Abstract: An acute kidney injury predicting system and a method thereof are proposed. A processor reads the data to be tested, the detection data, the machine learning algorithm and the risk probability comparison table from a main memory. The processor trains the detection data according to the machine learning algorithm to generate an acute kidney injury prediction model, and inputs the data to be tested into the acute kidney injury prediction model to generate an acute kidney injury characteristic risk probability and a data sequence table. The data sequence table lists the data to be tested in sequence according to a proportion of each of the data to be tested in the acute kidney injury characteristics. The processor selects one of the medical treatment data from the risk probability comparison table according to the acute kidney injury characteristic risk probability.

Abstract: A wafer transport device including a robot arm, a first pin set and a mountable and dismountable C-ring. The robot arm has a first wafer carrying region. The first pin set is disposed on the robot arm and located in the first wafer carrying region. The mountable and dismountable C-ring is disposed on the first pin set and has a second wafer carrying region.

Abstract: A frame for forming a housing of a group of air-handling units mainly includes a plurality of extruded plastic angle columns and a plurality of integrally injection molded plastic three-way unions. The plastic angle columns and three-way unions eliminate the problem of condensate on the surfaces of the housing and allow the air-handling units to operate with reduced energy consumption, because the plastic columns and unions have low coefficient of thermal conduction and would not easily have a surface temperature lower than a dew point temperature of ambient air outside the housing. Meanwhile, the extruded plastic angle columns and the injection molded plastic three-way unions can have standardized dimensions and be efficiently produced through mass production, the frame for the housing of the air-handling units can therefore be formed at reduced labor and time.

Abstract: A mechanism for freeing an air conditioner from dripping is provided. The mechanism mainly includes a moisture-carry assembly disposed in front of a condenser and a cooling fan of the air conditioner and having a plurality of vertically extended and adequately spaced absorbent material strips supported in a framework for collecting and carrying condensed droplets produced by an evaporator in the air conditioner. The cooling fan blows heat radiated from and surrounding the condenser toward and through the absorbent material strips to quickly dry up them, so that no condensed droplets would drip from the air conditioner.

Abstract: Disclosed is a multipurpose heat pump system including a heat pump unit using air as a heat source, a heat recovery heat exchanger, and a heat storage. Refrigerant in the heat pump unit can be guided to flow through different paths defined by a four-way valve of the heat pump unit, so that the heat pump unit can operate in different modes depending on actual needs to produce cold/hot water for air conditioning and/or hot water for daily use. Heat generated during a refrigerant compression in the heat pump unit can be recovered for heating water in the heat storage. Stratified hot water is stored in the heat storage and can be supplied for daily use.