[HTML][HTML] Avenues for non-conventional robotics technology applications in the food industry

A Derossi, E Di Palma, JA Moses… - Food Research …, 2023 - Elsevier
Robots in manufacturing alleviate hazardous environmental conditions, reduce the
physical/mental stress of the workers, maintain high precision for repetitive movements …

Towards practical robotic chef: Review of relevant work and future challenges

G Sochacki, X Zhang, A Abdulali… - Journal of Field …, 2024 - Wiley Online Library
Robotic chefs are a promising technology that can improve the availability of quality food by
reducing the time required for cooking, therefore decreasing food's overall cost. This paper …

Recognition of human chef's intentions for incremental learning of cookbook by robotic salad chef

G Sochacki, A Abdulali, NK Hosseini, F Iida - IEEE Access, 2023 - ieeexplore.ieee.org
Robotic chefs are a promising technology that can bring sizeable health and economic
benefits when deployed ubiquitously. This deployment is hindered by the costly process of …

Mastication-enhanced taste-based classification of multi-ingredient dishes for robotic cooking

G Sochacki, A Abdulali, F Iida - Frontiers in Robotics and AI, 2022 - frontiersin.org
Chefs frequently rely on their taste to assess the content and flavor of dishes during cooking.
While tasting the food, the mastication process also provides continuous feedback by …

[PDF][PDF] Deep learning speech recognition for residential assistant robot

R Jiménez-Moreno, RA Castillo - IAES International Journal of …, 2023 - academia.edu
This work presents the design and validation of a voice assistant to command robotic tasks
in a residential environment, as a support for people who require isolation or support due to …

Theoretical framework for human-like robotic taste with reference to nutritional needs

G Sochacki, A Abdulali, L Cheke… - IOP Conference series …, 2023 - iopscience.iop.org
This paper contains a theoretical framework for an intelligent robot that can feed itself with
organic matter and learns to like and want certain foods. Furthermore, being tied to the …

Real-world cooking robot system from recipes based on food state recognition using foundation models and PDDL

N Kanazawa, K Kawaharazuka, Y Obinata… - Advanced …, 2024 - Taylor & Francis
Although there is a growing demand for cooking behaviors as one of the expected tasks for
robots, a series of cooking behaviors based on new recipe descriptions by robots in the real …

Closed-Loop Robotic Cooking of Soups with Multi-modal Taste Feedback

J Shi, A Abdulali, G Sochacki, F Iida - Annual Conference Towards …, 2023 - Springer
Cooking soup is a complex dynamic process, where the properties and taste of ingredients
change during long temperature exposure. Furthermore, the simmering process of a soup …

Robotic Optimization of Powdered Beverages Leveraging Computer Vision and Bayesian Optimization

E Szymanska, J Hughes - arxiv preprint arxiv:2409.11499, 2024 - arxiv.org
The growing demand for innovative research in the food industry is driving the adoption of
robots in large-scale experimentation, as it offers increased precision, replicability, and …

Automated Cooking Systems: Benefits, Challenges, and Future Directions

MGA Bautista, NJ Suganob… - 2023 IEEE 15th …, 2023 - ieeexplore.ieee.org
Automated cooking systems (ACS) have revolutionized the cooking process by combining
disruptive technologies such as the Internet-of-Things (IoT), artificial intelligence (AI), and …