A two-stage stochastic-robust optimization for a hybrid renewable energy CCHP system considering multiple scenario-interval uncertainties

R Yan, J Wang, J Wang, L Tian, S Tang, Y Wang… - Energy, 2022 - Elsevier
The optimal device capacity can impose the hybrid combined cooling, heating and power
(CCHP) system integrated with renewable energy on both the significant energy, economy …

Stochastic multi-scenario optimization for a hybrid combined cooling, heating and power system considering multi-criteria

R Yan, Z Lu, J Wang, H Chen, J Wang, Y Yang… - Energy Conversion and …, 2021 - Elsevier
Combined cooling, heating and power (CCHP) system integrated with multiple renewable
energies can improve the environmental performance while increasing the dependency on …

Machine-learning based study on the on-site renewable electrical performance of an optimal hybrid PCMs integrated renewable system with high-level parameters' …

Y Zhou, S Zheng, G Zhang - Renewable Energy, 2020 - Elsevier
The uncertainty and sensitivity analyses for multivariables of the optimal system based on
deterministic parameters are necessary, as multivariables are full of uncertainties in the real …

Combined multi-objective optimization and robustness analysis framework for building integrated energy system under uncertainty

M Wang, H Yu, R Jing, H Liu, P Chen, C Li - Energy Conversion and …, 2020 - Elsevier
The optimal design of building integrated energy system is sensitive to the variation of
uncertain parameters. For addressing the tradeoff of uncertainty and optimality-robustness …

Short-term stochastic optimization of a hydro-wind-photovoltaic hybrid system under multiple uncertainties

F Zhu, P Zhong, B Xu, W Liu, W Wang, Y Sun… - Energy Conversion and …, 2020 - Elsevier
With the increasing emphasis on environmental problems and climate change, renewable
energy sources have been developed globally to push modern power systems towards …

A probability constrained multi-objective optimization model for CCHP system operation decision support

M Hu, H Cho - Applied Energy, 2014 - Elsevier
Due to its capability to reduce carbon dioxide emission and to increase energy efficiency,
the combined cooling, heating, and power (CCHP) system has attracted great attention …

Optimization strategy based on robust model predictive control for RES-CCHP system under multiple uncertainties

X Dong, C Zhang, B Sun - Applied Energy, 2022 - Elsevier
The economic operation of renewable energy sources (RES) integrated with a combined
cooling, heating, and power system significantly improves energy utilization and reduces …

Optimal design of hybrid combined cooling, heating and power systems considering the uncertainties of load demands and renewable energy sources

J Wang, X Qi, F Ren, G Zhang, J Wang - Journal of cleaner production, 2021 - Elsevier
The uncertainties such as loads and renewable energy sources have significant impacts on
operational performances of hybrid combined cooling, heating, and power (CCHP) systems …

Flexibility improvement and stochastic multi-scenario hybrid optimization for an integrated energy system with high-proportion renewable energy

R Yan, J Wang, S Huo, Y Qin, J Zhang, S Tang… - Energy, 2023 - Elsevier
A strong heat-power coupling limitation, uncontrollable renewable energy, and the grid's
limited adjustment capacity deteriorate the operational performance and increase the …

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 …