A review on the integrated optimization techniques and machine learning approaches for modeling, prediction, and decision making on integrated energy systems

TM Alabi, EI Aghimien, FD Agbajor, Z Yang, L Lu… - Renewable Energy, 2022 - Elsevier
The optimal co-planning of the integrated energy system (IES) and machine learning (ML)
application on the multivariable prediction of IES parameters have mostly been carried out …

On the assessment and control optimisation of demand response programs in residential buildings

F Pallonetto, M De Rosa, F D'Ettorre, DP Finn - Renewable and Sustainable …, 2020 - Elsevier
The ability to control and optimise energy consumption at end-user level is of increasing
interest as a means to achieve a balance between supply and demand, particularly when …

Dual-Stackelberg game-based trading in community integrated energy system considering uncertain demand response and carbon trading

M Zhang, J Yang, P Yu, GDA Tinajero, Y Guan… - Sustainable Cities and …, 2024 - Elsevier
Given the uncertainties in integrated demand response and carbon trading mechanism, this
paper utilizes a dual-Stackelberg game framework to propose trading strategies among …

Robust capacity optimization methods for integrated energy systems considering demand response and thermal comfort

X Yang, Z Chen, X Huang, R Li, S Xu, C Yang - Energy, 2021 - Elsevier
Abstract Integrated Energy System can realize the cascade utilization of energy, which
improves the utilization of energy efficiently and reduce the carbon emission. Taking into …

Environmental economic dispatch of integrated regional energy system considering integrated demand response

L He, Z Lu, L Geng, J Zhang, X Li, X Guo - International Journal of Electrical …, 2020 - Elsevier
To reduce the emissions of greenhouse gases and air pollutants, various low-emission
measures have been taken in the power system, which are gradually intensifying the …

Prospects and characteristics of thermal and electrochemical energy storage systems

M De Rosa, O Afanaseva, AV Fedyukhin… - Journal of Energy …, 2021 - Elsevier
The integration of energy storage into energy systems is widely recognised as one of the key
technologies for achieving a more sustainable energy system. The capability of storing …

A novel multi-objective stochastic risk co-optimization model of a zero-carbon multi-energy system (ZCMES) incorporating energy storage aging model and integrated …

TM Alabi, L Lu, Z Yang - Energy, 2021 - Elsevier
To model a realistic and highly flexible zero-carbon multi-energy system (ZCMES), a novel
modelling strategy for ZCMES incorporating energy storage aging influence and integrated …

Community integrated energy system trading: a comprehensive review

L Chen, Q Xu, Y Yang, H Gao… - Journal of Modern Power …, 2022 - ieeexplore.ieee.org
Focused on life, consumption, and leisure, communities have been regarded as the basic
unit of energy use in a city owing to rapid urbanization, whose energy use density continues …

Demand response in buildings: Unlocking energy flexibility through district-level electro-thermal simulation

A Amin, O Kem, P Gallegos, P Chervet, F Ksontini… - Applied Energy, 2022 - Elsevier
European Union households account for 26% of the final energy consumption, yet their
participation in demand response (DR) schemes is virtually non-existent. Relatively small …

A review of methodologies for managing energy flexibility resources in buildings

O Pedram, E Asadi, B Chenari, P Moura… - Energies, 2023 - mdpi.com
The integration of renewable energy and flexible energy sources in buildings brings
numerous benefits. However, the integration of new technologies has increased the …