Provided is an automatic classification system. The automatic classification system is designed based on a YOLOV3 technical framework, so that garbage can be classified and recycled, garbage pollution is reduced, and waste is recycled at the maximum cost. The system is designed with a box of a double-layer structure, wherein an upper box is provided with a garbage throwing-in opening, a camera is mounted at the upper box, and the upper top of the upper box is provided with an partition layer for the installation of a solar panel and a storage battery, so as to meet the power supply requirement of the system. The camera captures thrown-in garbage and uses the recognition algorithm to recognize and classify the garbage classes. A lower box is designed into a double-box structure or a multi-box structure according to the class of the garbage, a mechanical and electric control part is arranged at the joint of the upper box and the lower box, two steering engines are used for respectively controlling the rotation of control baffles and a classification baffle so as to automatically drive the garbage to fall into classification boxes corresponding to the class of the garbage. The automatic classification of the garbage can be realized by the disclosure.

An apparatus for the separate collection of rubbish includes a containing structure provided with an internal compartment in which there are a plurality of rubbish collection containers and at least a first and a second aperture for access to the internal compartment from the outside, in order to introduce the rubbish.

Systems and methods for operating a system. The methods comprise: generating sensor data by at least one sensor of a waste receptacle that specifies at least one characteristic of at least one item; performing operations by the waste receptacle to identify first media content that is associated with the at least one characteristic of the at least one item; causing the first media content to be output from the waste receptacle or an external device when the first media content is identified by the waste receptacle; and selecting second media content different from the first media content and causing the second media content to be output from the waste receptacle or the external device, when the first media content is unable to be identified by the waste receptacle.

A range extension system for a refuse vehicle includes a battery, and a controller. The battery is configured to provide electrical energy for accessories of the refuse vehicle. The controller is configured to obtain a state of charge of the battery and limit operation of at least one of the accessories in response to the state of charge of the battery to extend a transportation range of the refuse vehicle.

A refuse vehicle includes multiple tractive elements, a prime mover, and an independent accessory system. The prime mover is configured to generate mechanical energy to drive one or more of the tractive elements. The independent accessory system includes one or more storage tanks configured to store a fuel, and an accessory primary mover. The accessory primary mover is configured to fluidly couple with the one or more storage tanks to receive the fuel from the one or more storage tanks and operate to pressurize a hydraulic fluid to drive an accessory of the refuse vehicle. The accessory primary mover is configured to pressurize the hydraulic fluid to drive the accessory of the refuse vehicle independently of operation of the prime mover.

A refuse vehicle includes a battery and electric power take-off system that includes a second motor configured to convert electrical power into hydraulic power, an inverter configured to provide electrical power to the second motor from the battery, a heat dissipation device in thermal communication with the inverter, wherein the heat dissipation device includes a plurality of conduits and a thermal fluid pump configured to pump cooling fluid through the plurality of conduits, a thermal sensor configured to detect thermal energy within the inverter, a flow meter configured determine a flow rate of cooling fluid through the plurality of conduits, and a controller configured to receive data from the thermal sensor and the flow meter and provide operating parameters to the heat dissipation device.

A centralized hub system for improving automatic waste transport and collection using a self-driving robot, which allows for self-driving and efficient collection of waste in densely populated areas, such as apartment complexes and residential neighborhoods, and areas with a floating population by using robots with built-in artificial intelligence software and hardware and self-driving waste collection and driving functions and an integrated management server for monitoring these robots, and which helps to put information together in this process and use it as base data for the efficient operation of future waste policies and the corresponding systems. The centralized hub system for improving automatic waste transport and collection using a self-driving robot comprises self-driving inlet robots, an integrated management server, and a self-driving vehicle robot.

A box for drug management and recycle is provided, which includes a drug box body, a camera device, a card-swiping device, a display device, a processor, and a power supply. A RFID detection device and electronic locks are arranged in the recycle box. A wireless communication module, an early warning module and a processing module are arranged in the processor, and the processor is wirelessly connected to a server terminal. The acquisition and return of the drugs can be jointly completed through face recognition and card-swiping recognition, and can be specified to an individual according to the obtained employee number and other information, thus facilitating the strict management of drug and achieving the recycle of unwanted drug. Therefore, the recycle box has a broad clinical prospect.

A computer-controlled rubbish container includes a power bank, a control circuit, and a wheel assembly coupled to a bottom portion of a rubbish container. The wheel assembly includes an electric motor coupled to a wheel, wherein the wheel rotates upon a wireless signal sent from a computer to the control circuit. In some embodiments, the wheel assembly is configured to engage and disengage from a ground surface such that the rubbish container is capable of manual pushing.

A fixing structure for lid assembly and disassembly of a trash can, including a hanging structure. The trash can includes a trash can body, a lid and a connecting part. The hanging structure includes a groove and a hanging part. The groove is provided on an outer side wall of the trash can body. The hanging part is provided on the lid. The hanging part and the groove are configured to be engaged with or disengaged from each other to enable the attachment of the lid to the trash can body or the detachment of the lid from the trash can body. When the connecting part is disengaged from the lid, the lid is hung on a side of the trash can body.