Robust design optimization of a photovoltaic-battery-heat pump system with thermal storage under aleatory and epistemic uncertainty

D Coppitters, W De Paepe, F Contino - Energy, 2021 - Elsevier
Combining photovoltaic arrays with batteries, heat pumps and thermal storage further
decarbonizes the heating sector. When evaluating the performance of such systems, the …

Surrogate-assisted robust design optimization and global sensitivity analysis of a directly coupled photovoltaic-electrolyzer system under techno-economic uncertainty

D Coppitters, W De Paepe, F Contino - Applied Energy, 2019 - Elsevier
To match intermittent solar energy supply with energy demand, power-to-hydrogen is a
viable solution. In this framework, designing a directly coupled photovoltaic-electrolyzer …

Robust design optimization and stochastic performance analysis of a grid-connected photovoltaic system with battery storage and hydrogen storage

D Coppitters, W De Paepe, F Contino - Energy, 2020 - Elsevier
Balancing of intermittent energy such as solar energy can be achieved by batteries and
hydrogen-based storage. However, combining these systems received limited attention in a …

Optimal home energy management under hybrid photovoltaic‐storage uncertainty: a distributionally robust chance‐constrained approach

P Zhao, H Wu, C Gu… - IET Renewable Power …, 2019 - Wiley Online Library
Energy storage and demand response (DR) resources, in combination with intermittent
renewable generation, are expected to provide domestic customers with the ability to …

Usage of the net present value-at-risk to design ground-coupled heat pump systems under uncertain scenarios

B Dusseault, P Pasquier - Renewable Energy, 2021 - Elsevier
Hybrid ground-coupled heat pump systems can efficiently heat and cool buildings by
exchanging heat with geological materials. Their sizing is, however, complex and their …

Multi-objective optimization of combined cooling, heating and power system considering the collaboration of thermal energy storage with load uncertainties

C Lu, J Wang, R Yan - Journal of Energy Storage, 2021 - Elsevier
A thermoelectric coupling limitation imposes the combined cooling, heating, and power
(CCHP) systems low performance under dynamic uncertainty. Energy storage is an effective …

Two-stage robust sizing and operation co-optimization for residential PV–battery systems considering the uncertainty of PV generation and load

M Aghamohamadi, A Mahmoudi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This article presents a two-stage adaptive robust optimization (ARO) for optimal sizing and
operation of residential solar photovoltaic (PV) systems coupled with battery units …

Robust optimization of the flexibility-constrained energy management problem for a smart home with rooftop photovoltaic and an energy storage

S Bahramara - Journal of Energy Storage, 2021 - Elsevier
The electrical energy systems have a large proportion in producing carbon dioxide (CO 2).
The renewable energy sources (RESs) are the main solutions to decrease the greenhouse …

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 …

Stochastic dynamic solution for off-design operation optimization of combined cooling, heating, and power systems with energy storage

J Kuang, C Zhang, B Sun - Applied Thermal Engineering, 2019 - Elsevier
Combined cooling, heating, and power (CCHP) systems are generally considered as a
viable solution to meeting both the electric and thermal demands of buildings in …