Journal Article10.1016/J.MATPR.2021.06.412
Artificial intelligence technique based performance estimation of solid oxide fuel cells
Yathavan Subramanian,R. Veena,S.A. Muhammed Ali,Avinash Kumar,Ramesh Kumar Gubediran,Anitha Dhanasekaran,Dhanasekaran Gurusamy,Kalpana Muniandi +7 more
10
TL;DR: In this article, a Support Vector Machine (SVM) was used to predict the maximum current density and power density of the NiO-SDC composite anode and La 0.6Sr0.4Co 0.8O3-δ (LSCF) cathode electrodes of SOFC.
read more
About: This article is published in Materials Today: Proceedings. The article was published on 15 Jul 2021. The article focuses on the topics: Anode & Power density.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
Overview of Approaches to Increase the Electrochemical Activity of Conventional Perovskite Air Electrodes
Elena Filonova,E. Pikalova +1 more
TL;DR: In this paper , the authors summarized the basic information on the methods to improve the electrochemical performance of conventional air electrodes with perovskite structure, such as lanthanum strontium manganite (LSM), and lanthanium strontiam cobaltite ferrite (LSCF), to make them suitable for application in second generation electrochemical cells operating at medium and low temperatures.
18
Structural, Photoabsorption and Photocatalytic Characteristics of BiFeO3-WO3 Nanocomposites: An Attempt to Validate the Experimental Data Through SVM-Based Artificial Intelligence (AI)
Yathavan Subramanian,J. Gajendiran,R.K. Veena,Abul Kalam Azad,Vengkataramana Sabarish,S.A. Muhammed Ali,Avinash kumar,Ramesh Kumar Gubendiran +7 more
10
Root Cause Analysis of Degradation in Protonic Ceramic Electrochemical Cell with Interfacial Electrical Sensors Using Data-Driven Machine Learning.
Wei Wu,Congjian Wang,Wen-Long Bian,Bin Hua,Joshua Y. Gomez,Christopher J. Orme,W. Tang,Frederick F. Stewart,Dong Ding +8 more
TL;DR: A novel approach is proposed that combines in situ electrochemical characterization of interfacial electrical sensor embedded PCECs and machine learning to quantify the contributions of different cell components to total degradation, as well as to predict the remaining useful life.
5
Valorization of Agriculture Residues into Value‐Added Products: A Comprehensive Review of Recent Studies
Tuan‐Dung Hoang,Nguyễn Vân Anh,Mohammad Yusuf,M. A.,Yathavan Subramanian,Nguyen Hoang Nam,Minh Kỳ Nguyễn,Van‐Giang Le,Nguyen Thi Thanh Huyen,Alien Abi Bianasari,Абул Калам Азад +10 more
TL;DR: A comprehensive review highlights the valorization of agricultural residues into value-added products through thermochemical techniques, converting waste streams into porous activated carbons and biofuels for environmental remediation, energy storage, and climate mitigation applications.
4
References
Lowering the Temperature of Solid Oxide Fuel Cells
Eric D. Wachsman,Kang Taek Lee +1 more
TL;DR: Newly developed, high-conductivity electrolytes and nanostructured electrode designs provide a path for further performance improvement at much lower temperatures, down to ~350°C, thus providing opportunity to transform the way the authors convert and store energy.
2.3K
A perspective on low-temperature solid oxide fuel cells
TL;DR: In this article, the authors provide a perspective on solid oxide fuel cells operating at low temperature, defined here to be the range from ∼400 °C to 650 °C, with a focus on materials that have demonstrated good properties and cell performance.
830
Solid Oxide Fuel Cells fuelled with biogas: Potential and constraints
S. Ali Saadabadi,Aditya Thallam Thattai,Liyuan Fan,Ralph E.F. Lindeboom,Henri Spanjers,P.V. Aravind +5 more
TL;DR: In this article, the advantages and challenges of integrated AD-Solid Oxide Fuel Cell (SOFC) systems against the most recent scientific and practical developments in the AD and SOFC domain are discussed.
186
A Brief Description of High Temperature Solid Oxide Fuel Cell’s Operation, Materials, Design, Fabrication Technologies and Performance
Muneeb Irshad,Khurram Siraj,Rizwan Raza,Anwar Ali,Pankaj Tiwari,Bin Zhu,Asia Rafique,Amjad Ali,Muhammad Kaleem Ullah,Arslan Usman +9 more
TL;DR: In this paper, the authors focused on the advancements made in the field of high temperature Solid Oxide Fuel Cell (SOFC) and gave an overview of methods required for the fabrication of different components of SOFC.
177
Modeling of commercial proton exchange membrane fuel cell using support vector machine
TL;DR: It was shown that the coefficient of determination in the SVM prediction model for power–current curve is approximately 99%, which is 97% for MLP model that makes the proposed black box SVM PEMFC model suitable for monitoring and simulating fuel cell performance in the electrical bicycle that is beneficial for its variety of energy saving applications.
79