Shandong University

Institute of Oceanographic Instrumentation, Shandong Academy of Sciences

Other

Shandong New Beiyang Information Technology Co., Ltd.

Weihai New Beiyang Digital Technology Co., Ltd.

Yue Wang

Gang Liu

Tianxin Jiang

Chenghui Zhang

Chunwei Zhang

Chenglong Wang

Li Sun

Zhigang Xu

Yunlong Shang

Qingliang Zeng

Meng Chen

Limeng Zhu

Xiangwei Chen

Xuqiang Dong

Shumeng Ma

Zongrui Hao

Lu Dong

Wanlong Ren

Juan Xu

Dianwei Gao

Zhili Hua

Fanpu Meng

Zhiwei Qiu

Liangliang Chang

Zhihai Liu

Hankun Liu

The present invention provides a dual-level thermal runaway warning method of a lithium battery based on a sound signal, comprising: obtaining a battery sound signal sequence; performing outlier identification on the battery sound signal sequence, and providing a level-1 thermal runaway warning when an abnormal data point exists; extracting a time-frequency domain feature of the abnormal data point, and identifying a presence of a thermal runaway expansion sound through a sparrow search algorithm-optimized eXtreme Gradient Boosting (SSA-XGBoost) algorithm, to providing a level-2 thermal runaway warning. In the SSA-XGBoost algorithm, optimal parameter adjustment is performed on a number of iterations, a learning rate, and a decision tree depth of the XGBoost algorithm through the SSA. A dual-level thermal runaway warning strategy is adopted to perform grading identification on general anomalies or deep anomalies, thereby effectively improving identification accuracy of a weak abnormal sound signal in an early stage.

Dual-level thermal runaway warning method and system of lithium battery based on sound signal

A thrust reversal emergency jettison device for an underwater vehicle includes a thrust reversal mechanism. The thrust reversal mechanism includes a casing and a gas reaction compartment provided in the casing; the gas reaction compartment communicates with a gas passage in a shell of the casing through a gas pipe; and a bottom end cover is provided at a bottom of the gas reaction compartment, and the bottom end cover is hermetically connected with the gas reaction compartment through a cylinder mechanism, and falls off automatically when a gas pressure in the gas reaction compartment increases. Compared with the prior art, the present invention can provide a reverse thrust for an underwater vehicle in an emergency, help the underwater vehicle to ascend, and improve safety.

Thrust reversal emergency jettison device for underwater vehicle

The present invention relates to an automatic falling-off device for a self-sinking and floating type profiling float diversion shell and the diversion shell. An automatic falling-off device for a self-sinking and floating type profiling float diversion shell, comprises a locking device and an unhooking device; the locking device comprises a locking hook plate and a locking core plate; the locking hook plate is provided on one half diversion shell, and the locking core plate is fixed on another half diversion shell; a locking hook at a front end of the locking hook plate fits with a locking ring at a front end of the locking core plate for locking; the unhooking device comprises a base and a buoyancy airbag; and the base is provided below the locking hook plate, and the buoyancy airbag is mounted between the base and the locking hook plate.

Automatic falling-off device for self-sinking and floating type profiling float diversion shell and diversion shell

Provided are a method for detecting quantity of items and a vending machine. The vending machine includes: an item column configured to temporarily store items, where the item column includes an outlet; a shielding member configured to shield or open the outlet of the item column; and a driving device configured to drive the items in the item column to move toward the outlet of the item column. The method includes: controlling the shielding member to shield the outlet of the item column; driving the items in the item column to move until the items in the item column abut against each other; detecting a total length of all items in the item column; and calculating the quantity of items in the item column according to the total length of the all items and a length of a single item in the item column.

Method for detecting quantity of items, and vending machine

The present invention relates to the technical field of energy dissipation and shock absorption buildings, and particularly relates to a self-recovering energy dissipation support with a shape memory alloy damper. The self-recovering energy dissipation support includes a core shape memory alloy damper and cross-shaped steel columns, wherein the shape memory alloy damper includes two sets of inner and outer sleeves. A sliding groove is arranged between the inner sleeve and the outer sleeve, so that the inner sleeve and the outer sleeve can slide relative to each other along a track. The two sets of inner sleeves are connected through pre-stretched shape memory alloy ribs I. The inner sleeves and the outer sleeves are connected through pre-stretched shape memory alloy ribs II. An outer end plate of the shape memory alloy damper is connected with the cross-shaped steel columns.

Self-recovering energy dissipation steel support with shape memory alloy damper

A multi-buffer energy accumulation apparatus comprises: an energy storage cylinder, an oil tank, a first scroll spring mechanism, a second scroll spring mechanism, a hydraulic motor, differential planetary train of gearings, and a generator; wherein the energy storage cylinder comprises a hermetically sealed cylinder body, one end of the hermetically sealed cylinder body being provided with an elastic mobile device, the other end thereof being provided with an energy transmission device, and hydraulic oil is filled in the hermetically sealed cylinder body between the elastic mobile device and the energy transmission device; the hermetically sealed cylinder body, the hydraulic motor, and the oil tank are connected via an oil circuit to form a hydraulic loop; the energy transmission device is connected with the first scroll mechanism; the hydraulic motor is connected with the second scroll spring mechanism.

Multi-buffering energy storage device and application thereof

Growing community of inventors

Shandong, China

Yue Wang