A two-stage distributionally robust optimization model for P2G-CCHP microgrid considering uncertainty and carbon emission

Z Siqin, DX Niu, X Wang, H Zhen, MY Li, J Wang - Energy, 2022 - Elsevier
The utilization of energy efficient combined cooling heat and power (CCHP) microgrid
systems provide an opportunity for us to considering both the increase of economic benefits …

An improved two-stage robust optimization model for CCHP-P2G microgrid system considering multi-energy operation under wind power outputs uncertainties

Y Li, F Zhang, Y Li, Y Wang - Energy, 2021 - Elsevier
The combined cooling, heating and power (CCHP) microgrid has the advantages of
promoting cleaner production and improving energy utilization efficiency. With the …

A Wasserstein based two-stage distributionally robust optimization model for optimal operation of CCHP micro-grid under uncertainties

Y Wang, Y Yang, L Tang, W Sun, B Li - International Journal of Electrical …, 2020 - Elsevier
Combined cooling, heating and power (CCHP) micro-grids are getting increasing attentions
due to the realization of cleaner production and high energy efficiency. However, with the …

Robust optimization of microgrid based on renewable distributed power generation and load demand uncertainty

J Yang, C Su - Energy, 2021 - Elsevier
The uncertainty of renewable distributed energy (photovoltaic, wind power, etc.) and load
demand in the microgrid poses challenges to the economy and safety of microgrid …

Wasserstein and multivariate linear affine based distributionally robust optimization for CCHP-P2G scheduling considering multiple uncertainties

Y Wang, Y Yang, H Fei, M Song, M Jia - Applied Energy, 2022 - Elsevier
Power-to-gas is an emerging energy conversion technology. When integrating power-to-gas
into the combined cooling, heating and power system, renewable generations can be further …

An optimized scheduling strategy combining robust optimization and rolling optimization to solve the uncertainty of RES-CCHP MG

X Yang, X Wang, Z Leng, Y Deng, F Deng, Z Zhang… - Renewable Energy, 2023 - Elsevier
The popularization of combined cooling, heating and power microgrid containing renewable
energy sources (RES-CCHP MG) can effectively alleviate the energy crisis and reduce the …

Data-driven distributionally robust co-optimization of P2P energy trading and network operation for interconnected microgrids

J Li, ME Khodayar, J Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper proposes a data-driven distributionally robust co-optimization model for the peer-
to-peer (P2P) energy trading and network operation of interconnected microgrids (MGs). In …

Distributionally robust optimal dispatch of CCHP campus microgrids considering the time-delay of pipelines and the uncertainty of renewable energy

W Liang, S Lin, S Lei, Y Xie, Z Tang, M Liu - Energy, 2022 - Elsevier
Considering the time-delay of energy transmission in cooling/heating pipelines and the
uncertainty of renewable energy (RE), a distributionally robust optimal (DRO) dispatch …

P-robust energy management of a multi-energy microgrid enabled with energy conversions under various uncertainties

V Khaligh, A Ghezelbash, M Mazidi, J Liu, JH Ryu - Energy, 2023 - Elsevier
Given the optimistic future of hydrogen energy in transition toward a low-carbon society,
hydrogen subsystem and its role in the optimal energy management of multi-energy …

A stochastic-robust coordinated optimization model for CCHP micro-grid considering multi-energy operation and power trading with electricity markets under …

Y Wang, L Tang, Y Yang, W Sun, H Zhao - Energy, 2020 - Elsevier
The combined cooling, heating and power (CCHP) micro-grids are getting increasing
attentions due to the realizations of higher energy efficiency etc. The deepening of electricity …