4results about How to "Implementation failure" patented technology

The invention relates to the technical field of data processing, and particularly provides an intelligent prediction method, system and device for industrial power consumption and a storage medium, and the method comprises the steps: collecting power consumption load, production operation, environment and time calendar multi-source data, carrying out the fusion, cleaning and abnormal value processing, constructing a preprocessing time series data set, and generating state marking features in the abnormal processing; feature engineering is carried out on the data set, and lagging, sliding statistics, trend, periodicity and external causal features are extracted; standardizing the numeric features, combining the standardized numeric features with the category features, and constructing a model input feature set; and inputting the set into a pre-trained hybrid prediction model, fusing output results of the time sequence deep learning model and the integrated learning model therein, and finally outputting point prediction and interval prediction of the industrial electrical load. According to the method, through multi-source fusion and refined feature engineering, the cognition and prediction precision of an industrial power consumption complex mode is remarkably improved.

The utility model discloses an anti -explosion type elevating seat, including elevating seat body, pressure -relief device, gas monitoring devices and gas relay, the top of elevating seat body is established with first interface and second interface, and the middle part or upper part position is established with third interface, gas monitoring devices are connected on first interface, are used for monitoring the gas in elevating seat body whether satisfies set requirement, and gas relay is connected on second interface, is used for executing alarm action when the pressure in elevating seat body exceeds set value, and pressure -relief device includes diaphragm type pressure -relief mechanism and oil pipe, and diaphragm type pressure -relief mechanism one end is connected on third interface, and the other end is through oil pipe and leads to the oil pool below third interface, is used for when the pressure in elevating seat body breaks diaphragm to export oil flow and air current. The utility model discloses an anti -explosion type elevating seat can improve transformer operation safety, realizes quick pressure -relief, effectively avoids the accident to occur. The utility model also provides a converter transformer.

This application discloses a traffic light status verification method and apparatus, relating to the interdisciplinary fields of intelligent transportation systems and computer vision. The method includes: acquiring video stream data of traffic lights from roadside equipment at a target intersection, and determining a first phase list for a traffic light status change cycle based on the timestamps of the video stream data; acquiring signal control data of the traffic lights, and determining a preset second phase list for a traffic light status change cycle based on the signal control data; and comparing the first phase list and the second phase list phase by phase to perform real-time verification of the traffic light status. This method eliminates the need for manual inspection, enables periodic output of traffic light status verification results, reduces maintenance costs, and can detect hardware and software faults in the signal control unit, improving maintenance efficiency. It broadly meets the requirements for traffic light verification in assisted driving and autonomous driving systems.

The application relates to a detector device with a universal structure, which solves the technical problem that the existing detector products cannot work in the optimal working state, and comprises a combined fixing base, a posture adjusting frame, an adjusting frame, a detector core and a circuit board, the combined fixing base is connected with the posture adjusting frame, the adjusting frame is rotationally connected with the posture adjusting frame, the circuit board is connected with the combined fixing base, and the detector core is connected with the combined fixing base.