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Volumn 34, Issue , 2015, Pages 139-150

Prediction and reduction of diesel engine emissions using a combined ANN-ACO method

Author keywords

Ant colony optimization; Artificial neural network; Data modeling; Diesel engine emissions

Indexed keywords

AIR INTAKES; ALGORITHMS; ANT COLONY OPTIMIZATION; ARTIFICIAL INTELLIGENCE; DATA STRUCTURES; DIRECT INJECTION; DUST; ENGINES; NEURAL NETWORKS; REDUCTION; SOOT; SPEED;

EID: 84929626603     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2015.04.059     Document Type: Article
Times cited : (68)

References (39)
  • 7
    • 80054701970 scopus 로고    scopus 로고
    • A new ANN training approach for efficiency evaluation
    • S. Erdem, and I.D. Kocakoc A new ANN training approach for efficiency evaluation Hacet. J. Math. Stat. 39 3 2010 439 447
    • (2010) Hacet. J. Math. Stat. , vol.39 , Issue.3 , pp. 439-447
    • Erdem, S.1    Kocakoc, I.D.2
  • 8
    • 2042433669 scopus 로고    scopus 로고
    • The measurement of technical efficiency: A neural network approach
    • D. Santin, F.J. Delgado, and A. Valino The measurement of technical efficiency: a neural network approach Appl. Econ. 36 2004 627 635
    • (2004) Appl. Econ. , vol.36 , pp. 627-635
    • Santin, D.1    Delgado, F.J.2    Valino, A.3
  • 9
    • 34047188653 scopus 로고    scopus 로고
    • Measuring efficiency with neural networks. An application to the public sector
    • F.J. Delgado Measuring efficiency with neural networks. An application to the public sector Econ. Bull. 3 15 2005 1 10
    • (2005) Econ. Bull. , vol.3 , Issue.15 , pp. 1-10
    • Delgado, F.J.1
  • 11
    • 24644453848 scopus 로고    scopus 로고
    • Application of artificial neural networks in engine modeling
    • JER 05603
    • C.J. Rutland, and Y. He Application of artificial neural networks in engine modeling Int. J. Engine Res. IMechE 5 4 2004 JER 05603
    • (2004) Int. J. Engine Res. IMechE , vol.5 , Issue.4
    • Rutland, C.J.1    He, Y.2
  • 12
    • 5044252688 scopus 로고    scopus 로고
    • A diesel engine's performance and exhaust emissions
    • E. Arcaklioglu, and I. Celikten A diesel engine's performance and exhaust emissions Appl. Energy 80 1 2005 11 22
    • (2005) Appl. Energy , vol.80 , Issue.1 , pp. 11-22
    • Arcaklioglu, E.1    Celikten, I.2
  • 13
    • 70749096750 scopus 로고    scopus 로고
    • Application of artificial neural network for the prediction of performance and exhaust emissions in SI engine using ethanol-gasoline blends
    • M.K.D. Kiani, and B. Ghobadian Application of artificial neural network for the prediction of performance and exhaust emissions in SI engine using ethanol-gasoline blends Energy 5 1 2010 65 69
    • (2010) Energy , vol.5 , Issue.1 , pp. 65-69
    • Kiani, M.K.D.1    Ghobadian, B.2
  • 15
    • 1342264192 scopus 로고    scopus 로고
    • A proof of convergence for ant algorithms
    • A. Badr, and A. Fahmi A proof of convergence for ant algorithms Inform. Sci. 160 2004 267 279
    • (2004) Inform. Sci. , vol.160 , pp. 267-279
    • Badr, A.1    Fahmi, A.2
  • 16
    • 54149098991 scopus 로고    scopus 로고
    • Combining support vector regression and ant colony optimization to reduce NOx emissions in coal-fired utility boilers
    • L. Zheng, H. Zhou, and C. Wang Combining support vector regression and ant colony optimization to reduce NOx emissions in coal-fired utility boilers Energ Fuel 22 2008 1034 1040
    • (2008) Energ Fuel , vol.22 , pp. 1034-1040
    • Zheng, L.1    Zhou, H.2    Wang, C.3
  • 18
    • 84880280744 scopus 로고    scopus 로고
    • Unsupervised artificial neural networks (ANNs) for intelligent pheromone up gradation. Further evolution of neural augmented ant colony optimization (NaACO)
    • M. Umer, R. Ahmed, and I. Chaudhry Unsupervised artificial neural networks (ANNs) for intelligent pheromone up gradation. further evolution of neural augmented ant colony optimization (NaACO) Life Sci. J. 10 3 2013
    • (2013) Life Sci. J. , vol.10 , Issue.3
    • Umer, M.1    Ahmed, R.2    Chaudhry, I.3
  • 20
    • 84929648050 scopus 로고    scopus 로고
    • http://www.megamotor.ir/
  • 21
    • 84929648051 scopus 로고    scopus 로고
    • http://www.idem.ir/
  • 22
    • 85072429593 scopus 로고    scopus 로고
    • Prediction of major pollutants emission in direct-injection dual-fuel diesel and natural-gas engines
    • V. Pirouzpanah, Prediction of major pollutants emission in direct-injection dual-fuel diesel and natural-gas engines, SAE paper 1999-01-0841.
    • SAE Paper 1999-01-0841
    • Pirouzpanah, V.1
  • 23
    • 51249194645 scopus 로고
    • A logical calculus of the ideas immanent in neurons activity
    • W.S. McCulloch, and W. Pitts A logical calculus of the ideas immanent in neurons activity Bull. Math. Biophys. 5 1943 115 133
    • (1943) Bull. Math. Biophys. , vol.5 , pp. 115-133
    • McCulloch, W.S.1    Pitts, W.2
  • 28
    • 0003889534 scopus 로고    scopus 로고
    • 2nd ed. World Scientific Pub, Advanced Series in Circuits and Systems, University of Illinois, Chicago, USA USA
    • D. Graupe Principles of artificial neural networks 2nd ed. 2007 World Scientific Pub, Advanced Series in Circuits and Systems, University of Illinois, Chicago, USA USA
    • (2007) Principles of Artificial Neural Networks
    • Graupe, D.1
  • 30
    • 0037374672 scopus 로고    scopus 로고
    • Back-propagation neural networks for modeling gasoline consumption
    • G.E. Nasr, and C.J. Badr Back-propagation neural networks for modeling gasoline consumption Energ. Convers. Manage. 44 6 2003 893 905
    • (2003) Energ. Convers. Manage. , vol.44 , Issue.6 , pp. 893-905
    • Nasr, G.E.1    Badr, C.J.2
  • 32
    • 0036771668 scopus 로고    scopus 로고
    • An analysis for effect of cetane number on exhaust emissions from engine with the neural network
    • D. Yuangwang, Z. Meilin, X. Dong, and C. Xiaobei An analysis for effect of cetane number on exhaust emissions from engine with the neural network Fuel 81 2002 1963 1970
    • (2002) Fuel , vol.81 , pp. 1963-1970
    • Yuangwang, D.1    Meilin, Z.2    Dong, X.3    Xiaobei, C.4
  • 36
    • 0030082551 scopus 로고    scopus 로고
    • The ant system: Optimization by a colony of cooperating agents
    • M. Dorigo, V. Maniezzo, and A. Colorni The ant system: optimization by a colony of cooperating agents IEEE Trans. Syst. Man Cyber. B 26 1 1996 29 41
    • (1996) IEEE Trans. Syst. Man Cyber. B , vol.26 , Issue.1 , pp. 29-41
    • Dorigo, M.1    Maniezzo, V.2    Colorni, A.3
  • 37
    • 0031122887 scopus 로고    scopus 로고
    • Ant colony system, a cooperative learning approach to the traveling salesman problem
    • M. Dorigo, and L.M. Gambardella Ant colony system, a cooperative learning approach to the traveling salesman problem IEEE Trans. Evolut. Comput. 1 1 1997 53 66
    • (1997) IEEE Trans. Evolut. Comput. , vol.1 , Issue.1 , pp. 53-66
    • Dorigo, M.1    Gambardella, L.M.2
  • 39
    • 28944454561 scopus 로고    scopus 로고
    • Ant colony optimization: Introduction and recent trends
    • C. Blum Ant colony optimization: introduction and recent trends Phys. Life Rev. 2 4 2005 353 373
    • (2005) Phys. Life Rev. , vol.2 , Issue.4 , pp. 353-373
    • Blum, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.