In the field of railway traction drive systems,voltage sensor intermittent faults can significantly impact the reliability and safety of the entire system.This paper proposes an online diagnosis method for detecting s...In the field of railway traction drive systems,voltage sensor intermittent faults can significantly impact the reliability and safety of the entire system.This paper proposes an online diagnosis method for detecting such faults using an Artificial Intelligence(AI)predictor based on a Nonlinear Autoregressive with eXogenous inputs(NARX)data structure.The model is trained efficiently using the Extreme Learning Machine(ELM)algorithm.The NARX model captures the dynamic characteristics of the voltage sensor data,enabling the AI predictor to learn complex nonlinear relationships.The ELM training method ensures rapid convergence and high accuracy.Through extensive experimental validation,the proposed method demonstrates high sensitivity to voltage sensor intermittent faults and robust performance under varying operating conditions.This approach offers a promising solution for enhancing the diagnostic capabilities of railway traction systems,ensuring timely fault detection and improving overall system reliability.展开更多
In predictive direct power control(PDPC)system of three-phase pulse width modulation(PWM)rectifier,grid voltage sensor makes the whole system more complex and costly.Therefore,third-order generalized integrator(TOGI)i...In predictive direct power control(PDPC)system of three-phase pulse width modulation(PWM)rectifier,grid voltage sensor makes the whole system more complex and costly.Therefore,third-order generalized integrator(TOGI)is used to generate orthogonal signals with the same frequency to estimate the grid voltage.In addition,in view of the deviation between actual and reference power in the three-phase PWM rectifier traditional PDPC strategy,a power correction link is designed to correct the power reference value.The grid voltage sensor free algorithm based on TOGI and the corrected PDPC strategy are applied to three-phase PWM rectifier and simulated on the simulation platform.Simulation results show that the proposed method can effectively eliminate the power tracking deviation and the grid voltage.The effectiveness of the proposed method is verified by comparing the simulation results.展开更多
This paper concludes the case study work on the optical sensor, which is a new method for voltage and current measurement. Fiber Bragg gratings (FBG) have been developed and used for decades in the telecommunication i...This paper concludes the case study work on the optical sensor, which is a new method for voltage and current measurement. Fiber Bragg gratings (FBG) have been developed and used for decades in the telecommunication industry. In recent years, FBG sensors have found wide applications in monitoring strain, temperature, voltage and current across all industries. As the process of constructing a robust smart grid, thousands of miles of optical-fibers have been deployed along the power transmission lines for the purpose of power production communication. This paper focuses on using the power optical fiber as voltage/current sensors instead of those copper wired traditional current transformers. By using piezoelectric layers, the optical sensor is able to transform voltage/current magnitude into optical signal, as well as transmit the signal through the optical fiber. The application of using optical fiber will significantly reduce the cost of deploying traditional current transformers all around the power grid. Moreover, the optical sensor is more stable, more accurate and faster, with such characteristics, the smart grid monitoring system could be much better. The application of combining the optical composite low-voltage cable (OPLC) and the optical current sensor in the distribution network for smart distribution monitoring has been analyzed.展开更多
The article describes design peculiarities of the novel compact vacuum circuit breaker with rated voltage 40.5 kV. The design incorporates several novel technical solutions： polycarbonate support insulation, mono-sta...The article describes design peculiarities of the novel compact vacuum circuit breaker with rated voltage 40.5 kV. The design incorporates several novel technical solutions： polycarbonate support insulation, mono-stable magnetic actuator, labyrinth pulling insulator, core-type flexible contact and new compact vacuum interrupter （VI）. Phases are encapsulated into silicone rubber providing required creepage distance and excellent tracking resistance. These novelties along with extensive modeling of the mechanical and electrical fields followed by design optimization resulted in weight reduction of more than 50% compared with alternatives available in the market. And this is in spite of built in sensors measuring： phase currents, zero-sequence current, phase voltages.展开更多
With the rapid development of the direct current(DC)distribution network,DC voltage measurement technology is increasingly important to ensure safe operation in the distribution network.The measurement accuracy of the...With the rapid development of the direct current(DC)distribution network,DC voltage measurement technology is increasingly important to ensure safe operation in the distribution network.The measurement accuracy of the traditional sensor based on resistance dividers decreases over time because the resistors age due to temperature and electromagnetic radiation.To address this problem,a novel type of medium-voltage DC voltage sensor with self-correction ability is presented in this paper.A resistor with large R_(H)is connected in series with RK and R_(G),i.e.two precise resistors with low resistance,to transform the measured medium voltage into low voltage.Among these three resistors in the divider,R_(H)connects with the measured medium DC line,while R_(G)connects with the ground.An electronic switch,K,is paralleled with RK,the precise resistor at the middle position.Generally,the state of the electronic switch is off,and the current flows through RK.Medium DC voltage can be measured according to the voltage on R_(G)with the divider ratio.When the sensor needs self-correction,the electronic switch will be controlled by FPGA(Field Programmable Gate Array)to turn it off and on;therefore,two values of low voltage can be obtained using time-sharing sampling.Two equations can be built according to the divider principle,and R_(H)in the divider can be evaluated by solving the equations.As a result,the measurement error caused by the change in R_(H)can be avoided.Finally,the medium-voltage DC sensor developed in this paper has been tested at the Institute of High Voltage,Wuhan,China.The experimental results show that the sensor can perform self-correction without manual operation,and the sensor’s accuracy can reach 0.12%.Sensors with a self-calibration function can realize long-term high-precision measurement without manual maintenance,showing a good application prospect.展开更多
Large-conductance Ca^(2+)-activated K+channels(BK channels)constitute an key physiological link between cellular Ca^(2+) signaling and electrical signaling at the plasma membrane.Thus these channels are critical to th...Large-conductance Ca^(2+)-activated K+channels(BK channels)constitute an key physiological link between cellular Ca^(2+) signaling and electrical signaling at the plasma membrane.Thus these channels are critical to the control of action potential firing and neurotrans-mitter release in several types of neurons,as well as the dynamic control of smooth muscle tone in resis-tance arteries,airway,and bladder.Recent advances in our understanding of K^(+) channel structure and function have led to new insight toward the molecular mecha-nisms of opening and closing(gating)of these chan-nels.Here we will focus on mechanisms of BK channel gating by Ca^(2+),transmembrane voltage,and auxiliary subunit proteins.展开更多
Plants and animals in endosomes operate TPCI/SV-type cation channels. All plants harbor at least one TPC1 gene. Although the encoded SV channel was firstly discovered in the plant vacuole membrane two decades ago, its...Plants and animals in endosomes operate TPCI/SV-type cation channels. All plants harbor at least one TPC1 gene. Although the encoded SV channel was firstly discovered in the plant vacuole membrane two decades ago, its biological function has remained enigmatic. Recently, the structure of a plant TPC1/SV channel protein was determined. Insights into the 3D topology has now guided site-directed mutation ap- proaches, enabling structure-function analyses of TPC1/SV channels to shed new light on earlier findings. Fou2 plants carrying a hyperactive mutant form of TPC1 develop wounding stress phenotypes. Recent studies with fou2 and mutants that lack functional TPC1 have revealed atypical features in local and long-distance stress signaling, providing new access to the previously mysterious biology of this vacuolar cation channel type in planta.展开更多
文摘In the field of railway traction drive systems,voltage sensor intermittent faults can significantly impact the reliability and safety of the entire system.This paper proposes an online diagnosis method for detecting such faults using an Artificial Intelligence(AI)predictor based on a Nonlinear Autoregressive with eXogenous inputs(NARX)data structure.The model is trained efficiently using the Extreme Learning Machine(ELM)algorithm.The NARX model captures the dynamic characteristics of the voltage sensor data,enabling the AI predictor to learn complex nonlinear relationships.The ELM training method ensures rapid convergence and high accuracy.Through extensive experimental validation,the proposed method demonstrates high sensitivity to voltage sensor intermittent faults and robust performance under varying operating conditions.This approach offers a promising solution for enhancing the diagnostic capabilities of railway traction systems,ensuring timely fault detection and improving overall system reliability.
基金National Natural Science Foundation of China(Nos.51767013,52067013)。
文摘In predictive direct power control(PDPC)system of three-phase pulse width modulation(PWM)rectifier,grid voltage sensor makes the whole system more complex and costly.Therefore,third-order generalized integrator(TOGI)is used to generate orthogonal signals with the same frequency to estimate the grid voltage.In addition,in view of the deviation between actual and reference power in the three-phase PWM rectifier traditional PDPC strategy,a power correction link is designed to correct the power reference value.The grid voltage sensor free algorithm based on TOGI and the corrected PDPC strategy are applied to three-phase PWM rectifier and simulated on the simulation platform.Simulation results show that the proposed method can effectively eliminate the power tracking deviation and the grid voltage.The effectiveness of the proposed method is verified by comparing the simulation results.
文摘This paper concludes the case study work on the optical sensor, which is a new method for voltage and current measurement. Fiber Bragg gratings (FBG) have been developed and used for decades in the telecommunication industry. In recent years, FBG sensors have found wide applications in monitoring strain, temperature, voltage and current across all industries. As the process of constructing a robust smart grid, thousands of miles of optical-fibers have been deployed along the power transmission lines for the purpose of power production communication. This paper focuses on using the power optical fiber as voltage/current sensors instead of those copper wired traditional current transformers. By using piezoelectric layers, the optical sensor is able to transform voltage/current magnitude into optical signal, as well as transmit the signal through the optical fiber. The application of using optical fiber will significantly reduce the cost of deploying traditional current transformers all around the power grid. Moreover, the optical sensor is more stable, more accurate and faster, with such characteristics, the smart grid monitoring system could be much better. The application of combining the optical composite low-voltage cable (OPLC) and the optical current sensor in the distribution network for smart distribution monitoring has been analyzed.
文摘The article describes design peculiarities of the novel compact vacuum circuit breaker with rated voltage 40.5 kV. The design incorporates several novel technical solutions： polycarbonate support insulation, mono-stable magnetic actuator, labyrinth pulling insulator, core-type flexible contact and new compact vacuum interrupter （VI）. Phases are encapsulated into silicone rubber providing required creepage distance and excellent tracking resistance. These novelties along with extensive modeling of the mechanical and electrical fields followed by design optimization resulted in weight reduction of more than 50% compared with alternatives available in the market. And this is in spite of built in sensors measuring： phase currents, zero-sequence current, phase voltages.
基金supported by the National Key Research and Development Program of China(2018YFB0904702).
文摘With the rapid development of the direct current(DC)distribution network,DC voltage measurement technology is increasingly important to ensure safe operation in the distribution network.The measurement accuracy of the traditional sensor based on resistance dividers decreases over time because the resistors age due to temperature and electromagnetic radiation.To address this problem,a novel type of medium-voltage DC voltage sensor with self-correction ability is presented in this paper.A resistor with large R_(H)is connected in series with RK and R_(G),i.e.two precise resistors with low resistance,to transform the measured medium voltage into low voltage.Among these three resistors in the divider,R_(H)connects with the measured medium DC line,while R_(G)connects with the ground.An electronic switch,K,is paralleled with RK,the precise resistor at the middle position.Generally,the state of the electronic switch is off,and the current flows through RK.Medium DC voltage can be measured according to the voltage on R_(G)with the divider ratio.When the sensor needs self-correction,the electronic switch will be controlled by FPGA(Field Programmable Gate Array)to turn it off and on;therefore,two values of low voltage can be obtained using time-sharing sampling.Two equations can be built according to the divider principle,and R_(H)in the divider can be evaluated by solving the equations.As a result,the measurement error caused by the change in R_(H)can be avoided.Finally,the medium-voltage DC sensor developed in this paper has been tested at the Institute of High Voltage,Wuhan,China.The experimental results show that the sensor can perform self-correction without manual operation,and the sensor’s accuracy can reach 0.12%.Sensors with a self-calibration function can realize long-term high-precision measurement without manual maintenance,showing a good application prospect.
基金supported in part by the National Institute of General Medical Science of the National Institutes of Health(Grant No.R01GM068523).
文摘Large-conductance Ca^(2+)-activated K+channels(BK channels)constitute an key physiological link between cellular Ca^(2+) signaling and electrical signaling at the plasma membrane.Thus these channels are critical to the control of action potential firing and neurotrans-mitter release in several types of neurons,as well as the dynamic control of smooth muscle tone in resis-tance arteries,airway,and bladder.Recent advances in our understanding of K^(+) channel structure and function have led to new insight toward the molecular mecha-nisms of opening and closing(gating)of these chan-nels.Here we will focus on mechanisms of BK channel gating by Ca^(2+),transmembrane voltage,and auxiliary subunit proteins.
文摘Plants and animals in endosomes operate TPCI/SV-type cation channels. All plants harbor at least one TPC1 gene. Although the encoded SV channel was firstly discovered in the plant vacuole membrane two decades ago, its biological function has remained enigmatic. Recently, the structure of a plant TPC1/SV channel protein was determined. Insights into the 3D topology has now guided site-directed mutation ap- proaches, enabling structure-function analyses of TPC1/SV channels to shed new light on earlier findings. Fou2 plants carrying a hyperactive mutant form of TPC1 develop wounding stress phenotypes. Recent studies with fou2 and mutants that lack functional TPC1 have revealed atypical features in local and long-distance stress signaling, providing new access to the previously mysterious biology of this vacuolar cation channel type in planta.
