The human role in Human-centric Industry

Kalateh, Sepideh; Estrada-Jimenez, Luis Alberto; Pulikottil, Terrin; Nikghadam-Hojjati, Sanaz; Barata, José

doi:10.1109/iecon49645.2022.9968440

Cited by 9 publications

(2 citation statements)

References 35 publications

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“…This model is applicable not only in the animal kingdom but also has implications for understanding cooperation and interdependence. These implications extend to human societies and industrial contexts [54]. In such settings, collaboration, individual autonomy, and survival in times of resource scarcity are critical factors [55], [56].…”

Section: A Altruism and Reciprocal Altruismmentioning

confidence: 99%

“…technologies, humans play a crucial and active role in a collaborative system. Humans are pivotal in decisionmaking, problem-solving, and contributing to the holistic functioning of the system [54]. Operators interact with technology, machines, and other resources and can provide insights based on experience, feedback on system performance, and contribute to the evolution of processes for better efficiency and effectiveness.…”

Section: Limitations and Future Workmentioning

confidence: 99%

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An Altruistic-Based Framework to Support Collaborative Healing of Manufacturing Resources in a Self-Organized Shop-Floor

Estrada-Jimenez,

Kalateh,

Nikghadam-Hojjati

et al. 2024

IEEE Access

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In manufacturing, biologicalisation defines the analysis of biological patterns as a source of inspiration to model intelligent manufacturing systems. This analysis is highly desirable as an answer to the increasing complexity of modeling current engineering solutions which are required to be self-organized, cooperative, and autonomous. Building on this line of research, our paper introduces a framework inspired by the notion of "reciprocal altruism" observed in species like vampire bats. The goal of this framework is twofold; first, to showcase the bio-inspired methodological guidelines of altruism in a manufacturing context. Second, to foster cooperative behaviors among its constitutive resources (equipment, machine, or robot that is capable of autonomously performing a manufacturing task). The core idea revolves around the assignment of two roles: altruistic/donors and recipients. In this context, altruistic/donors are individuals willing to share their resources or capabilities with those in need, even at the potential cost of their own fitness. We believe that this concept has versatile applications in various manufacturing scenarios, ranging from peer-to-peer energy sharing among mobile robots to load sharing and even tool sharing. In our work, we instantiate the control logic, functionalities, and proof of concept of this altruistic approach, focusing on tool-sharing as an illustrative application. Our preliminary results demonstrate an improvement when comparing the altruistic approach with a manual one. This improvement is particularly evident when considering potential production downtime and production rate fluctuations caused by tool defects. These findings underscore the tangible benefits that bio-inspired solutions can offer in addressing the ongoing challenges of smart manufacturing, especially in terms of engineering design.

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Section: A Altruism and Reciprocal Altruismmentioning

confidence: 99%

Section: Limitations and Future Workmentioning

confidence: 99%

An Altruistic-Based Framework to Support Collaborative Healing of Manufacturing Resources in a Self-Organized Shop-Floor

Estrada-Jimenez,

Kalateh,

Nikghadam-Hojjati

et al. 2024

IEEE Access

Self Cite

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A Bio-inspired and Altruistic-Based Framework to Support Collaborative Healing in a Smart Manufacturing Shop-Floor

Estrada-Jimenez

Kalateh

Nikghadam-Hojjati

et al. 2023

IFIP Advances in Information and Communication Technology

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Biologicalisation defines the analysis of biological patterns as a source of inspiration to model intelligent manufacturing systems. Due to their inherent adaptability, these design representations are highly desirable considering the increasing complexity of modeling current manufacturing solutions. Contributing to the idea of self-organizing and autonomous shop floors, we present a framework that aims to support the collaborative healing of manufacturing resources. This has been inspired on the altruistic behavior of bats in which social care is demonstrated (e.g., in bat colonies) even at the cost of individuals’ fitness/health. These ideas are conceptually showcased in an emergent automation manufacturing application, i.e., peer-to-peer energy sharing in automated guided vehicles. Some conclusions, and potential future research are discussed at the end of the paper.

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Towards a Framework for Multimodal Creativity States Detection from Emotion, Arousal, and Valence

Kalateh,

Nikghadam Hojjati,

Barata

2024

Lecture Notes in Computer Science

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The human role in Human-centric Industry

Cited by 9 publications

References 35 publications

An Altruistic-Based Framework to Support Collaborative Healing of Manufacturing Resources in a Self-Organized Shop-Floor

An Altruistic-Based Framework to Support Collaborative Healing of Manufacturing Resources in a Self-Organized Shop-Floor

A Bio-inspired and Altruistic-Based Framework to Support Collaborative Healing in a Smart Manufacturing Shop-Floor

Towards a Framework for Multimodal Creativity States Detection from Emotion, Arousal, and Valence

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