2 Papers
6 Citations
A. Sivakumar is an academic researcher from Shanmugha Arts, Science, Technology & Research Academy. The author has contributed to research in topics: Flue gas & Hyperparameter optimization. The author has an hindex of 2, co-authored 2 publications. Previous affiliations of A. Sivakumar include Reliance Industries.
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Papers
A novel hypergraph-based feature extraction technique for boiler flue gas components classification using PNN – A computational model for boiler flue gas analysis
TL;DR: A Hypergraph (HG)-based feature extraction technique is developed in order to derive both topological and geometrical features through hyperedges that describe n-ary relations among the data containing feature vectors to classify the frequency responses of the sensors.
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Development of KSVGRNN: A hybrid soft computing technique for estimation of boiler flue gas components
A. Ramakalyan,A. Sivakumar,A. Sivakumar,Chandrabose Aravindan,K. Kannan,V. Swaminathan,D. Sarala +6 more
TL;DR: The outcome of these studies, observations and analysis clearly indicate the exceptional performance of the proposed hybrid model in classifying and estimating the flue gas components in the machine (Analyzer) independent manner.
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