Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Journal Year: 2024, Volume and Issue: 17, P. 5920 - 5945

Published: Jan. 1, 2024

Agriculture can be regarded as the backbone of human civilization. As technology evolved, synergy between agriculture and remote sensing has brought about a paradigm shift, thereby entirely revolutionizing traditional agricultural practices. Nevertheless, adoption technologies in face various challenges terms limited spatial temporal coverage, high cloud cover, low data quality so on. Industry 5.0 marks new era industrial revolution, where humans machines collaborate closely, leveraging their distinct capabilities, enhancing decision making sustainability resilience. This paper provides comprehensive survey on related aspects dealing with practices (I5.0) era. We also elaborately discuss applications pertaining to I5.0- enabled for agriculture. Finally, we several issues integration I5.0 sensing. offers valuable insights into current state, challenges, potential advancements principles agriculture, thus paving way future research, development, implementation strategies this domain.

Language: Английский

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How will the digital twin shape the future of industry 5.0?

Technovation, Journal Year: 2024, Volume and Issue: 134, P. 103025 - 103025

Published: May 3, 2024

Industry 5.0 is on the horizon, but role of digital twins (DTs) as one its major technological enablers far from being understood. This article begins with a bibliometric analysis and systematic review, followed by discussion insights obtained literature through lens strong structuration theory. The results include description new paradigm future-oriented responsible physical-digital convergence, research agenda, proposal structure – agency (SA)–DT framework to guide advances in twins. A concept-centric used identify use cases, impacts, redesigned forms physical–digital interaction, challenges, changes both human non-human agents increasingly intertwined more advanced DT solutions. Moreover, this study reveals how can be deployed address, an integrated manner, three main pillars 5.0: human-centric, sustainable, resilient industry transformation. Practitioners may find our contribution helpful for their roadmaps, which require ample interaction society at all levels evidence practices current future generations.

Language: Английский

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Internet of Robotic Things: Current Technologies, Challenges, Applications, and Future Research Topics

Sensors, Journal Year: 2025, Volume and Issue: 25(3), P. 765 - 765

Published: Jan. 27, 2025

This article focuses on the integration of Internet Things (IoT) and Robotic Things, representing a dynamic research area with significant potential for industrial applications. The (IoRT) integrates IoT technologies into robotic systems, enhancing their efficiency autonomy. provides an overview used in IoRT, including hardware components, communication technologies, cloud services. It also explores IoRT applications industries such as healthcare, agriculture, more. discusses challenges future directions, data security, energy efficiency, ethical issues. goal is to raise awareness importance demonstrate how this technology can bring benefits across various sectors.

Language: Английский

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Exploring Systemic Sustainability in Manufacturing: Geoanthropology’s Strategic Lens Shaping Industry 6.0

Global Journal of Flexible Systems Management, Journal Year: 2024, Volume and Issue: 25(3), P. 579 - 600

Published: June 20, 2024

Abstract This seminal study explores systemic sustainability within the Industry 5.0 paradigm, using strategic lens of geoanthropology to shape emerging concept 6.0. A transdisciplinary approach is adopted, integrating geoanthropological insights into analysis Italian ceramic district. Seven key factors are considered: resource consumption, production dynamics, innovation, environmental impact, social market and economic impact. Historical events such as changes in industrial policy, slowdowns, COVID-19 pandemic identified significant for sector. contingent tailored unique characteristics district provides an in-depth understanding its challenges opportunities. The incorporation a perspective that allows examination complex interactions between people their environment setting. highlights central role digitalization, government policies driving positive efficiency, Nevertheless, remain, including delicate balance well effective management impacts digitization. To address these challenges, index derived from proposed pragmatic tool measure guide development initiatives results this not only pave way new horizons assessment but also provide valuable managers formulate strategies foster organizational flexibility resilience.

Language: Английский

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Adding Value to Wood-Based Products: A Systematic Literature Review on Drivers

Forests, Journal Year: 2025, Volume and Issue: 16(4), P. 590 - 590

Published: March 28, 2025

The term “added value” is frequently used by stakeholders in the forest wood sector. However, beyond its intuitive meaning, what does mean economics, and are main ways of adding value to wood-based products? To answer these questions, a theoretical framework concept an overview applications within supply chains provided. Subsequently, results systematic literature review reported. A total 1974 primary research articles published English last decade were collected from Scopus Web Science databases. objectives understand how addressed, determine which products studied, identify added, ascertain consequences. analysis 111 selected showed that often as label rather than clearly defined concept. Improved production processes valorisation raw materials found be methods products, while environmental benefits emerged most frequent objective. findings may serve several purposes, such identifying needs, guiding industrial innovation, informing policy makers, helping implement measures really benefit chains. Building on this study, future could explore added perceived implemented enterprises, industries, policymakers, other stakeholders. This would provide broader reference for applying value.

Language: Английский

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A Methodological Framework for Designing Personalised Training Programs to Support Personnel Upskilling in Industry 5.0

Computers, Journal Year: 2023, Volume and Issue: 12(11), P. 224 - 224

Published: Nov. 2, 2023

Industry 5.0 emphasises social sustainability and highlights the critical need for personnel upskilling reskilling to achieve seamless integration of human expertise advanced technology. This paper presents a methodological framework designing personalised training programs that support upskilling, with goal fostering flexibility resilience amid rapid changes in industrial landscape. The proposed encompasses seven stages: (1) Integration Existing Systems, (2) Data Collection, (3) Preparation, (4) Skills-Models Extraction, (5) Assessment Skills Qualifications, (6) Recommendations Training Program, (7) Evaluation Continuous Improvement. By leveraging Large Language Models (LLMs) human-centric principles, our methodology enables creation tailored help organisations promote culture proactive learning. work thus contributes sustainable development workforce, facilitating access high-quality well-being satisfaction. Through food-processing use case, this demonstrates how can identify skill gaps opportunities these insights drive 5.0.

Language: Английский

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Evaluating the Impact of AI-Based Sustainability Measures in Industry 5.0: A Longitudinal Study

BIO Web of Conferences, Journal Year: 2024, Volume and Issue: 86, P. 01058 - 01058

Published: Jan. 1, 2024

In the context of Industry 5.0, this long-term study assesses significant influence AI-based sustainability metrics. It also illuminates a novel paradigm in which artificial intelligence (AI) and human expertise work together to jointly drive sustainability, financial performance, employee satisfaction, overall ecological responsibility. AI-driven efforts produced surprising 12% reduction trash creation, an amazing 7% energy usage, 8% drop CO2 emissions over five-year period. Financially speaking, these actions showed up as steady 4% annual revenue growth, $2 million cost reductions on average each year, cumulative 3.4% gain return investment. The factor is even more notable, with satisfaction ratings rising from 4.2 4.7 work-life balance scores significantly 4.1 4.6. By 2024, 70% workers will have adopted AI, demonstrating how essential AI has become working. An all-encompassing score that included dynamic components increased 60 75 indicating general improvement sustainability. This emphasizes mutually beneficial relationship between 5.0. shows fosters sustainable balanced industrial future by improving environmental responsibility workforce while producing benefits.

Language: Английский

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Glass Waste Circular Economy - Advancing to High-Value Glass Sheets Recovery using Industry 4.0 and 5.0 technologies

Journal of Cleaner Production, Journal Year: 2024, Volume and Issue: 462, P. 142629 - 142629

Published: May 20, 2024

Due to the ongoing development of urban infrastructure and higher living standards, waste glass has become a significant component municipal solid that cannot be disregarded. To address this issue, researchers have been looking for sustainable solutions establish Circular Economy best practices full value chain products made glass, particularly from high-quality sheets. Unfortunately, most is either dumped in landfills or recycled an open-loop manner, due its diverse composition low volume. However, with advent Industry 4.0 5.0 technologies, including machine-to-machine communication, artificial intelligence, Internet Things, collaborative robots, dynamic life cycle assessment, advanced remanufacturing techniques, it could now possible characterize recover end-of-life sheets like chemically strengthened glasses, e.g. used smartphone screens, real time smart factories use other high-tech applications. Such can economically produce on-demand batch-size 1 products, marking fundamental transition conventional recycling methods solution. This paper delves into integration technologies research potential contributions 5.0, addressing societal implications. It also introduces intelligent method assess optimize lifespan screen suggesting reuse solutions.

Language: Английский

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From Food Industry 4.0 to Food Industry 5.0: Identifying technological enablers and potential future applications in the food sector

Comprehensive Reviews in Food Science and Food Safety, Journal Year: 2024, Volume and Issue: 23(6)

Published: Oct. 22, 2024

Abstract Although several food‐related fields have yet to fully grasp the speed and breadth of fourth industrial revolution (also known as Industry 4.0), growing literature from other sectors shows that 5.0 (referring fifth revolution) is already underway. Food 4.0 has been characterized by fusion physical, digital, biological advances in food science technology, whereas future could be seen a more holistic, multidisciplinary, multidimensional approach. This review will focus on identifying potential enabling technologies harnessed shape coming years. We state‐of‐the‐art studies use innovative various agriculture applications over last 5 In addition, opportunities challenges highlighted, directions conclusions drawn. Preliminary evidence suggests outcome an evolutionary process not revolution, often claimed. Our results show regenerative and/or conversational artificial intelligence, Internet Everything, miniaturized nanosensors, 4D printing beyond, cobots advanced drones, edge computing, redactable blockchain, metaverse immersive techniques, cyber‐physical systems, digital twins, sixth‐generation wireless beyond are likely among main driving 5.0. framework, vision, value becoming popular research topics academic fields, agri‐food sector just started embrace some aspects dimensions

Language: Английский

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Infrastructure Potential and Human-Centric Strategies in the Context of Industry 5.0

Advances in web technologies and engineering book series, Journal Year: 2024, Volume and Issue: unknown, P. 199 - 214

Published: Jan. 25, 2024

Moving from Industry 4.0 to 5.0 represents a significant shift in manufacturing, focusing on human collaboration, customization, and sustainability instead of just automation digitization. brings substantial advancements that reshape the industrial landscape. This chapter examines transition, emphasizing importance infrastructure, ethical concerns, future implication. relies robust blending physical digital elements enable advanced technology integration. It places human-centric strategies at its core, interaction, well-being, skill development. The synergy between infrastructure approaches is pivotal for 5.0's success, enabling ergonomic workplaces, seamless human-machine data access, customization. Simultaneously, prioritize development, considerations, fostering harmonious synergy.

Language: Английский

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