Eco‐efficiency evaluation of diesel engines fueled with diesel–biodiesel–ammonia blends using data envelopment analysis.

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Title: Eco‐efficiency evaluation of diesel engines fueled with diesel–biodiesel–ammonia blends using data envelopment analysis.
Authors: Pehlivan, Davut1 (AUTHOR) davutpehlivan@mersin.edu.tr, Okumuş, Fatih2 (AUTHOR), Kökkülünk, Görkem3,4 (AUTHOR)
Source: Environmental Progress & Sustainable Energy. May/Jun2026, Vol. 45 Issue 3, p1-12. 12p.
Subject Terms: *Biodiesel fuels, *Waste gases, Ammonia gas, Economic efficiency, Data envelopment analysis, Automobile engine efficiency, Gas mixtures, Diesel motors
Abstract: An experimental investigation was conducted to evaluate the emission and performance characteristics of a single‐cylinder diesel engine fueled with various combinations of diesel, biodiesel, and ammonia. The test matrix covered 4 biodiesel levels (0%, 20%, 40%, and 100%) and 4 ammonia energy fractions (0%, 20%, 40%, and 60%) across three engine loads (50%, 75%, and 100%), ensuring a comprehensive exploration of dual, and triple‐fuel strategies. A total of 48 distinct fuel scenarios were tested under controlled conditions. The relative efficiency of each configuration was assessed using input‐oriented Constant Returns to Scale Data Envelopment Analysis (CCR‐DEA), where engine efficiency was treated as the desirable output, and CO, CO2, HC, and NOx emissions were considered undesirable outputs. Out of the 48 experiments conducted, 35 scenarios exhibited full efficiency while 13 were found to be relatively inefficient. The lowest efficiency score, calculated as 0.672, corresponded to a fuel blend containing 60% diesel, 40% biodiesel, and 60% ammonia, operated at full engine load. Other low‐efficiency scenarios were typically characterized by high ammonia ratios and low engine loads. The findings highlight a viable transition pathway toward carbon‐reduced diesel engine operation, demonstrating that smart fuel blending and load management can significantly enhance both environmental and thermal performance. [ABSTRACT FROM AUTHOR]
Copyright of Environmental Progress & Sustainable Energy is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Label: Title
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  Data: Eco‐efficiency evaluation of diesel engines fueled with diesel–biodiesel–ammonia blends using data envelopment analysis.
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  Data: <searchLink fieldCode="AR" term="%22Pehlivan%2C+Davut%22">Pehlivan, Davut</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> davutpehlivan@mersin.edu.tr</i><br /><searchLink fieldCode="AR" term="%22Okumuş%2C+Fatih%22">Okumuş, Fatih</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kökkülünk%2C+Görkem%22">Kökkülünk, Görkem</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Environmental+Progress+%26+Sustainable+Energy%22">Environmental Progress & Sustainable Energy</searchLink>. May/Jun2026, Vol. 45 Issue 3, p1-12. 12p.
– Name: Subject
  Label: Subject Terms
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  Data: *<searchLink fieldCode="DE" term="%22Biodiesel+fuels%22">Biodiesel fuels</searchLink><br />*<searchLink fieldCode="DE" term="%22Waste+gases%22">Waste gases</searchLink><br /><searchLink fieldCode="DE" term="%22Ammonia+gas%22">Ammonia gas</searchLink><br /><searchLink fieldCode="DE" term="%22Economic+efficiency%22">Economic efficiency</searchLink><br /><searchLink fieldCode="DE" term="%22Data+envelopment+analysis%22">Data envelopment analysis</searchLink><br /><searchLink fieldCode="DE" term="%22Automobile+engine+efficiency%22">Automobile engine efficiency</searchLink><br /><searchLink fieldCode="DE" term="%22Gas+mixtures%22">Gas mixtures</searchLink><br /><searchLink fieldCode="DE" term="%22Diesel+motors%22">Diesel motors</searchLink>
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: An experimental investigation was conducted to evaluate the emission and performance characteristics of a single‐cylinder diesel engine fueled with various combinations of diesel, biodiesel, and ammonia. The test matrix covered 4 biodiesel levels (0%, 20%, 40%, and 100%) and 4 ammonia energy fractions (0%, 20%, 40%, and 60%) across three engine loads (50%, 75%, and 100%), ensuring a comprehensive exploration of dual, and triple‐fuel strategies. A total of 48 distinct fuel scenarios were tested under controlled conditions. The relative efficiency of each configuration was assessed using input‐oriented Constant Returns to Scale Data Envelopment Analysis (CCR‐DEA), where engine efficiency was treated as the desirable output, and CO, CO2, HC, and NOx emissions were considered undesirable outputs. Out of the 48 experiments conducted, 35 scenarios exhibited full efficiency while 13 were found to be relatively inefficient. The lowest efficiency score, calculated as 0.672, corresponded to a fuel blend containing 60% diesel, 40% biodiesel, and 60% ammonia, operated at full engine load. Other low‐efficiency scenarios were typically characterized by high ammonia ratios and low engine loads. The findings highlight a viable transition pathway toward carbon‐reduced diesel engine operation, demonstrating that smart fuel blending and load management can significantly enhance both environmental and thermal performance. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of Environmental Progress & Sustainable Energy is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1002/ep.70209
    Languages:
      – Code: eng
        Text: English
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      Pagination:
        PageCount: 12
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    Subjects:
      – SubjectFull: Biodiesel fuels
        Type: general
      – SubjectFull: Waste gases
        Type: general
      – SubjectFull: Ammonia gas
        Type: general
      – SubjectFull: Economic efficiency
        Type: general
      – SubjectFull: Data envelopment analysis
        Type: general
      – SubjectFull: Automobile engine efficiency
        Type: general
      – SubjectFull: Gas mixtures
        Type: general
      – SubjectFull: Diesel motors
        Type: general
    Titles:
      – TitleFull: Eco‐efficiency evaluation of diesel engines fueled with diesel–biodiesel–ammonia blends using data envelopment analysis.
        Type: main
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            NameFull: Pehlivan, Davut
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            NameFull: Okumuş, Fatih
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            NameFull: Kökkülünk, Görkem
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            – D: 01
              M: 05
              Text: May/Jun2026
              Type: published
              Y: 2026
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