A swath roller apparatus is adapted to be attached to a swather, where the swather is operative to cut standing crop plants and lay cut plants in a swath as the swather moves along the ground in an operating travel direction. A drum is rotatably attached to an axle that is adapted to be movably attached to a rear portion of the swather such that the axle is oriented substantially horizontally and perpendicular to the operating travel direction, and such that the drum moves up and down and rolls along a top of the swath exerting a downward anchoring force on the swath. A bias element is operative to exert a bias force on the axle, and a bias force control is operative to vary the bias force to vary the anchoring force.

A harvesting machine is disclosed along with a method of operation. The harvesting machine includes a frame having a flail cutter mounted on a first end of the frame. The flail cutter can cut the stems of growing plants. A housing surrounding a portion of the flail cutter for directing the cut plants rearward. An idler roller is positioned rearward of the flail cutter. First and second moisture removal mechanisms are positioned downstream of the cutting mechanism, and each includes a suction roll and a press roll. A moving belt forms a closed loop around the idler roller and the pair of suction and press rolls, and has a plurality of apertures formed therethrough. The moving belt forms first and second nips between each pair of suction and press rolls for squeezing moisture out of the cut stems as the stems are routed therebetween.

A harvesting machine is disclosed along with a method of operation. The harvesting machine includes a frame having a flail cutter mounted on a first end of the frame. The flail cutter can cut the stems of growing plants. A housing surrounding a portion of the flail cutter for directing the cut plants rearward. An idler roller is positioned rearward of the flail cutter. First and second moisture removal mechanisms are positioned downstream of the cutting mechanism, and each includes a suction roll and a press roll. A moving belt forms a closed loop around the idler roller and the pair of suction and press rolls, and has a plurality of apertures formed therethrough. The moving belt forms first and second nips between each pair of suction and press rolls for squeezing moisture out of the cut stems as the stems are routed therebetween.

A combine including a chassis, a crop residue handling system including a residue chopper, residue spreader, a spreader chute and a swath selection door, a receiver configured to determine a location of the combine, and a controller that controls the residue handling system. The controller configured to determine the location of the combine on a map, execute a crop residue spreading mode in response to the controller determining that the location of the combine is located in a designated crop residue spreading zone indicated on the map, and execute a crop residue windrow mode in response to the controller determining that the location of the combine is located in a designated crop residue windrow zone indicated on the map.

A combine including a chassis, a crop residue handling system including a residue chopper, residue spreader, a spreader chute and a swath selection door, a receiver configured to determine a location of the combine, and a controller that controls the residue handling system. The controller configured to determine the location of the combine on a map, execute a crop residue spreading mode in response to the controller determining that the location of the combine is located in a designated crop residue spreading zone indicated on the map, and execute a crop residue windrow mode in response to the controller determining that the location of the combine is located in a designated crop residue windrow zone indicated on the map.

Methods for delayed harvesting of corn fields are provided herein. These methods provide an extended, flexible period of time to harvest corn. The methods allow growers to harvest their corn at the optimal time for drying down or accessing seed, without increasing the risk of losing yield to lodging.

Methods for delayed harvesting of corn fields are provided herein. These methods provide an extended, flexible period of time to harvest corn. The methods allow growers to harvest their corn at the optimal time for drying down or accessing seed, without increasing the risk of losing yield to lodging.

Disclosed is an automated walnut picking and collection method based on multi-sensor fusion technology, including: operation 1.1: when a guide vehicle for automated picking and collection is started, performing path planning for the guide vehicle; operation 1.2: remotely controlling the guide vehicle to move in a park according to a first predetermined rule, and collecting laser data of the entire park; operation 1.3: constructing a two-dimensional offline map; operation 1.4: marking a picking road point on the two-dimensional offline map; operation 2.1: performing system initialization; operation 2.2: obtaining a queue to be collected; operation 2.3: determining and sending, by the automated picking system, a picking task; operation 2.4: arriving, by the picking robot, at picking target points in sequence; operation 2.5: completing a walnut shaking and falling operation; and operation 2.6: collecting shaken walnuts. The provided method can obtain high-precision fruit coordinates and complete autonomous harvesting precisely and efficiently.

There is provided a system, installed on a vehicle or trailer, for performing an agricultural task. The system comprises a platform connecting to the vehicle or trailer and comprising a socket for an accessory. A plurality of accessories is provided, wherein one accessory is selected among them for installation in the accessory socket. A vision system is operatively connected to a computer and collects data of the environment about the accessory, the computer using the collected data to determine an instruction for performing the agricultural task and to send the instruction to the accessory installed in the accessory socket to perform the agricultural task. The accessory is interchangeable in the accessory socket depending on the agricultural task. The box handling stage and pallet mounting stage can be robotized for efficient automation.

There is provided a system, installed on a vehicle or trailer, for performing an agricultural task. The system comprises a platform connecting to the vehicle or trailer and comprising a socket for an accessory. A plurality of accessories is provided, wherein one accessory is selected among them for installation in the accessory socket. A vision system is operatively connected to a computer and collects data of the environment about the accessory, the computer using the collected data to determine an instruction for performing the agricultural task and to send the instruction to the accessory installed in the accessory socket to perform the agricultural task. The accessory is interchangeable in the accessory socket depending on the agricultural task. The box handling stage and pallet mounting stage can be robotized for efficient automation.