DQN-based battery dispatch with exact rainflow degradation tracking, cyclic time encodings, and observation stacking for superior energy arbitrage and load-following performance ...
Abstract: This study proposes a novel Mixed Integer Linear Programming (MILP) model for optimal management of Battery Energy Storage System (BESS) plants integrated with a realtime cycle counting ...
ABSTRACT: Aluminum light poles play a pivotal role in modern infrastructure, ensuring proper illumination along highways and in populated areas during nighttime. These poles typically feature ...
Abstract: This paper presents a method based on online rainflow counting algorithm to estimate the converter lifetime. Firstly, a fast and simple electro-thermal model of Insulated Gate Bipolar ...
The rainflow counting does not produce the same results as per the example given in ASTM E1049:85 - 2011. The ASTM example uses the follow series: y = [-2, 1, -3, 5 ...
ABSTRACT: Vibration failure of piping is a serious problem and a matter of concern for safety and reliability of plant operations. Fatigue is the main cause of such failures. Due to the complexity of ...
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