Published: Oct. 1, 2023
Digital twinning is gaining popularity in domains outside of traditional engineered systems, including cyber-physical systems (CPS) with biological modalities, or cyber-biophysical (CBPS) short. While digital has well-established practices CPS settings, it raises special challenges the context CBPS. In this paper, we identify such and lessons learned through an industry case a twin for CBPS controlled environment agriculture.
Language: Английский
Green Technologies and Sustainability, Journal Year: 2023, Volume and Issue: 1(2), P. 100021 - 100021
Published: March 8, 2023
Global food insecurity has become a significant concern, especially for emerging economies. The crisis been exacerbated recently due to the intense supply chain disruption resulting from COVID-19 pandemic and ongoing Russia–Ukraine war. Agriculture 4.0, which combines conventional agriculture with various modern cutting-edge technologies, might help in this regard improve security. In such context, it is essential accurately identify pertinent drivers of 4.0 implementation ensure sustainability security This study, therefore, aims classify, assess, analyze hierarchical relationships among context an economy like Bangladesh, combining Pareto analysis, fuzzy theory, total interpretative structural modeling (TISM), Matriced' Impacts Cruoses Multiplication Applique un Classement (MICMAC) analysis. Based on literature review expert feedback, eighteen factors were identified initially. After employing top thirteen have further analyzed using TISM MICMAC examine their interrelationships. study findings indicate that "Automation & Robotics lessen usage manual labor", "Augmented reality (AR) training new farmers guiding tool evaluation," "Providing adequate financial incentives impoverished building storage facilities" are three most influential implement 4.0. expected contribute significantly future innovation development sector, eliminate hunger regional It potential assist practitioners industry leaders economies strategic decision-making achieving agricultural sector thus achieve relevant SDGs.
Language: Английский
Citations
67
Foods, Journal Year: 2023, Volume and Issue: 12(24), P. 4511 - 4511
Published: Dec. 18, 2023
Over the past few decades, food industry has undergone revolutionary changes due to impacts of globalization, technological advancements, and ever-evolving consumer demands. Artificial intelligence (AI) big data have become pivotal in strengthening safety, production, marketing. With continuous evolution AI technology analytics, is poised embrace further developmental opportunities. An increasing number enterprises will leverage enhance product quality, meet needs, propel toward a more intelligent sustainable future. This review delves into applications sector, examining their on risk management, insights. Furthermore, advent Industry 4.0 applied brought fore technologies such as smart agriculture, robotic farming, drones, 3D printing, digital twins; also faces challenges production development going forward. articulates current state industry, analyses encountered, discusses viable solutions. Lastly, it outlines future trends industry.
Language: Английский
Citations
59
Computer Science & IT Research Journal, Journal Year: 2024, Volume and Issue: 5(7), P. 1565 - 1575
Published: July 7, 2024
Advanced analytics has revolutionized decision-making processes in agriculture and business by harnessing data-driven insights to optimize operations, manage risks, drive innovation. This paper explores the transformative role of advanced these sectors, highlighting key benefits, challenges, future directions. In agriculture, enables precision farming integrating AI, IoT sensors, satellite imagery. Predictive models forecast crop yields, irrigation, enhance soil management practices, improving productivity sustainability. Similarly, supports strategic analyzing consumer behavior, predicting market trends, optimizing supply chain operations. However, adopting faces challenges such as data quality, technical expertise, cost constraints, ethical considerations. Addressing requires investments infrastructure, talent development, regulatory compliance ensure secure usage. Emerging trends include AI-driven automation, blockchain for transparency, augmented democratizing access. Recommendations stakeholders investing capabilities, fostering collaborative partnerships, promoting a culture decision making. conclusion, offers profound opportunities efficiency, inform making, sustainable growth business. Embracing technologies is essential organizations seeking thrive economy. Keywords: Analytics, Precision Farming, Data-driven Decision Making, Business Intelligence.
Language: Английский
Citations
24
Journal of Cleaner Production, Journal Year: 2024, Volume and Issue: 456, P. 142379 - 142379
Published: April 30, 2024
Language: Английский
Citations
18
Sustainability, Journal Year: 2024, Volume and Issue: 16(6), P. 2425 - 2425
Published: March 14, 2024
In the modern era, imperative of digitalisation to enhance competitiveness spans various sectors, with agriculture being no exception. Agriculture 4.0, strategically positioned address challenges like climate change, food security, and resource preservation, holds potential increase productivity, profitability, sustainability in agriculture. Despite global accessibility digital technologies, their adoption within sector, especially among small medium-sized farms, encounters obstacles. Realising full 4.0 requires understanding factors influencing technology adoption. To this, study conducts a systematic literature review using PRISMA method, focusing on identifying primary drivers barriers associated implementation technologies. The is complemented by network analysis identified barriers. A total 42 articles from 2011 2023, sourced Scopus database, are examined. Individual farm-related play crucial role driving smart farming along social trust influence. Economic constraints lack infrastructure, such as internet access, emerge significant can inform development strategies promote transition 4.0. Farmers stand benefit insights into advantages, required skills, challenges, aiding informed decision-making
Language: Английский
Citations
17
Agriculture, Journal Year: 2022, Volume and Issue: 12(9), P. 1333 - 1333
Published: Aug. 29, 2022
Dating back many millennia, agriculture is an ancient practice in the evolution of civilization. It was developed when humans thought about it and concluded that not everyone community required to produce food. Instead, specialized labor, tools, techniques could help people achieve surplus food for their community. Since then, has continuously evolved across ages occupied a vital, synergistic position existence humanity. The based on compulsion feed growing population, and, importantly, maintain quality traceability food, prevent counterfeit products, modernize optimize yield. Recent trends advancements blockchain technology have some significant attributes are ideal agriculture. invention implementation caused fair share positive disruptions evolutionary adoption domain. Blockchain been adopted at various stages lifecycle improved evolution. This work presents intense survey literature how positively impacted continues influence market verticals agriculture, challenges future.
Language: Английский
Citations
66
Logistics, Journal Year: 2022, Volume and Issue: 6(4), P. 85 - 85
Published: Dec. 8, 2022
Background: This study presents a comprehensive review of blockchain technology with sustainability orientation in supply chains and logistics. Methods: The publications are extracted from the Scopus Web Science databases, comprising 552 between 2017 2022. Several bibliometric laws techniques, namely three-field analysis, Bradford’s Law, Lotka’s thematic maps, applied R bibliometrix package. Content analysis is also carried out based on 185 to appreciate industry-based view field. Results: results indicate that this field rise. Authors, sources, affiliations, countries, keywords, their relationships addressed. findings content maps reveal some most highlighted themes literature include traceability, COVID-19, internet things, Industry 4.0. popular industry discovered be food agriculture. Conclusions: paper contributes still relatively scarce how fosters sustainable logistics, providing closer look at use, methodologies, future directions for different industries concerning food, agriculture, fashion, textile apparel, manufacturing, automotive, maritime shipping, healthcare pharmaceutical, mining mineral, energy.
Language: Английский
Citations
61
Frontiers in Psychology, Journal Year: 2022, Volume and Issue: 13
Published: July 8, 2022
Digital green innovation (DGI) is the core factor that affects digitalization and decarbonization strategy of agricultural high-end equipment manufacturing (AHEM) system. Although AHEM enterprises actively cooperate with academic research institutes to develop equipment, there are many obstacles in process DGI. Moreover, integration digital technology from perspective partner matching for system has not been fully introduced current literature. Hence, this study aimed (i) establish a suitable framework general, (ii) quantify selection DGI by institutions based on niche theory, (iii) propose an extended field model combined fuzzy VIKOR model. First, theoretical consisting three elements superposition, mutual benefit, trust, technological complementarity was constructed intensity overlap degree. ability superposition technology, technical beneficial transferring knowledge industry. Second, triangle number prospect theory method were into construct complementary resources. The successfully applied practical cases illustrate how can be implemented solve problem selection. Third, results case show criteria real-world enterprises. This only puts forward standard fitness evaluation but also establishes domain management theory. novel help carry out development equipment. following implications: constructing theory; developing enterprises; assisting perform practice.
Language: Английский
Citations
59
Sensors, Journal Year: 2022, Volume and Issue: 22(19), P. 7295 - 7295
Published: Sept. 26, 2022
The growing global demand for food and the environmental impact caused by agriculture have made this activity increasingly dependent on electronics, information technology, telecommunications technologies. In Colombia, is of great importance not only as a commercial activity, but also source employment. However, concept smart has been widely applied in country, resulting high production various types crops due to planting large areas land, rather than optimization processes involved activity. Due its technical characteristics radio spectrum considered deployment, 5G can be seen one technologies that could generate greatest benefits Colombian agricultural sector, especially most remote rural areas, which currently lack mobile network coverage. This article provides an overview current technology landscape Colombia presents examples possible 5G/IoT applications developed fields. results show facilitate implementation farm improving efficiency. It useful when designing plans strategies, since it categorizes regions products. based budget availability, population density, regional development plans, among others.
Language: Английский
Citations
39
Journal of Cleaner Production, Journal Year: 2023, Volume and Issue: 420, P. 138293 - 138293
Published: Aug. 3, 2023
Language: Английский
Citations
29