A two-stage stochastic programming model for the optimal design of distributed energy systems

Z Zhou, J Zhang, P Liu, Z Li, MC Georgiadis… - Applied Energy, 2013 - Elsevier
… -stage stochastic model for the optimal design of distributed … design problem into a two-stage
stochastic programming problem… is proposed to solve the stochastic programming problem. …

Optimal design of distributed energy resource systems based on two-stage stochastic programming

Y Yang, S Zhang, Y Xiao - Applied Thermal Engineering, 2017 - Elsevier
… Multiple uncertainties exist in the optimal design of distributed energy … optimal design of
DER systems with consideration of the uncertainties. A two-stage stochastic programming model

Two-stage stochastic programming formulation for optimal design and operation of multi-microgrid system using data-based modeling of renewable energy sources

D Han, JH Lee - Applied Energy, 2021 - Elsevier
… of a stochastic model for the … design-level decision problem (to determine the optimal
topology) beyond the usual operation-level ones by proposing a two-stage stochastic programming

A multi-year two-stage stochastic programming model for optimal design and operation of residential photovoltaic-battery systems

Z Zheng, X Li, J Pan, X Luo - Energy and buildings, 2021 - Elsevier
stochastic sizing-operating framework for optimal design and operation of grid-connected
residential photovoltaic (PV)-battery systems. The two-stage stochastic programming method …

Stochastic programming approach to optimal design and operations of integrated hydrocarbon biofuel and petroleum supply chains

K Tong, J Gong, D Yue, F You - ACS Sustainable Chemistry & …, 2014 - ACS Publications
… In this paper, we propose a two-stage stochastic MILP model for optimal design and strategic
planning of the integrated hydrocarbon biofuel and petroleum supply chain considering …

A stochastic programming approach toward optimal design and planning of an integrated green biodiesel supply chain network under uncertainty: A case study

Z Ghelichi, M Saidi-Mehrabad, MS Pishvaee - Energy, 2018 - Elsevier
… a two-stage stochastic programming model for the design of an integrated … design is an
environmentally friendly mixed-integer linear programming, multi-period and multi-product model

Optimum beam design via stochastic programming

E Žampachová, P Popela, M Mrázek - Kybernetika, 2010 - dml.cz
… of stochastic programming models and methods to civil engineering design problems. In
cooperation with experts in civil engineering, the problem concerning an optimal design of …

[图书][B] Lectures on stochastic programming: modeling and theory

… of contemporary models and ideas of stochastic programming, this book focuses on
optimization problems involving uncertain parameters for which stochastic models are available. …

A multi-objective stochastic programming approach for supply chain design considering risk

A Azaron, KN Brown, SA Tarim, M Modarres - International Journal of …, 2008 - Elsevier
… This way of generating different possible configurations will help the decision-maker
determine the best design among all generated Pareto-optimal solutions based on his/her …

Design of distributed energy systems under uncertainty: A two-stage stochastic programming approach

G Mavromatidis, K Orehounig, J Carmeliet - Applied energy, 2018 - Elsevier
… Section 3 presents the formulation of a two-stage stochastic program for the optimal design
of DES under uncertainty. Section 4 outlines the scenario generation approaches for the …