Driver status plays a critical role in ensuring driving safety. However, the current visual recognition-based methods for detecting driver actions and are often limited to factors such as ambient light condition, occlusion, privacy concerns. In contrast, millimeter-wave radar offers various advantages high accuracy, ease of integration, insensitivity low cost; therefore, it has been widely used monitoring vital signals action recognition. Despite this, existing studies on recognition have...

The application of the large-capacity energy storage and heat devices in an integrated system with a high proportion wind power penetration can improve flexibility accommodation capacity system. However, efficiency cost flexible resource should also be taken into consideration when improving new capacity. Based on these considerations, authors try to construct joint optimal scheduling model for day-ahead that considers flexibility. supplies will modeled separately, which enables universal...

With the continuous improvement of substation automation, number communication equipment has risen sharply, network topology is more complicated, and problem unable to locate fault process-level networks quickly accurately become prominent. Under this background, improve maintenance efficiency in smart substation, article proposes a method for location based on deep neural networks. Based redundant monitoring state, feature information different nodes message transmission process analyzed,...

The wind–heat conflict and wind power uncertainty are the main factors leading to phenomenon of curtailment during heating period in northern region China. In this paper, a multi-time scale optimal scheduling strategy for combined heat system is proposed. Considering temporal dependence fluctuation, intra-day scenario generation method put forward, both day-ahead optimization models based on established maximize system’s revenue. case analyzes impacts initial storage capacity device...

In order to improve the control ability of human body in process physical training, it is necessary carry out inverse simulation analysis training and establish model training. The complex problem high-dimensional spatial motion planning involved decomposed into a series sub-problems low-dimensional space, inertial attitude parameter fusion carried according position pose state end workspace during design sensor node base station system can realize real-time collection parameters collectors....

Abstract The accurate positioning of the voltage sag disturbance source relative to monitoring point helps clarify responsibilities both parties. This paper proposes a brand-new single-frequency cross S-transform perturbation power method for locating sources. First, and current signals collected at are transformed into single fundamental frequency S obtain complex vector current; then, is subjected transformation. module extracts instantaneous apparent power, then obtains power; finally,...

The work concentrates on a prototype system architecture for mining temporal patterns. As part of that, generic and periodic patterns are formally defined the problem is described. components discussed in detail. this architecture, it recognised that order to find useful knowledge, user KDD has select relevant data subset, identify suitable classes define good criteria interestingness To help users achieve this, expected powerful languages can be used express different ad hoc tasks. For...

The schemes are presented for realizing optical Bell-state and GHZ-state analyzers through the Faraday rotation, which results from polarization photon reflected by cavity with trapped atom. They can be extended to case of completely distinguishing without destroying quantum qubit. In schemes, strong-coupling condition is not needed implemented in low-Q cavity, further lower diffculty experiment.

Background Alzheimer's disease (AD) is a common neurodegenerative disease, where neuroinflammation significantly influences its pathophysiology by driving the disease's pathological cascade. As pro-inflammatory regulator, miR-125b-5p contributes to AD progression, though precise role and mechanisms remain unclear. Objective We aims identify mRNAs regulated in uncover key neuroinflammatory pathways. Methods Target were predicted using online databases analyzed with two mRNA datasets...

This paper reports our simulation of the starting process oscillation in a 42 GHz gyrotron using CST Particle Studio. The computer model is setup similar parameters Ref[1]. We have looked into mode competition and building up this gyrotron's model. Also, we investigated influence external magnetic field azimuthal corrugation on operation.

We propose schemes to generate an n-coherent-pulse GHZ state and a cluster via the interaction between n coherent pulses two-sided cavity. In these schemes, strong coupling condition is not needed, which makes protocols possibly able be implemented based on current experiment technology.

Abstract With the promotion of market-oriented reform China’s electric power industry, carrying out day-ahead market transactions has become an important way to promote new energy wind consumption. This paper designs a transaction and settlement model considering various trading modes consumption, puts forward method based on absorption, combining medium-term long-term contract with transaction. In order deal uncertainty power, multi-scenario probability is adopted, scenario subtraction used...

This paper proposes scalable schemes to generate the Greenberger–Horne–Zeilinger (GHZ) state and cluster with atomic ensembles via dipole blockade mechanism on an atom chip, where qubit is not carried by a single but ensemble. In protocols, multiqubit entangled states are determinately prepared. Needlessness for single-photon source further decreases complexity of experiment. Based present laboratory technique, may be realized. The achieved results reveal prospect large-scale quantum...