Markov decision process for current density optimization to improve hydrogen production by water electrolysis

Markov decision process for current density optimization to improve hydrogen production by water electrolysis

Maximizing the hydrogen evolution reaction (HER) remains challenging due to its nonlinear kinetics and complex charge interactions within the electric double layer (EDL). This study introduces an adaptive current density control approach using a Markov Decision Process (MDP) to enhance HER performan...

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Bibliographic Details
Main Authors: Purnami Purnami, Willy Satrio Nugroho, Wresti L. Anggayasti, Yepy Komaril Sofi'i, I.N.G. Wardana
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Electrochemistry Communications
Subjects:
Hydrogen evolution reaction
Alkaline water electrolysis
Markov decision process
Electric double layer
Current density
Online Access:http://www.sciencedirect.com/science/article/pii/S1388248125001262
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http://www.sciencedirect.com/science/article/pii/S1388248125001262

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