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Energy management for stationary electric energy storage systems: A systematic literature review
T Weitzel, CH Glock - European Journal of Operational Research, 2018 - Elsevier
Abstract Electric Energy Storage Systems (EESS) have received an increased attention in
recent years due to their important role in an active management of energy supply systems …
recent years due to their important role in an active management of energy supply systems …
Electric power industry: Operational and public policy challenges and opportunities
The electric power industry is undergoing dramatic change driven by rapid technological
transformation, concern over climate change, and evolving market structures. As a result …
transformation, concern over climate change, and evolving market structures. As a result …
Stochastic optimization of economic dispatch for microgrid based on approximate dynamic programming
This paper proposes an approximate dynamic programming (ADP)-based approach for the
economic dispatch (ED) of microgrid with distributed generations. The time-variant …
economic dispatch (ED) of microgrid with distributed generations. The time-variant …
Optimal real-time operation strategy for microgrid: An ADP-based stochastic nonlinear optimization approach
This paper proposes an approximate dynamic programming (ADP) based algorithm for the
real-time operation of the microgrid under uncertainties. First, the optimal operation of the …
real-time operation of the microgrid under uncertainties. First, the optimal operation of the …
An optimal solutions-guided deep reinforcement learning approach for online energy storage control
As renewable energy becomes more prevalent in the power grid, energy storage systems
(ESSs) are playing an ever-increasingly crucial role in mitigating short-term supply–demand …
(ESSs) are playing an ever-increasingly crucial role in mitigating short-term supply–demand …
Battery storage systems: An economic model-based analysis of parallel revenue streams and general implications for industry
This paper evaluates the economic potential of energy flexibility in 50 different German small
and medium sized enterprises (SMEs) through the installation of a battery storage system …
and medium sized enterprises (SMEs) through the installation of a battery storage system …
Motivations and options for deploying hybrid generator-plus-battery projects within the bulk power system
Growth in US utility-scale hybrid battery projects suggests potential advantages currently
outweigh disadvantages. Today's 4.6 GW of hybrid capacity is accompanied by 14.7 GW in …
outweigh disadvantages. Today's 4.6 GW of hybrid capacity is accompanied by 14.7 GW in …
Increasing the action gap: New operators for reinforcement learning
This paper introduces new optimality-preserving operators on Q-functions. We first describe
an operator for tabular representations, the consistent Bellman operator, which incorporates …
an operator for tabular representations, the consistent Bellman operator, which incorporates …
A novel carbon reduction engineering method-based deep Q-learning algorithm for energy-efficient scheduling on a single batch-processing machine in …
The semiconductor industry is a resource-intensive sector that heavily relies on energy,
water, chemicals, and raw materials. Within the semiconductor manufacturing process, the …
water, chemicals, and raw materials. Within the semiconductor manufacturing process, the …
Energy storage operation and electricity market design: On the market power of monopolistic storage operators
The rapid growth of the share of energy generated via renewable sources highly challenges
grid stability. Flexibility is key to balance the electricity supply and demand. As a relatively …
grid stability. Flexibility is key to balance the electricity supply and demand. As a relatively …