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        <datestamp>2026-09-16T00:03:28Z</datestamp>
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          <dc:title>Two-Stage Optimization
of Oleic Acid Esterification
via Response Surface Methodology and Green Chemistry Metrics Selection
for Biodiesel from WCO</dc:title>
          <dc:creator>Jesús
D. Betancourt de la Paz (24959017)</dc:creator>
          <dc:creator>Violeta Y. Mena-Cervantes (1274982)</dc:creator>
          <dc:creator>Fidel A. Aguilar-Aguilar (24959020)</dc:creator>
          <dc:creator>Fabián S. Mederos-Nieto (24959023)</dc:creator>
          <dc:creator>Mario A. González Espinosa (24959026)</dc:creator>
          <dc:creator>Luis R. Martínez Castro (24959029)</dc:creator>
          <dc:creator>Raúl Hernández-Altamirano (1274985)</dc:creator>
          <dc:subject>Biochemistry</dc:subject>
          <dc:subject>Molecular Biology</dc:subject>
          <dc:subject>Neuroscience</dc:subject>
          <dc:subject>Environmental Sciences not elsewhere classified</dc:subject>
          <dc:subject>Chemical Sciences not elsewhere classified</dc:subject>
          <dc:subject>Ecology</dc:subject>
          <dc:subject>used cooking oil</dc:subject>
          <dc:subject>minimal yield loss</dc:subject>
          <dc:subject>methyl oleate ).</dc:subject>
          <dc:subject>kinetic validation showed</dc:subject>
          <dc:subject>en 14214 specifications</dc:subject>
          <dc:subject>delivering high conversion</dc:subject>
          <dc:subject>box – behnken</dc:subject>
          <dc:subject>within 90 min</dc:subject>
          <dc:subject>reduced material intensity</dc:subject>
          <dc:subject>evaluates downstream transesterification</dc:subject>
          <dc:subject>combines statistical optimization</dc:subject>
          <dc:subject>pretreatment reduced ffa</dc:subject>
          <dc:subject>high ffa feedstocks</dc:subject>
          <dc:subject>rsm model identified</dc:subject>
          <dc:subject>factor (∼ 0</dc:subject>
          <dc:subject>oleic acid ratio</dc:subject>
          <dc:subject>∼ 98 wt</dc:subject>
          <dc:subject>2 &lt;/ sub</dc:subject>
          <dc:subject>wco biodiesel production</dc:subject>
          <dc:subject>∼ 2</dc:subject>
          <dc:subject>oleic acid</dc:subject>
          <dc:subject>2 wt</dc:subject>
          <dc:subject>transesterification provided</dc:subject>
          <dc:subject>stage optimization</dc:subject>
          <dc:subject>material efficiency</dc:subject>
          <dc:subject>363 min</dc:subject>
          <dc:subject>acid esterification</dc:subject>
          <dc:subject>5 wt</dc:subject>
          <dc:subject>12 wt</dc:subject>
          <dc:subject>residual ffa</dc:subject>
          <dc:subject>ffa ),</dc:subject>
          <dc:subject>dominant ffa</dc:subject>
          <dc:subject>sustainable alternative</dc:subject>
          <dc:subject>sustainability assessment</dc:subject>
          <dc:subject>study presents</dc:subject>
          <dc:subject>stage strategy</dc:subject>
          <dc:subject>scalable pathway</dc:subject>
          <dc:subject>reduces energy</dc:subject>
          <dc:subject>practical endpoint</dc:subject>
          <dc:subject>low e</dc:subject>
          <dc:subject>fossil fuels</dc:subject>
          <dc:subject>crude glycerol</dc:subject>
          <dc:subject>adaptable framework</dc:subject>
          <dc:subject>7 %)</dc:subject>
          <dc:description>Biodiesel production from used cooking oil (WCO) is a
sustainable
alternative to fossil fuels, but its high free fatty acid (FFA) content
(&gt;5 wt %) makes direct basic transesterification difficult. This
study
presents an integrated two-stage strategy that optimizes the acid
esterification of oleic acid (the dominant FFA in WCO) using response
surface methodology (RSM, Box–Behnken) and then evaluates downstream
transesterification, while reporting green chemistry metrics alongside
conversion. The RSM model identified an optimum at a methanol-to-oleic
acid ratio of 8.44:1, 2 wt % H&lt;sub&gt;2&lt;/sub&gt;SO&lt;sub&gt;4&lt;/sub&gt;, and 363
min. Kinetic validation showed that conversion reaches ∼94%
within 90 min and then plateaus, indicating a practical endpoint that
reduces energy and time with minimal yield loss. Applied to a WCO
feed (8.12 wt % FFA), the pretreatment reduced FFA to ∼2.4
wt %, enabling transesterification of the base to ∼98 wt %
FAME with &lt;0.5 wt % residual FFA. The final biodiesel met ASTM
D6751 and EN 14214 specifications and exhibited a favorable FAME profile
(∼75.6% methyl oleate). Green chemistry analysis clarified
the trade-offs of these results, with the esterification showing high
theoretical atom economy (∼94%), while the transesterification
provided a low E-factor (∼0.26) and high atom efficiency (∼87.7%)
in a wash-free gravity settling process with methanol recovery/reuse.
Treatment of crude glycerol as a byproduct further improves the material
efficiency. The results demonstrate a robust and scalable pathway
for WCO biodiesel that combines statistical optimization with sustainability
assessment, delivering high conversion with reduced material intensity
and waste, and offering an adaptable framework for other high FFA
feedstocks.</dc:description>
          <dc:date>2026-09-15T00:00:00Z</dc:date>
          <dc:type>Dataset</dc:type>
          <dc:type>Dataset</dc:type>
          <dc:identifier>10.1021/acsomega.5c06167.s001</dc:identifier>
          <dc:relation>https://figshare.com/articles/dataset/Two-Stage_Optimization_of_Oleic_Acid_Esterification_via_Response_Surface_Methodology_and_Green_Chemistry_Metrics_Selection_for_Biodiesel_from_WCO/33826636</dc:relation>
          <dc:rights>CC BY-NC 4.0</dc:rights>
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