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Erschienen in:

2025 | OriginalPaper | Buchkapitel

Innovative Approach to Autonomous Lavender Harvesting Robot Design Through Cognitive and Systematic Design Integration

verfasst von : Bogdan Balog, Stelian Brad

Erschienen in: World Conference of AI-Powered Innovation and Inventive Design

Verlag: Springer Nature Switzerland

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Abstract

Addressing the intricate challenges of lavender harvesting, this study pioneers the development of an autonomous robot, integrating cutting-edge methodologies to enhance agricultural robotics. Traditional harvesting methods have faltered in efficiently collecting lavender, a crop demanding precise and gentle handling. By synthesizing the “Cognitive Breakthrough Assistant” (COBRA), generative AI, the Theory of Inventive Problem Solving (TRIZ), and the Complex Systems Design Technique (CSDT), our research seeks to dismantle psychological inertia, fostering a fertile ground for innovative solutions in robotic design. The methodology adopts COBRA to pinpoint and disrupt entrenched thinking patterns, utilizing its natural language processing to reassess and redefine problem-solving paradigms. The amalgamation of generative AI with TRIZ and CSDT propels forward the ideation and design phases, crafting a robot equipped with sophisticated navigation, delicate handling mechanisms, and adaptive algorithms tailored for the nuances of lavender fields. This interdisciplinary approach yields a prototype that excels in diverse harvesting scenarios and sets the stage for its optimization toward commercial viability, emphasizing scalability and sustainability. With rigorous field trials, the prototype's efficacy in real-world conditions promises a significant leap toward commercial production.

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Literatur
1.
Zurück zum Zitat Yalcin, H., Kavuncuoğlu, H., Tulukcu, E., Eroğlu, Z.: The effect of harvest time on the bioactive properties and volatile components of lavender (Lavandula officinalis). Qual. Assur. Saf. Crops Foods 9(3), 275–283 (2017)CrossRef Yalcin, H., Kavuncuoğlu, H., Tulukcu, E., Eroğlu, Z.: The effect of harvest time on the bioactive properties and volatile components of lavender (Lavandula officinalis). Qual. Assur. Saf. Crops Foods 9(3), 275–283 (2017)CrossRef
2.
Zurück zum Zitat Fischer, R.A., Connor, D.J.: Issues for cropping and agricultural science in the next 20 years. Field Crop Res. 222, 121–142 (2018)CrossRef Fischer, R.A., Connor, D.J.: Issues for cropping and agricultural science in the next 20 years. Field Crop Res. 222, 121–142 (2018)CrossRef
4.
Zurück zum Zitat Brad, S.: Mapping the evolutionary journey of TRIZ and pioneering its next S-curve in the age of AI-aided invention. In: Cavallucci, D., Livotov, P., Brad, S. (eds.) Towards AI-aided invention and innovation. TFC 2023. IFIP Advances in Information and Communication Technology, vol. 682. Springer, Cham (2023) Brad, S.: Mapping the evolutionary journey of TRIZ and pioneering its next S-curve in the age of AI-aided invention. In: Cavallucci, D., Livotov, P., Brad, S. (eds.) Towards AI-aided invention and innovation. TFC 2023. IFIP Advances in Information and Communication Technology, vol. 682. Springer, Cham (2023)
8.
Zurück zum Zitat Arora, S., Rani, R., Saxena, N.: Modified valence aware dictionary for sentiment reasoning classifier for detection and classification of Covid‐19 related rumors from social media data streams. Concurrency Comput.: Pract. Experience (2022). https://doi.org/10.1002/cpe.7124CrossRef Arora, S., Rani, R., Saxena, N.: Modified valence aware dictionary for sentiment reasoning classifier for detection and classification of Covid‐19 related rumors from social media data streams. Concurrency Comput.: Pract. Experience (2022). https://​doi.​org/​10.​1002/​cpe.​7124CrossRef
Metadaten
Titel
Innovative Approach to Autonomous Lavender Harvesting Robot Design Through Cognitive and Systematic Design Integration
verfasst von
Bogdan Balog
Stelian Brad
Copyright-Jahr
2025
DOI
https://doi.org/10.1007/978-3-031-75923-9_1