The multi-energy system (MES) provides a good environment for the local consumption of renewable energy such as wind and solar power because its high operational flexibility. In MES, hybrid storage (HESS) composed battery thermal tank plays an important role in enhancing reliability, economics, Hence, determining optimal size HESS MES is critical problem but has not received enough attention. l...

Extended aircraft arrival management under uncertainty has been previously studied in the literature using two-stage stochastic optimization case of a single initial approach fix (IAF) and runway. In this paper, we propose an extension taking into account: (i) multiple IAFs feeding landing runway, (ii) having different flight status (at-departure-gate or airborne) when making first-stage decisi...

Cascading failure of road transport networks caused by complex sequential natural hazards adversely affects the use pre-positioning relief supplies. Therefore, it is vital to improve transportation network resilience supplies using an optimization model. The purpose this paper pre-position and distribute in uncertain scenarios hazards. A two-stage stochastic programming model maximize total pro...

This paper proposes a coordinated charging scheduling approach for battery electric buses (BEBs) in hybrid scheme, i.e., both plug-in fast and battery-swapping modes are incorporated single station. To accommodate the uncertain energy consumption during bus operation, two-stage stochastic program is formulated, where first stage decision determines inventory level of each station second mode de...

This paper develops a model for the closed-loop supply chain network design with disruption risk. By considering supply disruption, two factors including extra inventory and lateral transshipment are used as resilience strategies. The main purpose is to reduce the supply chain costs due to the location decisions, quantity of products between different levels and lost sale. Disruption in a suppl...

This paper presents the design and implementation details of an email synthesizer using two-stage stochastic natural language generation, where the first stage structures the emails according to sender style and topic structure, and the second stage synthesizes text content based on the particulars of an email structure element and the goals of a given communication for surface realization. The...

Optimization under Uncertainty Optimization under Uncertainty: An Overview Urmila Diwekar . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 Two-Stage Stochastic Linear Programming: A Tutorial Vicente Rico-Ramirez . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 Combinatorial Optimization under Uncertainty Ki-Joo Kim . . . . . . . . . . . . . . . . . . . . . . . . . . ...