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 …

Electric power industry: Operational and public policy challenges and opportunities

GG Parker, B Tan, O Kazan - Production and Operations …, 2019 - journals.sagepub.com
The electric power industry is undergoing dramatic change driven by rapid technological
transformation, concern over climate change, and evolving market structures. As a result …

Stochastic optimization of economic dispatch for microgrid based on approximate dynamic programming

H Shuai, J Fang, X Ai, Y Tang, J Wen… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper proposes an approximate dynamic programming (ADP)-based approach for the
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

H Shuai, J Fang, X Ai, J Wen… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
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 …

An optimal solutions-guided deep reinforcement learning approach for online energy storage control

G Xu, J Shi, J Wu, C Lu, C Wu, D Wang, Z Han - Applied Energy, 2024 - Elsevier
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 …

Battery storage systems: An economic model-based analysis of parallel revenue streams and general implications for industry

F Braeuer, J Rominger, R McKenna, W Fichtner - Applied Energy, 2019 - Elsevier
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 …

Motivations and options for deploying hybrid generator-plus-battery projects within the bulk power system

W Gorman, A Mills, M Bolinger, R Wiser, NG Singhal… - The Electricity …, 2020 - Elsevier
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 …

Increasing the action gap: New operators for reinforcement learning

MG Bellemare, G Ostrovski, A Guez… - Proceedings of the …, 2016 - ojs.aaai.org
This paper introduces new optimality-preserving operators on Q-functions. We first describe
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 …

M Kong, W Wang, M Deveci, Y Zhang… - … Journal of Production …, 2024 - Taylor & Francis
The semiconductor industry is a resource-intensive sector that heavily relies on energy,
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

E Bjørndal, MH Bjørndal, S Coniglio, MF Körner… - European Journal of …, 2023 - Elsevier
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 …