A method of monitoring a material yield sensor assembly for upward baseline drift, the method comprising steps of receiving a signal representing a plurality of raw baseline datapoints from the material yield sensor assembly, passing the raw baseline datapoints through an IIR filter thereby producing a plurality of filtered datapoints, fitting the filtered datapoints to a curve via a curve fitter thereby producing a plurality of fitted datapoints, and generating an alarm indicating the material yield sensor assembly should be serviced if a fitted datapoint of the plurality of fitted datapoints is greater than a first threshold.

A material yield sensor assembly comprising a photodiode and a processing element. The photodiode is configured to generate a signal representative of an amount of material passing by the photodiode. The processing element is configured to convert the signal from an analog form to a digital form, determine a clipping density of the signal, decrease a gain of the signal if the clipping density is greater than a first threshold, and increase the gain of the signal if the clipping density is less than a second threshold to optimize signal integrity versus signal resolution.

Systems for improving fire safety in agricultural machinery are configured for detecting, at least partially controlling, and/or suppressing adverse fire-related conditions. The adverse fire-related conditions can include sparks, embers, and/or flames in the agricultural machinery.

One or more techniques and/or systems are disclosed for a harvester vehicle that includes a crop processing system comprising at least an accumulator and a round module builder. The harvester vehicle has a feedback fusion system that operably provides crop processing data indicative of an estimated accumulator fill level to a crop feed rate control system. The feedback fusion system has a plurality of feedback devices that operably provide feedback signals including data indicative of two or more of: crop mass flow, module builder status, module size, and accumulator fill level. The feedback fusion system has a control module that operably receives the feedback signals and generates an accumulator fill level signal based at least upon two or more of the feedback signals. The accumulator fill level signal is indicative of the estimated fill level in the accumulator.

In one aspect, a cotton harvester includes a harvesting implement configured to harvest materials from a field. The harvested materials include both cotton and material other than cotton (MOC). The harvester also includes a material processing system configured to receive the harvested materials from the harvesting implement, with the harvested materials being directed through the material processing system along a material transfer path. Additionally, the harvester includes a sensor configured to generate data indicative of an amount of MOC contained within the harvested materials at a location along the material transfer path, and a computing system communicatively coupled to the sensor. The computing system is configured to adjust an operational setting of the cotton harvester based at least in part on the amount of MOC contained within the harvested materials.

A linkage assembly of an agricultural harvester includes a rigid lower link, a bendable top link, a linear actuator, and a stop. The rigid lower link, bendable top link, and linear actuator are configured to pivotally connect to a drum toolbar and to a harvester frame. The stop is configured to couple to the harvester frame, and the bendable top link is configured to bend in response to engagement with the stop to pitch the drum toolbar relative to the harvester frame. The linear actuator is configured to extend and retract to lift and lower the drum toolbar.

A system and method for facilitating collaboration between a first entity and a second entity are disclosed. The system includes portals for the first and second entities, accessible via smartphone applications or web login, enabling the first entity to create profiles, filter trials, and initiate secure communications, while allowing the second entity to upload therapeutic pipelines, classify content, and share updates. A virtual platform hosts data on servers, facilitating secure, real-time communication and interaction. Key components include a communication subsystem for real-time messaging with non-disclosure agreement management, a data management module for storing profiles and maintaining audit trails, and a second data management module leveraging machine learning to provide personalized recommendations and predict collaboration trends. An artificial intelligence controller integrates external datasets and dynamically refines workflows. Additional modules ensure privacy and security, deliver real-time updates, and gather feedback, enabling efficient, secure, and goal-oriented collaboration.

Systems for improving fire safety in agricultural machinery are configured for detecting, at least partially controlling, and/or suppressing adverse fire-related conditions. The adverse fire-related conditions can include sparks, embers, and/or flames in the agricultural machinery.

A series-parallel hybrid power cotton picker includes a series-parallel hybrid power system; the series-parallel hybrid system includes an engine, a gearbox, a coupling device, a differential, a generator, battery, a main controller, a walking motor controller, a picking motor controller, a fan motor controller, a packing motor controller, a cotton collection motor controller, and a conveyor motor controller; the engine can transmit the power to the coupling device through the gearbox, and the coupling device couples the power of the engine and the walking motor, and then transmits the power to the wheels through the differential. The present disclosure achieves mechanical decoupling between the various working systems of the cotton picker through distributed electric drive, solving the problems of multiple components, long paths, and inability to adjust operating parameters in real time in traditional cotton picker transmission systems.

A wrap floor control system for a wrap floor of a cotton harvester with a cotton module forming chamber includes an actuator that moves the wrap floor and a timer module. A floor engagement module commands the wrap floor actuator to move the wrap floor to an engaged position in response to determining initiation of the wrap cycle and commands the wrap floor actuator to move the wrap floor to a disengaged position in response to the timer module indicating that the timer is equal to or greater than a first threshold value. A belt control module drives a wrap floor belt in response to determining initiation of the wrap cycle.