258
Views
13
CrossRef citations to date
0
Altmetric
Research Article

Application of Elman and Cascade neural network (ENN and CNN) in comparison with adaptive neuro fuzzy inference system (ANFIS) to predict key fuel properties of ABE-diesel blends

ORCID Icon, , &
Pages 1510-1522 | Received 18 Aug 2020, Accepted 22 Mar 2021, Published online: 14 Apr 2021

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (1)

Akshay Loyte, Jiwak Suryawanshi, Girish Bhiogade, Yuvarajan Devarajan, Raja T & Gavaskar T. (2023) Novel approach for efficient operation and reduced harmful emissions on a dual-fuel research engine propelled with hydrogen-enriched natural gas and diesel. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 45:3, pages 8218-8238.
Read now

Articles from other publishers (12)

K. Karunamurthy, Ayub Ahmed Janvekar, P. L. Palaniappan, V. Adhitya, T. T. K. Lokeswar & J. Harish. (2023) Prediction of IC engine performance and emission parameters using machine learning: A review. Journal of Thermal Analysis and Calorimetry 148:9, pages 3155-3177.
Crossref
Mohammed Hezam Al-Mashreki, Mohamed Hamdy Eid, Omar Saeed, András Székács, Péter Szűcs, Mohamed Gad, Mostafa R. Abukhadra, Ali A. AlHammadi, Mohammed Saleh Alrakhami, Mubarak Ali Alshabibi, Salah Elsayed, Mosaad Khadr, Mohamed Farouk & Hatem Saad Ramadan. (2023) Integration of Geochemical Modeling, Multivariate Analysis, and Irrigation Indices for Assessing Groundwater Quality in the Al-Jawf Basin, Yemen. Water 15:8, pages 1496.
Crossref
Zafar Said, Prabhakar Sharma, Bhaskor J. Bora, Van Nhanh Nguyen, Thi Anh Em Bui, Dinh Tuyen Nguyen, Xuan Thanh Dinh & Xuan Phuong Nguyen. (2023) Modeling-optimization of performance and emission characteristics of dual-fuel engine powered with pilot diesel and agricultural-food waste-derived biogas. International Journal of Hydrogen Energy 48:18, pages 6761-6777.
Crossref
Ahmed Sule, Zulkarnain Abdul Latiff, Mohd Azman Abas, Ibham Veza, Manzoore Elahi M. Soudagar, Irianto Harny & Vorathin Epin. (2023) Dual Effects of N-Butanol and Magnetite Nanoparticle to Biodiesel-Diesel Fuel Blends as Additives on Emission Pattern and Performance of a Diesel Engine with ANN Validation. Sustainability 15:2, pages 1404.
Crossref
Jayaprabakar Jayaraman, Karthikeyan Alagu, Chaitany Jayprakash Raorane, Prabhu Appavu, Nivin Joy, Anish Mariadhas, J. Aravind Kumar & M. Rajasimman. (2023) Zinc oxide nanoparticles to the synthesis of high-value added biofuels from waste cooking oil methyl ester blends. Fuel 332, pages 126170.
Crossref
Jayaprabakar Jayaraman, S.S. Dawn, Prabhu Appavu, Anish Mariadhas, Nivin Joy, Razan A. Alshgari, Abdulnasser Mahmoud Karami, Pham Thi Huong, M. Rajasimmam & J. Aravind Kumar. (2022) Production of biodiesel from waste cooking oil utilizing zinc oxide nanoparticles combined with tungsto phosphoric acid as a catalyst and its performance on a CI engine. Fuel 329, pages 125411.
Crossref
Xianqi Zhang, Dong Zhao, Bingsen Duan & Wenbao Qiao. (2022) A novel groundwater burial depth prediction model—based on the combined VMD-WSD-ELMAN model. Environmental Science and Pollution Research 29:50, pages 76310-76320.
Crossref
Ibham Veza, Aslan Deniz Karaoglan, Erol Ileri, Asif Afzal, Anh Tuan Hoang, Noreffendy Tamaldin, Safarudin Gazali Herawan, Muhammad Mujtaba Abbas & Mohd Farid Muhamad Said. (2022) Multi-objective optimization of diesel engine performance and emission using grasshopper optimization algorithm. Fuel 323, pages 124303.
Crossref
Ibham Veza, Mohd Azman Abas, Djati Wibowo Djamari, Noreffendy Tamaldin, Fitri Endrasari, Bentang Arief Budiman, Muhammad Idris, Anthony C. Opia, Firman Bagja Juangsa & Muhammad Aziz. (2022) Electric Vehicles in Malaysia and Indonesia: Opportunities and Challenges. Energies 15:7, pages 2564.
Crossref
Sameen Khan, Sarika Tomar, Maryam Fatima & Mohd Zaheen Khan. (2022) Impact of artificial intelligent and industry 4.0 based products on consumer behaviour characteristics: A meta-analysis-based review. Sustainable Operations and Computers 3, pages 218-225.
Crossref
Mohammad Seraj, Osama Khan, Mohd Zaheen Khan, Mohd Parvez, Bhupendra Kumar Bhatt, Amaan Ullah & Md Toufique Alam. (2022) Analytical research of artificial intelligent models for machining industry under varying environmental strategies: An industry 4.0 approach. Sustainable Operations and Computers 3, pages 176-187.
Crossref
Ibham Veza, Anh Tuan Hoang, Muhammad Mujtaba Abbas, Noreffendy Tamaldin, Muhammad Idris, Djati Wibowo Djamari, Ahmed Sule, Eka Maulana, Nicky Rahmana Putra & A. C. Opia. 2022. Liquid Biofuels: Bioethanol. Liquid Biofuels: Bioethanol 301 331 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.