub>φθα</sub>
					</italic>
					 takes the form <xref ref-type="disp-formula" rid="form7">[7]</xref>; and then, as we will see in sections 2.2 and 2.3, we vary the angle distances <italic>φ</italic>, <italic>θ</italic> and <italic>α</italic> until we find the hyperbolic paraboloid Γ<sub>
						<italic>φθα</italic>
					</sub> which best fits the cloud <inline-graphic xlink:href="ic_63691_form38a"/>.</p>
			</sec>
			<sec id="S2.2">
				<label>2.2.</label>
				<title>Statistical fit measurement</title>
				<p>Next we will calculate to what extent that surface statistically explains the cloud <inline-graphic xlink:href="ic_63691_form38a"/>. For these calculations, we will use correlation ratio <italic>η</italic>
					<sup>2</sup>, see Eq. <xref ref-type="disp-formula" rid="form9">[9]</xref>:</p>
				<graphic id="form9" xlink:href="ic_63691_form9" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>where <inline-graphic xlink:href="ic_63691_form39"/>, and where (<italic>x<sub>i</sub>
					</italic>, <italic>y<sub>i</sub>
					</italic>, <italic>f</italic>(<italic>x<sub>i</sub>
					</italic>, <italic>x<sub>i</sub>
					</italic>))<sub>
						<italic>φθα</italic>
					</sub> are the coordinates of a point of the corresponding regression surface Г<sub>
						<italic>φθα</italic>
					</sub>; that is <xref ref-type="disp-formula" rid="form10">[10]</xref>:</p>
				<graphic id="form10" xlink:href="ic_63691_form10" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>Adjusted coefficient <inline-graphic xlink:href="ic_63691_form40"/> is given by Eq. <xref ref-type="disp-formula" rid="form11">[11]</xref>:</p>
				<graphic id="form11" xlink:href="ic_63691_form11" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>where <italic>d</italic>
					<sub>1</sub> = 5 is the number of parameters of the regression surface. We know that <inline-graphic xlink:href="ic_63691_form41"/> in all cases, and the value <inline-graphic xlink:href="ic_63691_form42"/> is the proportion in which the variable (<italic>z<sub>i</sub>
					</italic>)<sub>
						<italic>φθα</italic>
					</sub> of cloud <inline-graphic xlink:href="ic_63691_form38a"/> is statistically explained by the least-squares correlation between (<italic>z<sub>i</sub>
					</italic>)<sub>
						<italic>φθα</italic>
					</sub> and (<italic>x<sub>i</sub>
					</italic>, <italic>y<sub>i</sub>
					</italic>)<sub>
						<italic>φθα</italic>
					</sub>. In other words, this value <italic>d<sub>φθα</sub>
					</italic> indicates the percentage of the variable (<italic>z<sub>i</sub>
					</italic>)<sub>
						<italic>φθα</italic>
					</sub> of cloud <inline-graphic xlink:href="ic_63691_form38a"/> which is statistically explained by the corresponding regression surface Γ<sub>
						<italic>φθα</italic>
					</sub>. Namely, <italic>d<sub>φθα</sub>
					</italic> is a statistical measurement of how well the regression paraboloid Γ<italic>
						<sub>φθα</sub>
					</italic> fits <inline-graphic xlink:href="ic_63691_form38a"/>.</p>
			</sec>
			<sec id="S2.3">
				<label>2.3.</label>
				<title>Best fit</title>
				<p>Using a calculation software that we created with C++, we repeat all the above calculations for each triplet (<italic>φ</italic>, <italic>θ</italic>, <italic>α</italic>) ∈ [0, <italic>π</italic>) × [0, <italic>π</italic>) × [0, <italic>π</italic>). The three amplitudes vary in a discrete manner –not in a continuous manner–, with successive increments of 0.005 radians. Therefore, we repeat the calculation 625<sup>3</sup> = 244140625 times. Each triplet (<italic>φ</italic>, <italic>θ</italic>, <italic>α</italic>) corresponds to one of the 625<sup>3</sup> references <italic>ℛ<sub>φθα</sub>
					</italic>, which are the rotations of the initial reference <italic>ℛ</italic>′. For each rotation we obtain the surface Γ<sub>
						<italic>φθα</italic>
					</sub>, which has its own statistical fit measurement <italic>d<sub>φθα</sub>
					</italic>. We calculate the maximum value of the 625<sup>3</sup> fit measurements <italic>d<sub>φθα</sub>
					</italic>. This maximum value is obtained for certain values <italic>φ<sub>δ</sub>
					</italic>, <italic>θ<sub>δ</sub>
					</italic> and <italic>α<sub>δ</sub>
					</italic>, and we call it <inline-graphic xlink:href="ic_63691_form43"/>.</p>
				<p>Having determined this maximum value <italic>δ</italic>, we obtain the hyperbolic paraboloid which in reference system <inline-graphic xlink:href="ic_63691_form44"/> is described by the equation <inline-graphic xlink:href="ic_63691_form45"/> and which corresponds to this maximum <italic>δ</italic>. This is the hyperbolic paraboloid which statistically best fits the cloud <inline-graphic xlink:href="ic_63691_form38a"/>; we will refer to this hyperbolic paraboloid as Γ<sub>
						<italic>δ</italic>
					</sub>, we will refer to this reference system as <inline-graphic xlink:href="ic_63691_form47"/>, and the coordinates determined by <italic>ℛ<sub>δ</sub>
					</italic> are noted as (<italic>x</italic>, <italic>y</italic>, <italic>z</italic>)<sub>
						<italic>δ</italic>
					</sub>. The results for vaults 5 and 7 are displayed graphically in <xref ref-type="fig" rid="F6">Figures 6</xref> and <xref ref-type="fig" rid="F7">7</xref>, respectively.</p>
				<fig id="F6">
					<label>Figure 6.</label>
					<caption>
						<title>The cloud <inline-graphic xlink:href="ic_63691_form38b"/> of vault number 5 is highlighted in orange, and its best-fitting hyperbolic paraboloid Γ<sub>
								<italic>δ</italic>
							</sub> is highlighted in yellow. The straight directrices <italic>s</italic>
							<sub>1</sub> and <italic>s</italic>
							<sub>2</sub> are shown in green; the axes are shown in red; the director parabola <italic>p<sub>d</sub>
							</italic> and the generating parabola <italic>p<sub>g</sub>
							</italic> are shown in blue. [Image generated by the authors.]</title>
					</caption>
					<graphic xlink:href="ic_63691_f06" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				</fig>
				<fig id="F7">
					<label>Figure 7.</label>
					<caption>
						<title>The cloud <inline-graphic xlink:href="ic_63691_form38b"/> of vault number 7 is highlighted in orange, and its best-fitting hyperbolic paraboloid Γ<sub>
								<italic>δ</italic>
							</sub> is highlighted in yellow. The straight directrices <italic>s</italic>
							<sub>1</sub> and <italic>s</italic>
							<sub>2</sub> are shown in green; the axes are shown in red; the director parabola <italic>p<sub>d</sub>
							</italic> and the generating parabola <italic>p<sub>g</sub>
							</italic> are shown in blue. [Image generated by the authors.]</title>
					</caption>
					<graphic xlink:href="ic_63691_f07" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				</fig>
				<p>However, these coordinates (<italic>x</italic>, <italic>y</italic>, <italic>z</italic>)<sub>
						<italic>δ</italic>
					</sub> of the system <inline-graphic xlink:href="ic_63691_form48"/>, as well as the equation <inline-graphic xlink:href="ic_63691_form49"/>, are not intrinsic parameters of Γ<sub>
						<italic>δ</italic>
					</sub> because they depend on the initial 3D orthonormal coordinate system <inline-graphic xlink:href="ic_63691_form50"/> of the scanning device.</p>
				<p>The origin <italic>O</italic> of the coordinate system <italic>ℛ<sub>δ</sub>
					</italic> is translated to the vertex V<sub>
						<italic>δ</italic>
					</sub> of Γ<sub>
						<italic>δ</italic>
					</sub> . Thus, we obtain the orthonormal coordinate system <inline-graphic xlink:href="ic_63691_form51"/>. In order to do this translation, it must be borne in mind that the coordinates of V<sub>
						<italic>δ</italic>
					</sub> are <xref ref-type="disp-formula" rid="form12">[12]</xref>:</p>
				<graphic id="form12" xlink:href="ic_63691_form12" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>In the system <inline-graphic xlink:href="ic_63691_form53"/> we have the coordinates <inline-graphic xlink:href="ic_63691_form54"/>, such that <inline-graphic xlink:href="ic_63691_form55"/> and the equation for surface Γ<sub>
						<italic>δ</italic>
					</sub> is either <xref ref-type="disp-formula" rid="form13">[13]</xref>:</p>
				<graphic id="form13" xlink:href="ic_63691_form13" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>With regard to calculations, the reader must take into account that <inline-graphic xlink:href="ic_63691_form56"/> and <inline-graphic xlink:href="ic_63691_form57"/>.</p>
				<p>In the event that <inline-graphic xlink:href="ic_63691_form58"/>, we would use <inline-graphic xlink:href="ic_63691_form59"/> as the reference system; in this case the equation of the surface Γ<sub>
						<italic>δ</italic>
					</sub> is <inline-graphic xlink:href="ic_63691_form60"/>. In the event that <inline-graphic xlink:href="ic_63691_form61"/> we would use <inline-graphic xlink:href="ic_63691_form62"/> as the reference system in order to ensure that <inline-graphic xlink:href="ic_63691_form63"/> in the equation <inline-graphic xlink:href="ic_63691_form64"/>. Hereinafter, the coordinate system <inline-graphic xlink:href="ic_63691_form65"/> (where the equation of surface Γ<sub>
						<italic>δ</italic>
					</sub> is the one described above) is called system <inline-graphic xlink:href="ic_63691_form66"/>.</p>
				<p>Nonetheless, the parameters <inline-graphic xlink:href="ic_63691_form67"/>, are not intrinsic parameters of the surface Γ<sub>
						<italic>δ</italic>
					</sub> yet, because they still depend on the initial 3D orthonormal coordinate system <inline-graphic xlink:href="ic_63691_form68"/> of the scanning device. Therefore, we create the orthonormal coordinate system <inline-graphic xlink:href="ic_63691_form69"/> such that <xref ref-type="disp-formula" rid="form14">[14]</xref>.</p>
				<graphic id="form14" xlink:href="ic_63691_form14" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>In this system <inline-graphic xlink:href="ic_63691_form70"/>, points have coordinates (<italic>x</italic>, <italic>y</italic>, <italic>x</italic>), such that V<sub>
						<italic>δ</italic>
					</sub> = (0, 0, 0) and the equation of the surface Γ<sub>
						<italic>δ</italic>
					</sub> is as follows <xref ref-type="disp-formula" rid="form15">[15]</xref>:</p>
				<graphic id="form15" xlink:href="ic_63691_form15" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>The parameter <inline-graphic xlink:href="ic_63691_form72"/> is greater than or equal to 1, and now it is an intrinsic parameter of the surface Γ<sub>
						<italic>d</italic>
					</sub>. Equation <xref ref-type="disp-formula" rid="form15">[15]</xref> is an intrinsic equation of Γ<sub>
						<italic>δ</italic>
					</sub> –it is the normalized equation of this surface.</p>
			</sec>
			<sec id="S2.4">
				<label>2.4.</label>
				<title>Geometric elements</title>
				<p>In order to geometrically understand the normalized Eq. <xref ref-type="disp-formula" rid="form15">[15]</xref>, the following has to be taken into account: In order to geometrically and dynamically generate any hyperbolic paraboloid <italic>H</italic>, we start with a director parabola <italic>p<sub>d</sub>
					</italic> (on a plane <italic>σ<sub>d</sub>
					</italic>, with focal point <italic>F<sub>d</sub>
					</italic>, major axis <italic>x<sub>d</sub>
					</italic> and straight directrix <italic>r<sub>d</sub>
					</italic>) and a generating parabola <italic>p<sub>g</sub>
					</italic> (on a plane <italic>σ<sub>g</sub>
					</italic>, with focal point <italic>F<sub>g</sub>
					</italic>, major axis <italic>x<sub>g</sub>
					</italic> and straight directrix <italic>r<sub>g</sub>
					</italic>). The results for vaults 5 and 7 are displayed graphically in <xref ref-type="fig" rid="F6">Figures 6</xref> and <xref ref-type="fig" rid="F7">7</xref>, respectively. Both parabolas have the same vertex V and the same major axis <italic>x<sub>d</sub>
					</italic> = <italic>x<sub>g</sub>
					</italic>, but the plane <italic>σ<sub>d</sub>
					</italic> is orthogonal to the plane <italic>σ<sub>g</sub>
					</italic> and the vertex V is located between both focal points <italic>F<sub>d</sub>
					</italic> − V − <italic>F<sub>g</sub>
					</italic>. We dynamically slide the generating parabola <italic>p<sub>g</sub>
					</italic> on the director parabola with a continuous movement, such that the sliding of the generating parabola <italic>p<sub>g</sub>
					</italic> keeps the vertex on the director parabola <italic>p<sub>d</sub>
					</italic>. This sliding is parallel to plane <italic>σ<sub>g</sub>
					</italic>. This movement geometrically generates the hyperbolic paraboloid <italic>H</italic>. The director parabola has the parameter <italic>k<sub>d</sub>
					</italic> and the generating parabola has the parameter <italic>k<sub>g</sub>
					</italic>. Parameter <italic>k<sub>d</sub>
					</italic> is the distance between the focal point <italic>F<sub>d</sub>
					</italic> and the straight directrix <italic>r<sub>d</sub>
					</italic>, and parameter <italic>k<sub>g</sub>
					</italic> is the distance between the focal point <italic>F<sub>g</sub>
					</italic> and the straight directrix <italic>r<sub>g</sub>
					</italic>.</p>
				<p>Lastly, in order to understand the equation <xref ref-type="disp-formula" rid="form15">[15]</xref> it should be noted that, by normalizing the distances so that <italic>k<sub>d</sub>
					</italic> = 1 and <italic>k<sub>d</sub>
					</italic> ≤ <italic>k<sub>g</sub>
					</italic>, in the case of the hyperbolic paraboloid Γ<sub>
						<italic>δ</italic>
					</sub> we find that <italic>k<sub>g</sub>
					</italic> = <italic>b</italic>
					<sup>2</sup>. Furthermore, owing to the aforementioned changes of reference system, the equation of surface Γ<sub>
						<italic>δ</italic>
					</sub> reduces to Eq. <xref ref-type="disp-formula" rid="form15">[15]</xref>.</p>
				<p>However, there is another numerical parameter which is intrinsic to Γ<sub>
						<italic>δ</italic>
					</sub> , since it is determined by the geometry of this surface. In order to understand this parameter, the following has to be taken into account: After generating a hyperbolic paraboloid <italic>H</italic>, the vertex V of the director parabola <italic>p<sub>d</sub>
					</italic> and the generating parabola <italic>p<sub>g</sub>
					</italic> becomes the vertex of <italic>H</italic>. The major axis <italic>x<sub>d</sub>
					</italic> = <italic>x<sub>g</sub>
					</italic> of the parabolas is perpendicular to the plane tangent to <italic>H</italic> in V. We call this tangential plane <italic>σ<sub>V</sub>
					</italic>. The intersection of <italic>σ<sub>V</sub>
					</italic> and <italic>H</italic> consists of two straight lines which we call <italic>s</italic>
					<sub>1</sub> and <italic>s</italic>
					<sub>2</sub> (<xref ref-type="fig" rid="F6">Figures 6</xref> and <xref ref-type="fig" rid="F7">7</xref>). These straight lines <italic>s</italic>
					<sub>1</sub> and <italic>s</italic>
					<sub>2</sub> (both included in <italic>H</italic>, which is a ruled surface), plus the major axis <italic>x<sub>d</sub>
					</italic> = <italic>x<sub>g</sub>
					</italic>, determine the planes <italic>π</italic>
					<sub>1</sub> and <italic>π</italic>
					<sub>2</sub>, respectively. These planes <italic>π</italic>
					<sub>1</sub> and <italic>π</italic>
					<sub>2</sub> (which, as has just been said, intersect in the axis <italic>x<sub>d</sub>
					</italic> = <italic>x<sub>g</sub>
					</italic> of the hyperbolic paraboloid <italic>H</italic>) are the so-called director planes of <italic>H</italic>, and the straight lines <italic>s</italic>
					<sub>1</sub> and <italic>s</italic>
					<sub>2</sub> are the so-called straight directrices of <italic>H</italic>.</p>
				<p>These director planes have the following geometric trait: through every point in <italic>H</italic> there are two straight lines which lie on <italic>H</italic> and generate the ruled surface <italic>H</italic>, such that one line of that pair is parallel to a director plane and the other line is parallel to the other director plane. The angles of the dihedral formed by the director planes <italic>π</italic>
					<sub>1</sub> and <italic>π</italic>
					<sub>2</sub> have the same width as the angles formed by the straight directrices <italic>s</italic>
					<sub>1</sub> and <italic>s</italic>
					<sub>2</sub>. The results for vaults 5 and 7 are displayed graphically in <xref ref-type="fig" rid="F6">Figures 6</xref> and <xref ref-type="fig" rid="F7">7</xref>, respectively. If the width of the acute angles is known, then the width of the obtuse angles is also known. Hereinafter, the width of the acute angles is called <italic>α</italic>.</p>
				<p>The numerical parameter <italic>α</italic> is intrinsic to <italic>H</italic>. In the case of the hyperbolic paraboloid Γ<sub>
						<italic>δ</italic>
					</sub>, we have the following analytic formulas for the numerical calculation of <italic>α</italic> [<xref ref-type="disp-formula" rid="form16">16</xref>,<xref ref-type="disp-formula" rid="form17">17</xref>,<xref ref-type="disp-formula" rid="form18">18</xref>,<xref ref-type="disp-formula" rid="form19">19</xref>]:</p>
				<graphic id="form16" xlink:href="ic_63691_form16" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<graphic id="form17" xlink:href="ic_63691_form17" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<graphic id="form18" xlink:href="ic_63691_form18" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<graphic id="form19" xlink:href="ic_63691_form19" xmlns:xlink="http://www.w3.org/1999/xlink"/>
				<p>The statistical concepts used in this paper, such as the correlation ratio in <xref ref-type="disp-formula" rid="form9">[9]</xref> and the adjusted coefficient in <xref ref-type="disp-formula" rid="form11">[11]</xref>, can be found in several books, for instance, in the well-known references (<xref ref-type="bibr" rid="B12">12</xref>, pp: 264-265; <xref ref-type="bibr" rid="B13">13</xref>, pp: 584-585). The numerical concepts of the Gauss normal equations can be found, for instance, in the famous reference (<xref ref-type="bibr" rid="B14">14</xref>, pp: 671-675). The classification and analysis of quadratic surfaces can be found in many modern books, such as (<xref ref-type="bibr" rid="B15">15</xref>, pp: 559-592), and also in old books, such as the classic reference (<xref ref-type="bibr" rid="B16">16</xref>, pp: 200-205).</p>
			</sec>
		</sec>
		<sec id="S3">
			<label>3.</label>
			<title>RESULTS</title>
			<p>In the previous section we have provided a mathematical process to objectively determine which is the hyperbolic paraboloid Γ<sub>
					<italic>δ</italic>
				</sub> which best fits a point cloud <inline-graphic xlink:href="ic_63691_form73"/>, and we have also provided an objective statistical measurement <italic>δ</italic> of that fit.</p>
			<p>We have applied this method to the point clouds outlining the surface contours of the 19 vaults in the entrance porch to the crypt of Colònia Güell.</p>
			<p>We have applied the above described geometric process in order to provide a normalized intrinsic analytic equation <inline-graphic xlink:href="ic_63691_form74"/>
				<xref ref-type="disp-formula" rid="form15">[15]</xref> for the best-fitting hyperbolic paraboloid Γ<sub>
					<italic>δ</italic>
				</sub>, and we have determined its two intrinsic parameters <italic>α</italic> and <italic>b</italic>
				<sup>2</sup>.</p>
			<p>
				<xref ref-type="table" rid="T2">Table 2</xref> below shows the results for the 19 vaults of the entrance porch (<italic>α</italic> is expressed in sexagesimal degrees).</p>
			<table-wrap id="T2">
				<label>Table 2.</label>
				<caption>
					<title>Results for the 19 vaults of the entrance porch (<italic>α</italic> is expressed in sexagesimal degrees).</title>
				</caption>
				<table>
					<thead>
						<tr>
							<th align="center" valign="middle"/>
							<th align="center" valign="middle">
								<italic>δ</italic>
							</th>
							<th align="center" valign="middle">
								<italic>α</italic>
							</th>
							<th align="center" valign="middle">
								<italic>b</italic>
								<sup>2</sup>
							</th>
						</tr>
					</thead>
					<tbody>
						<tr>
							<td align="center" valign="middle">1</td>
							<td align="center" valign="middle">99.67</td>
							<td align="center" valign="middle">0.39</td>
							<td align="center" valign="middle">88270.61</td>
						</tr>
						<tr>
							<td align="center" valign="middle">2</td>
							<td align="center" valign="middle">99.86</td>
							<td align="center" valign="middle">75.30</td>
							<td align="center" valign="middle">1.68</td>
						</tr>
						<tr>
							<td align="center" valign="middle">3</td>
							<td align="center" valign="middle">99.73</td>
							<td align="center" valign="middle">0.82</td>
							<td align="center" valign="middle">19700.29</td>
						</tr>
						<tr>
							<td align="center" valign="middle">4</td>
							<td align="center" valign="middle">99.85</td>
							<td align="center" valign="middle">0.90</td>
							<td align="center" valign="middle">16377.77</td>
						</tr>
						<tr>
							<td align="center" valign="middle">5</td>
							<td align="center" valign="middle">99.71</td>
							<td align="center" valign="middle">89.40</td>
							<td align="center" valign="middle">1.02</td>
						</tr>
						<tr>
							<td align="center" valign="middle">6</td>
							<td align="center" valign="middle">99.95</td>
							<td align="center" valign="middle">60.10</td>
							<td align="center" valign="middle">2.99</td>
						</tr>
						<tr>
							<td align="center" valign="middle">7</td>
							<td align="center" valign="middle">99.76</td>
							<td align="center" valign="middle">85.08</td>
							<td align="center" valign="middle">1.19</td>
						</tr>
						<tr>
							<td align="center" valign="middle">8</td>
							<td align="center" valign="middle">97.92</td>
							<td align="center" valign="middle">15.90</td>
							<td align="center" valign="middle">51.27</td>
						</tr>
						<tr>
							<td align="center" valign="middle">9</td>
							<td align="center" valign="middle">97.64</td>
							<td align="center" valign="middle">0.21</td>
							<td align="center" valign="middle">284071.32</td>
						</tr>
						<tr>
							<td align="center" valign="middle">10</td>
							<td align="center" valign="middle">98.85</td>
							<td align="center" valign="middle">1.37</td>
							<td align="center" valign="middle">7023.60</td>
						</tr>
						<tr>
							<td align="center" valign="middle">11</td>
							<td align="center" valign="middle">97.59</td>
							<td align="center" valign="middle">0.04</td>
							<td align="center" valign="middle">8108811.54</td>
						</tr>
						<tr>
							<td align="center" valign="middle">12</td>
							<td align="center" valign="middle">99.70</td>
							<td align="center" valign="middle">0.06</td>
							<td align="center" valign="middle">3462399.46</td>
						</tr>
						<tr>
							<td align="center" valign="middle">13</td>
							<td align="center" valign="middle">99.46</td>
							<td align="center" valign="middle">0.03</td>
							<td align="center" valign="middle">11083400.45</td>
						</tr>
						<tr>
							<td align="center" valign="middle">14</td>
							<td align="center" valign="middle">99.42</td>
							<td align="center" valign="middle">0.43</td>
							<td align="center" valign="middle">71687.29</td>
						</tr>
						<tr>
							<td align="center" valign="middle">15</td>
							<td align="center" valign="middle">99.16</td>
							<td align="center" valign="middle">0.16</td>
							<td align="center" valign="middle">531535.10</td>
						</tr>
						<tr>
							<td align="center" valign="middle">16</td>
							<td align="center" valign="middle">99.58</td>
							<td align="center" valign="middle">0.54</td>
							<td align="center" valign="middle">45211.87</td>
						</tr>
						<tr>
							<td align="center" valign="middle">17</td>
							<td align="center" valign="middle">98.36</td>
							<td align="center" valign="middle">7.89</td>
							<td align="center" valign="middle">210.34</td>
						</tr>
						<tr>
							<td align="center" valign="middle">18</td>
							<td align="center" valign="middle">99.86</td>
							<td align="center" valign="middle">0.21</td>
							<td align="center" valign="middle">307243.25</td>
						</tr>
						<tr>
							<td align="center" valign="middle">19</td>
							<td align="center" valign="middle">99.16</td>
							<td align="center" valign="middle">0.01</td>
							<td align="center" valign="middle">173306546.50</td>
						</tr>
					</tbody>
				</table>
			</table-wrap>
		</sec>
		<sec id="S4">
			<label>4.</label>
			<title>CONCLUSIONS</title>
			<p>In the introduction to this paper we said that, when talking about the architectural composition and morphology of the entrance porch to the crypt of Colònia Güell, it is commonly claimed that all of its 19 vaults were designed in the shape of hyperbolic paraboloids. Besides, 13 of these surfaces are decorated with coloured ceramic crosses which allegedly follow the straight directrices of these hyperbolic paraboloids.</p>
			<p>Using photogrammetrical techniques, we obtained the point cloud outlining the surface contour of a vault in the entrance porch to the crypt of Colònia Güell. In section 2 of this paper we outline the method used to find the hyperbolic paraboloid Γ<sub>
					<italic>δ</italic>
				</sub> which best fits this point cloud <inline-graphic xlink:href="ic_63691_form75"/>. Besides, we have developed a fit measurement model and found a measurement <italic>δ</italic> of how well the hyperbolic paraboloid Γ<sub>
					<italic>δ</italic>
				</sub> fits the cloud <inline-graphic xlink:href="ic_63691_form38a"/>. Also, we have laid down the necessary calculations to find the intrinsic normalized equation and the intrinsic geometric parameters <italic>α</italic> and <italic>b</italic>
				<sup>2</sup> of the hyperbolic paraboloid Γ<sub>
					<italic>δ</italic>
				</sub>.</p>
			<p>After carrying out these calculations, we present the intrinsic normalized equations of the 19 hyperbolic paraboloids Γ<sub>
					<italic>δ</italic>
				</sub> which best fit the 19 vaults of the porch (see Section 3 Results). We also provide the corresponding statistical fit measurement <italic>δ</italic> of each hyperbolic paraboloid Γ<sub>
					<italic>δ</italic>
				</sub> for each vault; and in <xref ref-type="table" rid="T2">Table 2</xref> we display the geometric parameters <italic>α</italic> and <italic>b</italic>
				<sup>2</sup> which are intrinsic to each of the 19 hyperbolic paraboloids Γ<sub>
					<italic>δ</italic>
				</sub>.</p>
			<p>As a consequence of all this geometric calculation process, we conclude that 1) there is insufficient statistical evidence that vaults number 8, 9, 10, 11 and 17 were designed based on hyperbolic paraboloids (since their corresponding fit measurements <italic>δ</italic> are below 99%); and 2) there is sufficient statistical evidence (fit measurement above 99%) that the remaining fourteen vaults were designed based on hyperbolic paraboloids.</p>
			<p>The above paragraph has the following meaning: Even if the architect had wanted to create paraboloids, the fact is that none of the surfaces generated by the 19 fragments of vaults actually are paraboloids. This is so for several reasons: building errors, materials deformations, mechanical settlements, etc. Nevertheless, maybe some of them were designed in the shape of hyperbolic paraboloids. In other words: the vault may have been built using a centering made up of straight beams which are parallel to a given director plane and rest on another straight beam (i.e., the definition of a hyperbolic paraboloid using its generatrices). In this case, we say that the vault <italic>was designed in the shape</italic> of a hyperbolic paraboloid. But it is also possible that the vault was not built in that way. Namely: perhaps the vault was not built using a centering as described above. In this case, we say that the vault <italic>was not designed in the shape</italic> of a hyperbolic paraboloid. We do not know how each of these vaults was built, so we do not know if each vault was or wasn’t designed in the shape of a hyperbolic paraboloid. Therefore, we only say whether we have or we don’t have enough statistical evidence of that.</p>
			<p>With regard to the decorative crosses that are present in 13 of the 19 vaults, we find that they do not follow the straight directrices of the hyperbolic paraboloids generated by these vaults. As an example, we show the location of the cross and the straight directrices for vault number 5 (<xref ref-type="fig" rid="F8">Figure 8</xref>).</p>
			<fig id="F8">
				<label>Figure 8.</label>
				<caption>
					<title>The ceramic cross of vault number 5 and, in green color, the straight directrices of the best-fitting hyperbolic paraboloid Γ<sub>
							<italic>δ</italic>
						</sub>. [Image generated by the authors.]</title>
				</caption>
				<graphic xlink:href="ic_63691_f08" xmlns:xlink="http://www.w3.org/1999/xlink"/>
			</fig>
			<p>It is clear that our working method –a mixture of statistics, geometry and numerical calculation– was never in the mind of Gaudí. However, it is not our intention to present a historical topic. Using the mathematical tools available to us, we intend to show the readers another point of view for studying this historical heritage.</p>
		</sec>
	</body>
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