LAND.TECHNIK 2024:

VDI Wissensforum GmbH

doi:10.51202/9783181024447

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Bibliographic data

Edition: 1/2024
Copyright year: 2024
ISBN-Print: 978-3-18-092444-1
ISBN-Online: 978-3-18-102444-7
Publisher: VDI Verlag, Düsseldorf
Series: VDI-Berichte
Volume: 2444
Language: German
Pages: XVI
Product type: Edited Book

Titelei/Inhaltsverzeichnis No access Pages I - XII
1. Track Planning – an implements point of view No access Pages 1 - 6
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2. Guiding principles and challenges in the context of environment perception and geofencing in the agricultural application domain No access Pages 7 - 14
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3. Automatic track guidance in high-standing maize crops No access Pages 15 - 20
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1. AEF – Digital Camera Systems – A new project team working on an AEF Functionality for High Speed ISOBUS No access Pages 21 - 28
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2. Introducing the AEF Autonomy in Ag project No access Pages 29 - 36
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3. Integrating High-Speed Data Communication via Automotive Ethernet with a Service-Oriented Architecture Established using SOME/IP in Agricultural Machinery No access Pages 37 - 42
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4. ISOBUS Migration From CAN to Ethernet – Doing it Right From the Beginning No access Pages 43 - 48
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1. Green revolution – AI for precise weed and pest control No access Pages 49 - 62
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2. Accelerating the AI lifecycle with the AgriGaia-Platform Presentation of a modular platform concept used to support AI developers, based on open-source software No access Pages 63 - 68
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3. Distributed Edge-Cloud Intelligence and AI for Large-scale Agricultural Production Systems No access Pages 69 - 74
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1. Facilitating seamless collaboration: Secure decentralized group management in interoperable wireless in-field communications No access Pages 75 - 80
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2. Current situation and challenges of automatization standards in farm machinery and FMIS from a dealer perspective Future development of agricultural machinery dealer business No access Pages 81 - 86
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3. Decentral and Central Technologies combined to one „DataXChange System“ No access Pages 87 - 96
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4. EU Data Act: Data governance as an enabler No access Pages 97 - 102
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1. Fuel cell electric agricultural tractor FCTRAC: operation strategy, homologation, benchmarking, and field testing No access Pages 103 - 112
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2. Is fast charging relevant and beneficial for agricultural machinery? No access Pages 113 - 118
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3. Evaluation of adaptive operating concepts on agricultural tractors in a laboratory test rig to assess cognitive and physical ergonomics No access Pages 119 - 126
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1. Modelling two-dimensional Separation Approach for Rotor Units of Combine Harvesters Combining Böttingers Separation Model and Wackers Crop Flow Model to a two-dimensional Separation Model for Rotor Un... No access Pages 127 - 132
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2. Digital Twins in Agricultural Engineering Benefits in Developing New Combine Harvester Concepts No access Pages 133 - 138
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3. Study on the use of DEM for the threshing process No access Pages 139 - 146
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1. Radio technologies for infrastructureless M2M communication for Ag applications around the world No access Pages 147 - 158
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2. Field Trials and Evaluation Methods for Sensors used in Perception Systems for Autonomous Machinery with Respect to SOTIF No access Pages 159 - 168
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3. Operation and investigation of adaptive mesh networks to increase the connectivity of agricultural machinery No access Pages 169 - 178
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1. SpeeDiFlow – Non-invasive Measurement of Air Speed and Direction A robust Sensor for Particle-Laden Flows No access Pages 179 - 186
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2. Field evaluation insights of a novel optical sorting approach suitable for mobile operation on a potato harvester No access Pages 187 - 194
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3. Tillage Quality Measurement: Surface Roughness Analysis using Height Profiles No access Pages 195 - 204
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1. Fusing SAR and Weather with Physics-Inspired ML for Improved Soil Moisture Estimation No access Pages 205 - 214
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2. Systematic Data Selection for Enhanced Nutrient Prediction and Monitoring in Manure Using NIR No access Pages 215 - 222
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3. Detection of Rumex spp. in Grassland using Multispectral Images and Deep Learning No access Pages 223 - 228
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4. Long term validation for app based chop quality estimation for silage maize No access Pages 229 - 234
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1. Unpacking the opportunities and limitations of data spaces in agriculture No access Pages 235 - 242
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2. Potential of agricultural machinery data for the evaluation of travel times No access Pages 243 - 248
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3. Training neural networks for tramline detection in an autonomous driving tractor using synthetic images No access Pages 249 - 254
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1. CF-Plough – An innovative solution for climate protection, soil fertility and yield security No access Pages 255 - 262
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2. Potential for increasing the efficiency of active soil tillage in crops, which are cultivated in ridges No access Pages 263 - 268
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3. A new approach of in-row-weeding sugar beets – using high pressure water jets and GNSS-locations of the crops No access Pages 269 - 274
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1. V-Model Approach for Developing Safe Environment Perception Systems for Autonomous Machinery No access Pages 275 - 282
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2. Precise trunk localization using the example of in-row weeding in vineyards No access Pages 283 - 288
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3. Field Path Detection for Tractors Based on Acceleration Measurements and Multibody System Simulations No access Pages 289 - 296
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4. Implementation of a real-time plant detector for a selective grassland weeding machine using high-pressure water jets No access Pages 297 - 302
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1. Production and utilization of methane from cowshed gas on farms No access Pages 303 - 310
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2. Draft force evaluation of a deep ploughing technology for the installation of geothermal collectors under arable land No access Pages 311 - 316
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3. Holistic concept of technical solutions for subsurface drip irrigation of major crops in humid central European growing conditions No access Pages 317 - 322
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1. Integration of a safety concept for an autonomous agricultural machine No access Pages 323 - 332
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2. Low-Cost, Rapid Development of Object Detectors for Automation of Agriculture Knowledge Distillation of GroundingDINO is Strong Pretraining No access Pages 333 - 340
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3. Applicable Safety Tests for Automated Agricultural Machinery and Robots Operational Design Domains and Dynamic Driving Tasks as Key to Functional Safety No access Pages 341 - 346
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4. TIM-Ready Trailer for Harvest Operations ISOBUS-ready Trailer for Harvest-Automation and -Documentation No access Pages 347 - 352
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1. Radar and ultrasonic systems from Bosch Engineering for automated agricultural machinery No access Pages 353 - 362
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2. Sensor breakthrough? Detection of invisible damages on potatoes before blackspot develops shown for multiple maturity stages and varieties using a tactile sensing technique No access Pages 363 - 368
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3. Development of a supplement to a test standard for evaluating the guidance accuracy and working quality of sensor-based technologies for weed control by use of AI No access Pages 369 - XVI
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