Cover Image

Research on integrated intelligent energy management system based on big data analysis and machine learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Jinzhou, Zhang, Yadan, Tapia, Paola
Format:	Preprint
Published:	2025
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-Objective Operational Optimization of Energy Storage Systems in User-Side Microgrids
by: Xu, Jinzhou, et al.
Published: (2026)

Indoor thermal comfort management: A Bayesian machine-learning approach to data denoising and dynamics prediction of HVAC systems
by: Penuela, Javier, et al.
Published: (2025)

Independent policy gradient-based reinforcement learning for economic and reliable energy management of multi-microgrid systems
by: Hu, Junkai, et al.
Published: (2025)

Scalable machine learning-based approaches for energy saving in densely deployed Open RAN
by: Liang, Xuanyu, et al.
Published: (2026)

Economic data-enabled predictive control using machine learning
by: Yan, Mingxue, et al.
Published: (2025)

Smart energy management: process structure-based hybrid neural networks for optimal scheduling and economic predictive control in integrated systems
by: Wu, Long, et al.
Published: (2024)

Aperiodic two-layer energy management system for community microgrids based on blockchain strategy
by: Abeleira, Miguel Gayo, et al.
Published: (2024)

Resilient expansion planning of virtual energy plant with an integrated energy system -- reliability criteria of lines and towers
by: Mishra, Sambeet, et al.
Published: (2021)

Collaborative planning of integrated hydrogen energy chain multi-energy systems: A review
by: Yia, Xinning, et al.
Published: (2024)

Multi-dimensional evaluation on a rural integrated energy system including solar, wind, biomass and geothermal energy
by: Lia, Ruonan, et al.
Published: (2025)

Hybrid integrator-gain system based integral resonant controllers for negative imaginary systems
by: Shi, Kanghong, et al.
Published: (2024)

Real-time hybrid controls of energy storage and load shedding for integrated power and energy systems of ships
by: Vu, Linh, et al.
Published: (2024)

Deep reinforcement learning-based joint real-time energy scheduling for green buildings with heterogeneous battery energy storage devices
by: Liu, Chi, et al.
Published: (2025)

Suppressing unknown disturbances to dynamical systems using machine learning
by: Restrepo, Juan G., et al.
Published: (2023)

A review of the calculation methods of optimal power flow in integrated energy systems
by: Huangpu, Xialiang
Published: (2024)

Rationalising data collection for supporting decision making in building energy systems using Value of Information analysis
by: Langtry, Max, et al.
Published: (2024)

Online energy management system for a fuel cell/battery hybrid system with multiple fuel cell stacks
by: Shi, Junzhe, et al.
Published: (2023)

On the threshold of excitable systems: An energy-based perspective
by: Sepulchre, Rodolphe, et al.
Published: (2025)

Electric power system security: the case for an integrated cyber-physical risk management framework
by: Karangelos, Efthymios, et al.
Published: (2025)

Hybrid physics-informed metabolic cybergenetics: process rates augmented with machine-learning surrogates informed by flux balance analysis
by: Espinel-Ríos, Sebastián, et al.
Published: (2024)

An intrusion detection system in internet of things using grasshopper optimization algorithm and machine learning algorithms
by: Sattarpour, Shiva, et al.
Published: (2025)

Self-tuning moving horizon estimation of nonlinear systems via physics-informed machine learning Koopman modeling
by: Yan, Mingxue, et al.
Published: (2024)

Application of the learning from errors principle in tufting machines
by: Shao, Longxiang, et al.
Published: (2025)

Stability analysis of nonlinear stochastic flexibility function in smart energy systems
by: Tohidi, Seyed Shahabaldin, et al.
Published: (2024)

A full-time scale energy management and battery size optimization for off-grid renewable power to hydrogen systems: A battery energy storage-based grid-forming case in Inner Mongolian
by: Zhu, Jie
Published: (2024)

Symmetric Hermite quadrature-based balanced truncation for learning linear dynamical systems from derivative data
by: Reiter, Sean, et al.
Published: (2026)

An efficient data-based off-policy Q-learning algorithm for optimal output feedback control of linear systems
by: Alsalti, Mohammad, et al.
Published: (2023)

Efficient simulation strategy for PCM-based cold-energy storage systems
by: Bejarano, G., et al.
Published: (2024)

Equilibrium points and stability of synchronous machine systems
by: Khodabakhshloo, Maryam, et al.
Published: (2026)

Unsupervised machine learning for data-driven rock mass classification: addressing limitations in existing systems using drilling data
by: Hansen, T. F., et al.
Published: (2024)

Quantifying cascading power outages during climate extremes considering renewable energy integration
by: Xu, Luo, et al.
Published: (2024)

Interpretable machine-learning for predicting molecular weight of PLA based on artificial bee colony optimization algorithm and adaptive neurofuzzy inference system
by: Masoumi, Amir Pouya, et al.
Published: (2025)

Low-carbon optimal dispatch of integrated energy system considering demand response under the tiered carbon trading mechanism
by: Wang, Limeng, et al.
Published: (2023)

Optimal price signal generation for demand-side energy management
by: Tohidi, Seyed Shahabaldin, et al.
Published: (2024)

Real-time optimization of thermoelectric coolers' performance based on energy and exergy analysis
by: Amiri-Margavi, Alireza, et al.
Published: (2024)

HomeLabGym: A real-world testbed for home energy management systems
by: Van Puyvelde, Toon, et al.
Published: (2024)

Lagrangian-based online safe reinforcement learning for state-constrained systems
by: Bandyopadhyay, Soutrik, et al.
Published: (2023)

Data-based approaches to learning and control by similarity between heterogeneous systems
by: Wang, Chenchao, et al.
Published: (2024)

A control system framework for counterfactuals: an optimization based approach
by: De Paola, Pierluigi Francesco, et al.
Published: (2025)

Flexible nuclear power and fluctuating renewables? -- A techno-economic analysis for decarbonized energy systems
by: Göke, Leonard, et al.
Published: (2023)