A comprehensive survey on NSGA-II for multi-objective optimization and applications

H Ma, Y Zhang, S Sun, T Liu, Y Shan - Artificial Intelligence Review, 2023 - Springer
In the last two decades, the fast and elitist non-dominated sorting genetic algorithm (NSGA-
II) has attracted extensive research interests, and it is still one of the hottest research …

State-of-the-art generation expansion planning: A review

NE Koltsaklis, AS Dagoumas - Applied energy, 2018 - Elsevier
Abstract The long-term Generation Expansion Planning (GEP) problem determines the
optimal type of energy technologies, size, location, and time construction of new power …

Long-term, multi-stage low-carbon planning model of electricity-gas-heat integrated energy system considering ladder-type carbon trading mechanism and CCS

D Lei, Z Zhang, Z Wang, L Zhang, W Liao - Energy, 2023 - Elsevier
Integrated energy system (IES) is considered as an effective means to improve efficiency
and reduce carbon emissions. To further improve the efficiency and low-carbon benefits of …

Planning shared energy storage systems for the spatio-temporal coordination of multi-site renewable energy sources on the power generation side

X Song, H Zhang, L Fan, Z Zhang, F Peña-Mora - Energy, 2023 - Elsevier
The application prospects of shared energy storage services have gained widespread
recognition due to the increasing use of renewable energy sources. However, the decision …

Multi-stage distributionally robust stochastic dual dynamic programming to multi-period economic dispatch with virtual energy storage

T Ding, X Zhang, R Lu, M Qu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
A virtual energy storage (VES) model is proposed in this paper to accommodate renewable
energy under a special market regulation. Such VESs can provide or consume electricity to …

Energy systems planning: A survey on models for integrated power and natural gas networks coordination

M Farrokhifar, Y Nie, D Pozo - Applied Energy, 2020 - Elsevier
Over the last years, gas-fired power capacity investments in electricity networks have
increased in many countries due to its low-rate of greenhouse gas emissions and the …

Reliability evaluation for integrated power-gas systems with power-to-gas and gas storages

Z Zeng, T Ding, Y Xu, Y Yang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The reliability evaluation of integrated power-gas systems (IPGS) becomes critical due to the
high dependency of the two energy systems. Once a contingent incident happens in one …

A multi-agent game based joint planning approach for electricity-gas integrated energy systems considering wind power uncertainty

N Yang, T Qin, L Wu, Y Huang, Y Huang, C **ng… - Electric Power Systems …, 2022 - Elsevier
To improve the effective planning of electricity-gas integrated energy systems (EGIES)
among various stakeholders with distinct interests, a multi-agent game based joint long-term …

Multi-stage stochastic programming with nonanticipativity constraints for expansion of combined power and natural gas systems

T Ding, Y Hu, Z Bie - IEEE Transactions on Power Systems, 2017 - ieeexplore.ieee.org
A novel multi-stage stochastic programming model is proposed for the expansion
coplanning of gas and power networks considering the uncertainties in net load demand …

Day-ahead dispatch of integrated electricity and natural gas system considering reserve scheduling and renewable uncertainties

F Liu, Z Bie, X Wang - IEEE Transactions on Sustainable …, 2018 - ieeexplore.ieee.org
For secure operation of integrated electricity and natural gas system (IEGS), reserve is a
useful support to manage renewable uncertainties and N− 1 contingencies. Thus, a day …