The invention discloses a touch sensing
elevator control integrated
system, and relates to the technical field of
elevator control systems, which comprises a touch sensing module, a
signal processing center, an AI scheduling engine, a safety redundancy unit and a multi-mode feedback interface, the touch sensing module, the
signal processing center, the AI scheduling engine, the safety redundancy unit and the multi-mode feedback interface are directly and electrically connected, the touch sensing module is composed of a capacitive or
infrared matrix
touch panel, the touch sensing module is embedded into the inner wall of an
elevator car and a floor calling panel, the touch sensing module supports multi-point touch control and
gesture recognition, and the
signal processing center is electrically connected with the AI scheduling engine. The
signal processing center is based on a real-
time signal processor of an FPGA, a touch signal is converted into an elevator instruction, a
noise filtering
algorithm is built in, an AI scheduling engine adopts a
reinforcement learning model to optimize through Q-learning, an optimal stopping path is dynamically calculated, input parameters comprise real-time load, historical people flow data and peak time periods, and a safety redundancy unit adopts a dual-
CAN bus communication architecture.