Neural Network-Based Imitation Learning for Approximating Stochastic Battery Management Systems

Lithium-ion batteries play a pivotal role in enabling eco-friendly mobility, particularly in electric vehicles, but optimizing their charging process to improve battery lifespan, safety, and overall efficiency remains a significant challenge. Traditional predictive control methods are limited by the...

Full description

Bibliographic Details
Published in:	IEEE Access
Main Authors:	Andrea Pozzi, Alessandro Incremona, Daniele Toti
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Imitation learning neural networks stochastic control battery management systems
Online Access:	https://ieeexplore.ieee.org/document/10973123/

Similar Items

Imitation Learning for Agnostic Battery Charging: A DAGGER-Based Approach
by: Andrea Pozzi, et al.
Published: (2023-01-01)

Optimizing Battery Charging Using Neural Networks in the Presence of Unknown States and Parameters
by: Andrea Pozzi, et al.
Published: (2023-04-01)

Imitation and the Transcendent
by: Per Bjørnar Grande
Published: (2021-12-01)

Potential for imitation as a dynamic capability of organisation
by: Krzakiewicz Kazimierz, et al.
Published: (2018-06-01)

A Critical Assessment of the Relationship between Imitation and Violence in Rene Girard’s View
by: Muhammad Husain Sadeqi, et al.
Published: (2018-11-01)

The controlled imitation task: a new paradigm for studying self-other control
by: Sukhvinder S. Obhi, et al.
Published: (2013-09-01)

Domain Adaptation for Imitation Learning Using Generative Adversarial Network
by: Tho Nguyen Duc, et al.
Published: (2021-07-01)

Effects of imitation and self-imitation practice on L2 pronunciation progress
by: Kusz Ewa
Published: (2022-12-01)

Deep Learning-Based Predictive Control for Optimal Battery Management in Microgrids
by: Silvana Matrone, et al.
Published: (2024-01-01)

Imitation tools for automated systems used in small arms testing
by: Vdovin, Aleksey Yu.
Published: (2021-05-01)

Social Learning between Groups: Imitation and the Role of Experience
by: Karl H. Schlag
Published: (2022-09-01)

Imitation learning with artificial neural networks for demand response with a heuristic control approach for heat pumps
by: Thomas Dengiz, et al.
Published: (2024-12-01)

The Imitation in the Paintings of Nineveh’s Artists
by: Awan Youssef Mahmoud
Published: (2025-10-01)

Evaluating the Empirical Evidence for the Two-Stage-Model of Infant Imitation. A Commentary on Paulus, Hunnius, Vissers and Bekkering (2011)
by: David eButtelmann, et al.
Published: (2012-11-01)

The Imitation of God
by: Novan
Published: (2025-07-01)

The Impact of Imitation Strategies, Managerial and Entrepreneurial Skills on Startups’ Entrepreneurial Innovation
by: Panagiotis Tsolakidis, et al.
Published: (2020-10-01)

Imitation Learning With Time-Varying Synergy for Compact Representation of Spatiotemporal Structures
by: Kyo Kutsuzawa, et al.
Published: (2023-01-01)

A Motion Capture and Imitation Learning Based Approach to Robot Control
by: Peteris Racinskis, et al.
Published: (2022-07-01)

General Decay Stability of Theta Approximations for Stochastic Delay Hopfield Neural Networks
by: Kai Liu, et al.
Published: (2025-08-01)

The effect of automatic imitation in serial movements with different effectors
by: Hiroshi Ito
Published: (2023-10-01)

Detecting unsafe behavior in neural network imitation policies for caregiving robotics
by: Andrii Tytarenko
Published: (2024-12-01)

Strategies of imitation
by: Richter Marijan
Published: (2018-01-01)

Implementing Listen and Imitate Technique to Improve Pronunciation Skill
by: Hasriani, et al.
Published: (2018-03-01)

Learning to Exercise by Imitation in Children Aged 6-7
by: B.C. Rata, et al.
Published: (2022-06-01)

The role of native phonology in spontaneous imitation: Evidence from Seoul Korean
by: Harim Kwon
Published: (2019-06-01)

Innovation and Imitation: Corporate Strategies for Global Competition
by: Silvio M. Brondoni
Published: (2012-06-01)

Les monnayages d’imitation dans les provinces du nord-ouest de l’Empire (2e moitié du IIIe siècle)
by: Fabien Pilon
Published: (2019-01-01)

Speaking fundamental frequency of original speakers and their imitators
by: Wolciech MAJEWSKI
Published: (2014-04-01)

Blog : si l’imitation fait genre…
by: Pascale Hellégouarc’h
Published: (2010-07-01)

Imitative statutes
by: Marek Smolak
Published: (2016-12-01)

Imitating a Safe Human Driver Behaviour in Roundabouts Through Deep Learning
by: A. S. J. Cervera, et al.
Published: (2020-02-01)

Proper Imitation, a Prerequisite for Creativity Imitative Learning in Architectural Education (Design Process)
by: Vahid Sadram
Published: (2017-08-01)

IMITATION STRATEGIES IN ENTREPRENEURSHIP: BIBLIOMETRIC ANALYSIS
by: S. I. Kravchenko, et al.
Published: (2023-07-01)

Imitation Learning with Graph Neural Networks for Improving Swarm Robustness under Restricted Communications
by: Ce Guo, et al.
Published: (2021-09-01)

Why imitation matters for a speech and language pathologist?
by: Khadija Saleem, et al.
Published: (2024-11-01)

A Hybrid Genetic Algorithm Based on Imitation Learning for the Airport Gate Assignment Problem
by: Cong Ding, et al.
Published: (2023-03-01)

Innovation and Imitation for Global Competitive Strategies. The Corporation Development Models of US, Japan, Korea, and Taiwan
by: Silvio M. Brondoni
Published: (2014-07-01)

Emergence of the discourse on the imitability of the Qur’an
by: Gharaibeh-Simonović Meysun
Published: (2024-01-01)

Self-reported empathy and neural activity during action imitation and observation in schizophrenia
by: William P. Horan, et al.
Published: (2014-01-01)

“But how then shall I imitate thee, and/ Copie thy fair, though bloudie hand?”(“The Thanksgiving”, vv.15-16)
by: Guillaume Coatalen
Published: (2012-01-01)