Deep learning-based rolling horizon unit commitment under hybrid uncertainties
Sign Up to like & getrecommendations! Published in 2019 at "Energy"
DOI: 10.1016/j.energy.2019.07.173
Abstract: Abstract Unit commitment is an optimization problem in power systems, which aims to satisfy future load at minimal cost by scheduling the on/off state and output of generation resources like thermal units. One challenge herein… read more here.
Keywords: unit commitment; unit; rolling horizon; power ... See more keywords
A Real-Time Rolling Horizon Chance Constrained Optimization Model for Energy Hub Scheduling
Sign Up to like & getrecommendations! Published in 2020 at "Sustainable Cities and Society"
DOI: 10.1016/j.scs.2020.102417
Abstract: Abstract Multi-energy systems are effective means to enhance energy efficiency and enable sustainable cities. This paper proposes an energy hub (EH) model that integrates the energy storage systems, photovoltaic arrays, combined cooling heating and power… read more here.
Keywords: real time; rolling horizon; model; energy ... See more keywords
On Supervised On-Line Rolling-Horizon Control for Infinite-Horizon Discounted Markov Decision Processes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2023.3274791
Abstract: This note re-visits the rolling-horizon control approach to the problem of a Markov decision process (MDP) with infinite-horizon discounted expected reward criterion. Distinguished from the classical value-iteration approach, we develop an asynchronous on-line algorithm based… read more here.
Keywords: horizon control; rolling horizon; control; infinite horizon ... See more keywords
Dynamic Rolling Horizon Scheduling of Waterborne AGVs for Inter Terminal Transportation: Mathematical Modeling and Heuristic Solution
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2021.3102998
Abstract: The demand for transport between terminals within port areas, known as inter terminal transportation (ITT), is increasing. This paper proposes a dynamic rolling horizon scheduling strategy for ITT using a fleet of waterborne Autonomous Guided… read more here.
Keywords: waterborne agvs; rolling horizon; transportation; horizon ... See more keywords