Microgrid is an effective way to improve the utilization rate of renewable energy and indispensable part recent power networks. In microgrids, deployment management systems (EMS) ensures stable operation maximizes efficiency. Due uncertainty non-steerable generation non-flexible consumption in microgrid, it challenging design algorithm schedule steerable generators storage. To address this problem, system modeled as a Markov Decision Process (MDP) with continuous action space paper. Then...

With the rapid construction of power systems and electric lines in China, traditional manual inspection method has become inefficient is unable to meet requirements transmission, transformation, distribution network businesses system. As a result, researchers have conducted extensive research on UAV intelligent technology applied it system, which provides greater convenience for enterprises inspect mountainous areas other complex terrain areas. However, involves many professional fields,...

With the large number of distributed users in microgrid, order to efficiently utilize massive microgrid measurements and accurately assess potential take part demand response, this paper proposed a data-driven visual assessment scheme users' response potential. Firstly, according daily operation power data four typical users, evaluation index was designed, weighted value formed by objective weighting method. Then, system visualized based on deep auto-encoder improve convenience perceptual...

Applying Power Line Communication (PLC) technology in avionics provides an excellent solution for providing low aircraft weight, high transmission speed, stability and good shielding performance. Avionics system designers had promoted some pioneering projects such as the EC FP7 TAUPE project to apply PLC based interconnections. Although many electronic parts could be available due success in-home Local Area Network applications, requirements safety complicated environment has been asking...

Microgrid is a small power system composed of distributed energy resources, and its management strategy (EMS) great significance for improving utilization efficiency reducing waste. However, due to the complexity uncertainty microgrid, traditional reinforcement learning algorithm has problem low sample when applied this system. In order solve problem, sample-efficient proposed in paper. The trains optimizes model by establishing state-action-reward interacting with simulation environment....

Wireless avionics intra-communications (WAIC) can play an important role in alleviate the issue of fuel consumption, stability and maintenance costs over traditional wired systems. However, order for WAIC system to coexist with other systems aircraft, transmitted power level is strictly limited 50 mW. Meanwhile, require extremely low outage probability safety-critical applications. Hence, it urgently needed effectively allocate channels utilize while ensuring reliability real-time...

Time-Triggered Ethernet (TTEthernet) supports mixed-criticality traffic on a single physical network for aerospace applications. But, when safety-critical application encounters an unexpected life-critical emergency circumstance and needs to send traffic, existed classes of TTEthernet cannot meet the strict real-time requirements sporadic because may happen at any time. Thus, paper proposes mode-change mechanism transmit by modified protocol control frame with higher transmission priority....

The M-sequence has property of good self-correlative, it pseudo random and is easy to be generated copied. It mainly applied spread spectrum encryption. Traditional information synchronize way based m-sequence realize transmitter receiver by periodicity code. When sending in every rate, there will synchronization sequence made added the part after these are split. Receiver get useful when detect m-sequence. There some spurious triggering appear various rate or front back. A novel system...

In this paper, a new method of independent event monitoring and decomposition is proposed, which introduces random matrix theory (RMS) improved fast component analysis (FastICA) into non-intrusive monitoring. Firstly, the M-P law used to identify events in digital twin system obtain number source signals. Then, sub-vectors original measured signals are calculated. Finally, blind separation realized based on FastICA. The effectiveness feasibility proposed verified by an actual integrated...

With the increase of research and application in wireless avionics intra-communications (WAIC) future requirements for efficiency flexibility, it is important to choose right mechanism a aircraft application. The medium access control (MAC) layers are charge organization resources, scheduling user policies common medium. MAC design also relevant an optimum performance WAICs. For avionics, will make sense which technology fits better specific requirements. using Chinese remainder theorem...

Wireless relay technology improves information capacity and brings diversity gain for wireless avionics intra-communications (WAIC) which will replace some cabling interconnections in aircraft. An amplify-and-forward(AF) selection scheme considering transmitter power level the cabin has been proposed, with physical layer of multi-band Orthogonal Frequency-Division Multiplexing Ultra-wide band (MB-OFDM-UWB), outage probability performance is characterized terms cluster ray arrival rates....