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VDI Wissensforum GmbH - AgEng LAND.TECHNIK 2022

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AgEng LAND.TECHNIK 2022

Reihe: VDI-Berichte

Band 2406 2022

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E. Thiessen, M. Eslamifar, R. Kock, E. Hartung, P. Lausen On Farm Validation of different NIR Sensors for Manure Sensing S. 9-16

„… On Farm Validation of different NIR Sensors for Manure Sensing Eiko Thiessen, Mehdi Eslamifar …” „… one benchtop sensors for measuring the constitutions in manure are validated on farms with typical …” „… available NIR sensors under typical field conditions on different farms and with different kinds of manure …”

L. Wenzel, T. Stein, H. J. Meyer Automatic onboard process and worktype identification of agricultural machinery with Edge Devices S. 403-410

„… based on recorded position and/or machine data. The company FarmDok, for example, offers a system that …” „… used. These were recorded on three farms in Saxony during the projects, with data loggers installed on …” „… were not used. The training data consisted of data from 69 working days on two farms, with 49 data sets …”

J. A. Diaz-Olivares, A. van-Nuenen, B. Aernouts, I. Adriaens, W. Saeys Near-infrared spectroscopic sensor system for milk composition analysis: an on-farm real-time application S. 93-100

„… Near-infrared spectroscopic sensor system for milk composition analysis: an on-farm real-time …” „… current practices, milk composition is monitored post-hoc with a low frequency, or on-farm with a poor …” „… prediction performance. In this work, we present and evaluate an accurate analyzer for the on-farm, real-time …”

F. Regler, F. Hausmann, H. Bernhardt, M. Krueger Potential and improvement of maintenance efficiency of agricultural machines by a new digital maintenance assistant S. 419-428

„… Powertrain Group, Lohmar Abstract The current situation on agricultural farms is characterized by growing …” „… current behavior of machine and PTO shaft maintenance on farms and identifies methods to improve …” „… current behavior in maintenance of agricultural machines on German farms, an online survey was prepared …”

A. Barbaresi, M. Ceccarelli, M. Bovo, M. Agrusti, E. Santolini, D. Torreggiani, P. Tassinari, G. Menichetti Machine Learning Models for Predictions of Thermal Energy Need in Farm Buildings S. 477-484

„… hyper-parameters [13]. The outer cross-validation was based on 3-fold and the inner cross-validation on 5-fold …” „… Regression (LR) and eXtreme Gradient Boosting (XGB) underwent on a nested cross-validation and results are …” „… the models, calculated on each fold of the outer cross-validation. The four models are assessed …”

D. Tyris, D. Manolakos, T. Bartzanas, S. Benni, T. Amon, J. Maselyne, S. Lecompte, P. Grammelis, A. Balafoutis, G. Zhang, P. Bakalis, S. Kalogridis, O. Marchand, H. Hoes, J. Gomes RES4LIVE – Energy Smart Livestock Farming towards Zero Fossil Fuel Consumption S. 493-498

„… : RES4LIVE overall concept Pilot farms RES4LIVE approach is based on “diversification” principle so …” „… with filling station, has been completed. Based on the required fuel autonomy of the farm’s tractor …” „… operation on biomethane. A series of modular heat pumps have been designed from swine and poultry farms …”

L. Friedrich, P. Simon, A. Hoffmann, K.-L. Krieger Classification of manure type and their influence on the accuracy of nutrient determination in organic manures using NIR spectroscopy S. 359-364

„… evaluation, and stage 2 is on its validation. For this, we split the whole dataset into an evaluation and …” „… evaluationDataset split Stage 2 - model validation[LDA, KNN, SVMDT, NN]Pre-processingTestRegressorTestCattle …” „… Classification of manure type and their influence on the accuracy of nutrient determination in …”

Titelei/Inhaltsverzeichnis

„… 1J. Henningsen, C. Schroth, Fraunhofer IESE, KaiserslauternOn Farm Validation of different NIR …” „… sensor system for milk composition analysis: an on-farm real-time application …” „… Agriculture, Fisheries and Food), BelgiumConversion of a diesel farm tractor to run on bioCNG – Adapted in-use …”

S. Germer, M. E. Adamseged, Z. Ding, T. Heinrich, T. Hoffman, R. Orozco, H. Park, P. Grundmann Grass-based circular solutions for rural agri-food value chains – Lessons learnt from GO-GRASS project S. 305-312

„… solutions based on unused biomass and cost-effective processing technologies. 1. Introduction Bioeconomy …” „… strategies on European, national and regional levels call for a better use efficiency of renewable biological …” „… bioeconomy, the focus of terrestrial source material lays so far on forest and agricultural crop residuals …”

M. Agrusti, M. Ceccarelli, M. Bovo, S. Benni, A. Barbaresi, E. Santolini, D. Torreggiani, P. Tassinari Assessment of milk yield loss induced by heat stress in dairy cows – Researching the sustainability and the animal welfare S. 75-84

„… . The model has been calibrated and tested on the data collected on dairy farms which expressed their …” „… farmers VDI-Berichte Nr. 2406, 2022 75to increase both milk yield and animal welfare and, on the other …” „… the data collected on 91 lactating cows of a dairy farm, located in northern Italy and equipped with …”

S. Gros-Hardt, H. Korte Smart Traction – Design And Experimental Set up of a Track and Traction-Regulated Caterpillar-Track Chassis for Agricultural Tractor-Trailer Combinations S. 589-594

„… necessity on the field for the chassis to interact as gently as possible with the soil, limiting unnecessary …” „… damage. A consistent focus on more soil protection, as prescribed, for example, by the Fertiliser Act in …” „… the loads homogeneously across the area. However, when used in crops or on grassland, a large contact …”

A. van Dueren den Hollander Intra row weeding in sugar beets with the use of Artificial Intelligence – From theory to practice S. 267-274

„… training/validation data. Based on the annotated images (ground truth) the difference or similarity in detected …” „… its limitations. Planted crops like lettuce have a head start on the weeds that are emerging from …” „… installed on the implement. After this, several optimization steps where necessary in order to have a …”

L. Poppa, L. Frerichs, J. Liu, M. Böl Experimental method to analyse the blackspot bruises of potato tuber flesh due to mechanical deformation S. 429-438

„… the farmer [2]. Tuber damage can be classified into external damages on the epidermis caused by …” „… settings to reduce tuber damage under changing harvesting conditions depend on the experience of the …” „… under controlled ambient conditions. Unfortunately, the lack of information on local stress estimation …”

D. Janke, M. Bornwin, T. Amon, B. Amon, K. Coorevits, P. v. Overbeke, A. Declerck, P. Demeyer Development and validation of a low-cost online monitoring tool to manage barn climate and emissions from livestock housing systems S. 203-210

„… measurements on a large number of farms is enabled. The most relevant gaseous emissions from dairy housing are …” „… Development and validation of a low-cost online monitoring tool to manage barn climate and …” „… temperature, relative humidity, pressure, and lux. The focus of this study was on the investigation of the …”

doi.org/10.51202/9783181024065

VDI Wissensforum GmbH - LAND.TECHNIK AgEng 2023

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VDI Wissensforum GmbH (Hrsg.)

LAND.TECHNIK AgEng 2023

Reihe: VDI-Berichte

Band 2427 2023

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P. Riegler-Nurscher, M. Wenzlaff, H. Prankl, S. Stiene, R. Giaffreda Test Concepts AgrifoodTEF – The Test and Experimentation Facilities for AI and Robotics in the Agrifood sector S. 541-546

„… validation of their AI and Robotics solutions in real-world facilities. The agrifoodTEF network builds on …” „… , Fondazione Bruno Kessler, Trento, Italy Abstract AgrifoodTEF is a network of test and validation …” „… nodes of well-established research institutions and experimental farms in various regions highly …”

A. Tamrakar, M. Roberge Grain Handling Simulations in Combine Harvester – Simulation Development, Validation and Optimization S. 395-402

„… simulation validation. The wear-prone region (red areas) on a bearing hanger of an unload auger is compared …” „… Grain Handling Simulations in Combine Harvester Simulation Development, Validation and …” „… , validation steps, as well as design optimization for a robust grain handling system. For simulation …”

E. Eder, U. C. Bicici, P. Riegler-Nurscher Evaluating the work quality of in-row hoeing systems using computer vision methods S. 477-482

„… is to reduce the use of herbicides while increasing the effectiveness of weed control. The validation …” „… control to meet the needs of farmers and the environment. The presented method uses so-called Panoptic …” „… Segmentation based on Convolutional Neural Networks (CNNs) to detect different soil cover classes (soil, dead …”

T. Herlitzius, H. Döll, M. Lindner Tyre testing methodology to evaluate contact pressure distribution and simulation of the resulting soil compaction risk S. 247-254

„… their influence on soil stress from the farmer’s point of view. For this purpose, the tyres are …” „… on soil stress from the farmer’s point of view. The benchmark was initiated by the magazine “PROFI …” „… ” to explain to farmers the capabilities of modern tyre design. Since the focus is on practical …”

R. Grimm, M. Kügle, F. Kattler, J. Mayer, A. Fekete, M. Sepp Classifying tractor operational modes using a supervised machine learning model S. 93-108

„… modes by combining real-world data on positional information (e.g., field, farm, or road) and operating …” „… GmbH, Vehicle Validation, Marktoberdorf, Germany; Akos Fekete, Marton Sepp, Starschema, Part of …” „… HCLTech, Budapest, Hungary Abstract The agricultural business relies heavily on machines to perform …”

C. Campanella User experience evaluation, based on Ergonomics and Virtual Reality tools on CNHi agricultural tractors S. 363-370

„… everyone, first to farmers who, spending a lot of time on board tractors, increasingly appreciate safe …” „… Validation-Homologation-Manufacturing-Real users to get involved much earlier and engaged in a much more proactive way in design process …” „… User experience evaluation, based on Ergonomics and Virtual Reality tools on CNHi agricultural …”

J. Rieck, F. Behrendt, F. Gerdes, L. Frerichs Potential uses of bioenergy in the mobility sector and agricultural machinery S. 433-440

„… mobility sector out of all sectors contained the lowest share of renewables. On the contrary German biogas …” „… different simulation models, which are describing on the one hand the demand side, meaning the rural …” „… mobility and agricultural machinery, and on the other hand the generation side, namely the biogas plant …”

K. Kivekäs, A. Lajunen R. Stirnimann#S. Gfeller High-fidelity simulation modelling of agricultural mobile robots S. 255-262

„… simulation engine Project Chrono. The three-dimensional multibody model operates on a deformable terrain …” „… agricultural field work, as the robot was found to be capable of only 41 minutes of continuous operation on the …” „… electric agricultural machines. 1 Introduction Farm machines, primarily powered by diesel engines …”

Titelei/Inhaltsverzeichnis

„… , Thuenen-Institute of Farm Economics, BraunschweigWork light modularity, research for real 360° visibility, focus on …” „… VDI-Berichte 2427Bildquelle: ©Sunny Forest - Fotolia.com80th International Conference on …” „… Position Detection for Green-on-Green Mechanical Weeding 69B. Teurlinx, T. Ruigrok, F. Tamminga, J …”

C. A. Arévalo-Montaña, S. Böttinger Tractive effort prediction based on dynamic soil parameters S. 235-246

„… performance simulation on differently textured soils and validation: A basic study to make traction and energy …” „… Tractive effort prediction based on dynamic soil parameters César Andrés Arévalo-Montaña, Prof …” „… development of the Hohenheim Tyre Model, which simulates the dynamic behavior of agricultural tyres on firm …”

R. Konradt, S. Schmidt Design of an adjustable lightweight stilt tractor – Concept tractor for the application of biological control in maize S. 289-294

„… impact on ecosystems and biodiversity. Despite the availability of effective alternatives in the market …” „… project. It can be transported on a standard vehicle trailer allowing for efficient transitions between …” „… capsule launcher mounted on the tractor. Furthermore, the implemented control, sensor and automation …”

B. Teurlinx, T. Ruigrok, F. Tamminga, J. Ijsselmuiden, K. Bennin, Ö. Babur High Accuracy and High-Speed Crop Root Position Detection for Green-on-Green Mechanical Weeding S. 69-78

„… High Accuracy and High-Speed Crop Root Position Detection for Green-on-Green Mechanical Weeding …” „… agriculture relies heavily on chemical weed control to avoid weed infestations. However, the trend is shifting …” „… reducing. As a result, farmers are switching to mechanical weeding and organic farming is expanding [3 …”

doi.org/10.51202/9783181024270

VDI Wissensforum GmbH - LAND.TECHNIK AgEng 2019

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VDI Wissensforum GmbH (Hrsg.)

LAND.TECHNIK AgEng 2019

Reihe: VDI-Berichte

Band 2361 2019

Treffer in den folgenden Teilen:

J. Sonnen, J. Moller, A. Hammerschmidt agrirouter: First user experiences and next steps with the manufacturer-independent data exchange platform S. 69-76

„… foremost, the use of the agrirouter by end customers (farmers and contractors) concentrates on …” „… amount of data available for this purpose is also increasing rapidly. The following sections focus on …” „… enterprise or on a larger scale through data aggregation, is not the subject of these considerations, as …”

A. Hackfort, G. Happich, M. Lichtenstern Development of a Seamless User Experience for Smart Farming Applications – From Machine Interaction to System Synergy S. 229-234

„… farm manager focus on the management and planning aspect of the business while allowing the machine …” „… inter-operable screens which can be configured individually. With the increasing use of farm management systems …” „… on-board displays in the cab and the off-board operating and management systems on the web-based platform …”

T. M. J. Ruigrok, L. Voorhoeve , G. Kootstra, E. J. van Henten A robust plant localization and identification system for precision farming – The effects of uncontrolled illumination on an end-to-end deep-learning plant detection algorithm S. 383-390

„… uncontrolled illumination on an end-to-end deep-learning plant detection algorithm T. M. J. Ruigrok MSc …” „… ., L. Voorhoeve MSc., Dr. G. Kootstra, Prof. Dr. Ir. E. J. van Henten, Farm Technology Group …” „… the YOLOv3 object detector on both datasets. The object detector scored a mean Average Precision of …”

M. Sax, R. Latsch, T. Anken, V. Moser, P. Krummenacher Automated site-specific overseeding of grassland S. 165-228

„… harvester has its own hydraulic power pack mounted on the three-pointlinkage of a farm tractor and driven …” „… operating cost. The costs are based on actual farmer costs concerning tractors and labour, and an …” „… (b) 0.135 to 0.176 (a) Average local contractors’ charges (b) Based on farmer costs (tractors …”

A. Biswas, E. Eising SoilReader: A new in-situ multi-depth, multi-constituent, on-the-go precision soil analyzer S. 355-376

„… up spectral data collection parameters based on laboratory experiments, calibration and validation …” „… SoilReader: A new in-situ multi-depth, multi-constituent, on-the-go precision soil analyzer …” „… , success of which is dependent on the detailed information in our soil. While traditional sampling and …”

Titelei/Inhaltsverzeichnis

„… VDI-Berichte 2361 VDI-MEG 77th International Conference on Agricultural Engineering LAND.TECHNIK …” „… � � � � � � � � � � � � � � � � �91 D. Smart, John Deere, Waterloo, Iowa, USA; V. Brill, CLAAS, Dissen Advanced On-board Electronics …” „… Validation of a particle simulation of potatoes under harvesting-like conditions …”

doi.org/10.51202/9783181023617

VDI Wissensforum GmbH - Land.Technik 2018

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VDI Wissensforum GmbH (Hrsg.)

Land.Technik 2018

Reihe: VDI-Berichte

Band 2332 2018

Treffer in den folgenden Teilen:

M. Seitz, I. Lugovskyi, S. Annegarn, K. Stenzel, M. Nachtmann, V. Otter Ableitung standardisierter Evaluationsmethoden für digitale Entscheidungs-Unterstützungs- Systeme im Pflanzenschutz S. 73-86

„… Technology (UTAUT) on Farmers' Use of Communication Technology. Journal of Human Development and …” „… in agricultural practice is very low due to technical limitations and the attitude of the farmers …” „… form a closer link between academia, farmers and developers. Therefore, an evaluation standard, which …”

doi.org/10.51202/9783181023327

VDI Wissensforum GmbH - ELIV-MarketPlace 2022

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VDI Wissensforum GmbH (Hrsg.)

ELIV-MarketPlace 2022

Reihe: VDI-Berichte

Band 2405 2022

Treffer in den folgenden Teilen:

V. Anselm, I. Kotori Mastering Data Replay and HIL for ADAS and AD together S. 145-158

„… ni.comIncreasing Simulation During the Validation Test Process INDUSTRY LOOKBACK ON WHY REPLAY AND …” „… Single toolchain for ADAS validationMAXIMIZE TEST COVERAGE Run more test in the labENSURE DATA …” „… ., NI (National Instruments), Munich Abstract Validating the perception system on ADAS ECUs remains …”

J. Walther, S. Breitkreutz, L. Dreißig End-to-end Continuous Integration and Test enabled by Continental’s Cooperation Portal and Volkswagen’s Compound Test System S. 29-36

„… delivery of e.g., bug fixes, validation reports, ..› Seamless integration of new features and functions …” „… › Reduced development time due to automated SW validation and integrationContinental DevOps Solution3rd …” „… roll-out› Deeper Collaboration (e.g., including Bug Report sharing) blocked by contracts› Slow adaption on …”

doi.org/10.51202/9783181024058

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