Safe reinforcement learning for multi-energy management systems with known constraint functions
Reinforcement learning (RL) is a promising optimal control technique for multi-energy management systems. It does not require a model a priori - reducing the upfront and ongoing project-specific engineering effort and is capable of learning better ...
Glenn Ceusters +4 more
doaj +1 more source
Hidden Node Detection between Observable Nodes Based on Bayesian Clustering
Structure learning is one of the main concerns in studies of Bayesian networks. In the present paper, we consider networks consisting of both observable and hidden nodes, and propose a method to investigate the existence of a hidden node between ...
Keisuke Yamazaki, Yoichi Motomura
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Massive MIMO for Wireless Sensing with a Coherent Multiple Access Channel [PDF]
We consider the detection and estimation of a zero-mean Gaussian signal in a wireless sensor network with a coherent multiple access channel, when the fusion center (FC) is configured with a large number of antennas and the wireless channels between the ...
Chen, Jie +3 more
core +2 more sources
The pore structure and distribution characteristics have important influences on the physical and mechanical properties of expansive soils. The pore characteristics of the expansive soils before and after improvement treatment of lime-volcanic ash are ...
AN Ai-jun 1, LIAO Jing-yun 2
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Log-biharmonicity and a Jensen formula in the space of quaternions [PDF]
Given a complex meromorphic function, it is well defined its Riesz measure in terms of the laplacian of the logarithm of its modulus. Moreover, related to this tool, it is possible to prove the celebrated Jensen formula. In the present paper, using among
Altavilla, Amedeo, Bisi, Cinzia
core +2 more sources
Temperature, not LuxS, mediates AI-2 formation in hydrothermal habitats [PDF]
Quorum sensing provides the basis for coordinating community-wide, microbial behaviors in many mesophilic bacteria. However, little attention has been directed toward the possibility that such phenomena occur in extremely thermal microbial environments.
Jason D. Nichols +3 more
openaire +3 more sources
Stability analysis of reinforced soil slopes based on observation of reinforcement-effected strip
In order to observe the effected strip of geogrid-reinforcement, a series of geogrid pull-out tests are conducted in a test box which has one Plexiglas wall, applied 4 different vertical pressures on each specimen prepared respectively with 6 granular ...
HU You-chang 1, JIN Shao-wei 1, SONG Liang 2, MAO Ai-min 2, LIU Jie 2
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S ‐Aryl‐ l ‐cysteine sulphoxides and related organosulphur compounds alter oral biofilm development and AI ‐2‐based cell–cell communication [PDF]
Aims To design and synthesize a library of structurally related, small molecules related to homologues of compounds produced by the plant Petiveria alliacea and determine their ability to interfere with AI ‐2 cell–cell communication and biofilm ...
Cady, N.C. +5 more
core +1 more source
Dynamic analysis of pre-stressed elastic plates resting on layered soils
Based on the analytical layer-element method and classical the elastic thin plate theory, a method for solving the vertical dynamic interaction between the layered soils and the pre-stressed elastic plates is proposed.
LIU Chun-lin 1, 2, 3, AI Zhi-yong 2, TANG Meng-xiong 1, HU He-song 1
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One-dimensional electroosmosis consolidation model considering variable saturation
The existing models for electroosmosis are based on the hypothesis of fully saturated soil regime. Variable saturation occurs in the soil regime, thus a new model is expected to improve the calculation accuracy.
ZHOU Ya-dong 1, 2, DENG An 3, LIU Zhong-xian 1, 2, YANG Ai-wu 1, 2, ZHANG Hai 1, 2
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