Agricultural Tool Setting Transfer for Fleet-Wide Parameter Optimization
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Solution Overview
Problem
Agricultural vehicle users face difficulties in determining optimal settings for efficient operation due to the complexity of adjustable parameters, leading to suboptimal performance and inconsistent results across different vehicles.
Innovation Solution
An agricultural vehicle system with a controller that generates user profiles for adjustable tools, allows for the transfer of settings between vehicles, and a system controller that compares parameter settings to determine the most effective settings for improved performance across a fleet of vehicles.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If multiple adjustable settings are provided to control vehicle operation, then the vehicle can perform various agricultural functions effectively, but it becomes difficult for users to determine optimal settings without extensive experience
Solution Approach 1:
The system creates a digital copy of optimal settings from one vehicle and transfers it to another vehicle through communication between controllers. This allows experienced users to replicate successful configurations across multiple vehicles without needing to manually determine optimal settings each time, resolving the contradiction between versatility and ease of operation.
Solution Approach 2:
The system implements feedback by comparing operating parameters across multiple vehicles and identifying settings correlated with greatest results. This feedback loop enables the system to learn from operational data and automatically determine optimal settings, eliminating the need for user experience while maintaining adaptability.
2Productivity
If settings are manually adjusted for each vehicle, then optimal performance can be achieved, but it requires extensive user experience and time
Solution Approach 1:
The system performs preliminary action by pre-determining optimal settings through analysis of operational data from multiple vehicles. These pre-determined settings are then automatically transferred to individual vehicles, eliminating the time-consuming manual adjustment process while maintaining optimal productivity.
Solution Approach 2:
The system enables self-service by automatically determining and transferring optimal settings without requiring user intervention or experience. The controllers autonomously communicate and adjust parameters, significantly reducing settings adjustment time while maintaining high operational efficiency.
3Ease of operation
If settings are transferred between vehicles, then user experience is improved and consistency is achieved, but additional communication systems are required
Solution Approach 1:
The communication system is designed with multi-functionality, serving both as a diagnostic tool and a settings transfer mechanism. This universal approach consolidates multiple functions into a single system, reducing overall device complexity while enabling convenient settings transfer between vehicles.
4Measurement precision
If extensive data collection is performed to determine optimal settings, then accurate recommendations can be provided, but system complexity and data processing requirements increase
Solution Approach 1:
The system extracts only the essential operating parameters and performance data needed for optimization, rather than collecting and processing all possible vehicle data. This selective extraction approach maintains high measurement precision for settings recommendations while reducing data processing complexity and system requirements.
Data Source
AI summary
An agricultural vehicle includes: a chassis; at least one adjustable agricultural tool carried by the chassis and configured to function according to at least one operating parameter; and a controller operably coupled to the at least one adjustable agricultural tool. The controller is configured to: generate a user profile that includes at least one operating parameter setting corresponding to the at least one operating parameter; output the user profile to an external device; receive a modified user profile that includes at least one suggested parameter setting corresponding to at least one suggested operating parameter for at the least one adjustable agricultural tool; and cause adjustment of the at least one adjustable agricultural tool so the at least one adjustable agricultural tool functions according to the at least one suggested operating parameter.