Deep learning-based transient stability assessment has achieved big success in power system analyses. However, it is still unclear how much of the data superfluous and which samples are important for training. In this work, we introduce latest technique from artificial intelligence community to evaluate significance used deep learning model assessment. From empirical experiments, found that nea...

This paper develops a method for nodal pricing and market clearing mechanism considering reliability of the system. The effects of components reliability on electricity price, market participants’ profit and system social welfare is considered. This paper considers reliability both for evaluation of market participant’s optimality as well as for fair pricing and market clearing mechanism. To ac...

Tissue optical clearing technique shows a great potential for neural imaging with high resolution, especially for connectomics in brain. The passive clarity technique (PACT) is a relative simple clearing method based on incubation, which has a great advantage on tissue transparency, fluorescence preservation and immunostaining compatibility for imaging tissue blocks. However, this method suffer...

Light scattering in biological tissues can be reduced by using optical clearing agents. Various physical methods in conjunction with agents have been studied to enhance the optical clearing efficacy of skin for diagnostic and therapeutic applications. In this study, we propose a new physical method to enhance the optical clearing potential of topically applied glycerol. A microneedle roller is ...

Whole-tissue quantification at single-cell resolution has become an inevitable approach for further quantitative understanding of morphogenesis in organ development. The feasibility of the approach has been dramatically increased by recent technological improvements in optical tissue clearing and microscopy. However, the series of procedures required for this approach to lead to successful whol...

The present study aimed to investigate the feasibility of applying contrast-enhanced ultrasonography (CEUS) imaging technology for distinguishing between benign and malignant endometrial lesions, and to screen markers that could be correlated with the pathological results. In this study, endometrial diseases were diagnosed by biopsy under hysteroscopy and CEUS examinations. The intensity and ti...

The clearing of lipid emulsions by postheparin plasma from rabbits or human beings was accompanied regularly by a sharp reduction in the recalcification time of the plasma. No change in blood coagulation took place when the activity of lipoprotein lipase, the clearing enzyme, was inhibited by means of heat or the action of a surface-active agent. In control studies, the recalcification time of ...

This thesis studies the stochastic clearing systems which are characterized by a nondecreasing stochastic input process {Y (t), t ≥ 0}, where Y (t) is the cumulative quantity entering the system in [0, t], and an output mechanism that intermittently and instantaneously clears the system. Examples of such systems can be found in shipment consolidation, inventory backlog, lot sizing, shuttle bus ...

In this article, a new approach is proposed to include parametric uncertainties in the analysis of transient stability power systems by using intervals. Two methodologies based on interval were developed and implemented: (i) robust extension potential energy boundary surface method combined with arithmetic (ii) an optimization formulation for problem. The enable one obtain closed-form expressio...