초록 ▼

The present invention provides methods for preventing low train voltages and managing interference, thereby improving the efficiency, reliability, and passenger comfort associated with commuter trains. An algorithm implementing neural network technology is used to predict low voltages before they oc

The present invention provides methods for preventing low train voltages and managing interference, thereby improving the efficiency, reliability, and passenger comfort associated with commuter trains. An algorithm implementing neural network technology is used to predict low voltages before they occur. Once voltages are predicted, then multiple trains can be controlled to prevent low voltage events. Further, algorithms for managing inference are presented in the present invention. Different types of interference problems are addressed in the present invention such as “Interference During Acceleration”, “Interference Near Station Stops”, and “Interference During Delay Recovery.” Managing such interference avoids unnecessary brake/acceleration cycles during acceleration, immediately before station stops, and after substantial delays. Algorithms are demonstrated to avoid oscillatory brake/acceleration cycles due to interference and to smooth the trajectories of closely following trains. This is achieved by maintaining sufficient following distances to avoid unnecessary braking/accelerating. These methods generate smooth train trajectories, making for a more comfortable ride, and improve train motor reliability by avoiding unnecessary mode-changes between propulsion and braking. These algorithms can also have a favorable impact on traction power system requirements and energy consumption.

대표청구항 ▼

1. A method of managing interference during delay recovery in a commuter train system, the method comprising the steps of:estimating an arrival time of a lead train into a destination station, wherein the lead train comprises a train that is stopped in between train stations;calculating desired arri

1. A method of managing interference during delay recovery in a commuter train system, the method comprising the steps of:estimating an arrival time of a lead train into a destination station, wherein the lead train comprises a train that is stopped in between train stations;calculating desired arrival times of approaching trains into the destination station, wherein the approaching trains are behind the lead train;restarting each of the approaching trains that have stopped behind the lead train at intervals and with reduced speed commands;reducing the speed commands of each stopped train that are stopped behind the lead train such that each stopped train arrives at the destination station at desired arrival times;dispatching each of the stopped trains at time intervals so that the stopped trains do not all accelerate simultaneously; andreducing the speed of each of the approaching trains that have not stopped behind the lead train.2. A method according to claim 1 further comprising the step of increasing the desired arrival times of all the approaching trains into the destination station when the lead train has not left the destination station at an expected departure time.3. A method according to claim 1 further comprising the step of reducing the speed of each of the approaching trains such that each approaching train arrives at the destination station at desired arrival times.4. A method according to claim 1, wherein each train accelerates into the destination station as soon as the station is clear.5. A method according to claim 1, wherein the speeds of all trains approaching the destination station are reduced if the lead train experiences further delays.6. A method of managing interference during delay recovery in a commuter train system, the method comprising the steps of:estimating an arrival time of a lead train at a particular location, wherein the lead train comprises a train that is stopped in between train stations;calculating desired arrival times of following trains at the particular location based on estimated arrival time of the lead train, wherein the following trains are behind the lead train; andadjusting the speed commands of the following trains such that the following trains will arrive at the particular location at the desired arrival times, wherein the desired arrival times are increased and the speed commands are reduced for each of the following trains as a result of increasing the arrival time of the lead train.7. A method according to claim 6, wherein the particular location comprises a train station.