Internet of things for smart factories in industry 4.0, a review

Internet of Things and Cyber-Physical Systems, Journal Year: 2023, Volume and Issue: 3, P. 192 - 204

Published: Jan. 1, 2023

The Internet of Things (IoT) is playing a significant role in the transformation traditional factories into smart Industry 4.0 by using network interconnected devices, sensors, and software to monitor optimize production process. Predictive maintenance IoT can also be used prevent machine failures, reduce downtime, extend lifespan equipment. To energy usage during part manufacturing, manufacturers obtain real-time insights consumption patterns deploying sensors factories. Also, provide more comprehensive view factory environment enhance workplace safety identifying potential hazards alerting workers dangers. Suppliers use IoT-enabled tracking devices shipments updates on delivery times locations order analyze supply chain Moreover, powerful technology which inventory management costs, improve efficiency, visibility levels movements. impact internet thing industry 4.0, review presented. Applications things such as predictive maintenance, asset tracking, management, quality control, process monitoring, efficiency optimization are reviewed. Thus, analyzing application new ideas advanced methodologies provided control processes.

Language: Английский

---

Smart Sensors and Smart Data for Precision Agriculture: A Review

Sensors, Journal Year: 2024, Volume and Issue: 24(8), P. 2647 - 2647

Published: April 21, 2024

Precision agriculture, driven by the convergence of smart sensors and advanced technologies, has emerged as a transformative force in modern farming practices. The present review synthesizes insights from multitude research papers, exploring dynamic landscape precision agriculture. main focus is on integration sensors, coupled with technologies such Internet Things (IoT), big data analytics, Artificial Intelligence (AI). This analysis set context optimizing crop management, using resources wisely, promoting sustainability agricultural sector. aims to provide an in-depth understanding emerging trends key developments field By highlighting benefits integrating innovative it aspires enlighten practitioners, researchers, policymakers best practices, current challenges, prospects. It foster transition towards more sustainable, efficient, intelligent practices while encouraging continued adoption adaptation new technologies.

Language: Английский

---

Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture

Internet of Things, Journal Year: 2023, Volume and Issue: 23, P. 100830 - 100830

Published: May 25, 2023

Language: Английский

---

Open Innovation in Agribusiness: Barriers and Challenges in the Transition to Agriculture 4.0

Sustainability, Journal Year: 2023, Volume and Issue: 15(11), P. 8562 - 8562

Published: May 25, 2023

Industry 4.0 digital technologies in agribusiness will enable traditional farming systems to migrate Agriculture 4.0. Open innovation emerges as an enabler for implementing these and increased sector competitiveness. However, there are still doubts questions about how open relate drive This study identified which of have more adherence agribusiness, what the barriers facilitators using are, can increase competitiveness agribusiness. The results show that related Internet Things (IoT) is most prominent. main users’ need knowledge advanced skills, evidences investment training operators. Among stand pre-existence several technologies, bring with them already defined basic structures, control technology, communication between systems. To overcome enhance migration 4.0, developing devices, tools, systems, software, machines essential. More stakeholders, managers, practitioners may share such opportunities through concept Innovation. benefit from it, facilitators, should search alternatives their problems engineering solutions providers.

Language: Английский

---

Towards sustainable agriculture: Harnessing AI for global food security

Artificial Intelligence in Agriculture, Journal Year: 2024, Volume and Issue: 12, P. 72 - 84

Published: April 30, 2024

The issue of food security continues to be a prominent global concern, affecting significant number individuals who experience the adverse effects hunger and malnutrition. finding solution this intricate necessitates implementation novel paradigm-shifting methodologies in agriculture sector. In recent times, domain artificial intelligence (AI) has emerged as potent tool capable instigating profound influence on sectors. AI technologies provide advantages by optimizing crop cultivation practices, enabling use predictive modelling precision techniques, aiding efficient monitoring disease identification. Additionally, potential optimize supply chain operations, storage management, transportation systems, quality assurance processes. It also tackles problem loss waste through post-harvest reduction, analytics, smart inventory management. This study highlights that how utilizing power AI, we could transform way produce, distribute, manage food, ultimately creating more secure sustainable future for all.

Language: Английский

---

A comprehensive review on smart and sustainable agriculture using IoT technologies

Smart Agricultural Technology, Journal Year: 2024, Volume and Issue: 8, P. 100487 - 100487

Published: June 11, 2024

The article provides a comprehensive review of the use Internet Things (IoT) in agriculture, along with its advantages and disadvantages. However, it's important to recognize that IoT holds immense potential for generating new ideas could drive innovations modern agriculture address several challenges faced by farmers today. Applications such as smart irrigation, precision farming, crop soil tracking, greenhouses, supply chain management, livestock monitoring, agricultural drones, pest disease prevention, farm machinery are among areas considered implementation this paper. These innovative solutions have revolutionize farming practices, improve efficiency, reduce resource wastage, ultimately enhance productivity sustainability. analysis examines each application terms utility outlines measures necessary effectiveness. Key considerations include addressing connectivity issues, managing costs, ensuring data security privacy, scaling appropriately, effectively data, promoting awareness adoption tools. Despite these challenges, offers numerous benefits sector. paper underscores importance collaboration farmers, technology companies, academia, policymakers issues fully harness IoT. To achieve goal, ongoing research, development, acceptance IoT-driven essential sustain viable option amidst emerging climate change scarcity.

Language: Английский

---

New Generation Sustainable Technologies for Soilless Vegetable Production

Horticulturae, Journal Year: 2024, Volume and Issue: 10(1), P. 49 - 49

Published: Jan. 4, 2024

This review article conducts an in-depth analysis of the role next-generation technologies in soilless vegetable production, highlighting their groundbreaking potential to revolutionize yield, efficiency, and sustainability. These technologies, such as AI-driven monitoring systems precision farming methods, offer unparalleled accuracy critical variables nutrient concentrations pH levels. However, paper also addresses multifaceted challenges that hinder widespread adoption these technologies. The high initial investment costs pose a significant barrier, particularly for small- medium-scale farmers, thereby risking creation technological divide industry. Additionally, technical complexity demands specialized expertise, potentially exacerbating knowledge gaps among farmers. Other considerations are scrutinized, including data privacy concerns job displacement due automation. Regulatory challenges, international trade regulations policy frameworks, discussed, they may need revision accommodate new concludes by emphasizing while sustainable transformative benefits, broad is constrained complex interplay financial, technical, regulatory, social factors.

Language: Английский

---

Incorporating Artificial Intelligence Technology in Smart Greenhouses: Current State of the Art

Applied Sciences, Journal Year: 2022, Volume and Issue: 13(1), P. 14 - 14

Published: Dec. 20, 2022

This article presents the current state-of-the-art research on applying artificial intelligence (AI) technology in smart greenhouses to optimize crop yields, water, and fertilizer use efficiency, reduce pest disease, enhance agricultural sustainability. The key technologies of interest were robotic systems for pesticide application, irrigation, harvesting, bio-inspired algorithms automation greenhouse processes, energy management, machine path planning operation UAVs (unmanned aerial vehicles), resolution scheduling problems, image signal processing disease diagnosis. Additionally, review investigated cost benefits various energy-management AI-based energy-saving technologies, integration photovoltaics dynamic pricing based real-time time-of-use metrics, LoRa, Wi-Fi, Bluetooth, ZigBee, mobile, RFID (radiofrequency identification) technologies. established that commercially viable AI agriculture had increased exponentially. For example, irrigation soil application enabled farmers realize higher returns investment gross above cost, resource efficiency. Similarly, detection techniques led early diagnosis powdery mildew. precise robots was supported by light imaging, detection, ranging (LIDAR) optical electro-optical cameras place traditional GPS (geographic positioning systems) which are prone errors. However, critical challenges remained unresolved, including disparities between development (R&D) innovations commercialization, use, tradeoff accuracy computational speeds, gaps Global North South. In general, value this is it surveys literature maturity level offers a picture how far have successfully been applied what can be done their usability.

Language: Английский

---

Technologies, Protocols, and applications of Internet of Things in greenhouse Farming: A survey of recent advances

Information Processing in Agriculture, Journal Year: 2024, Volume and Issue: unknown

Published: April 1, 2024

Greenhouse farming is considered one of the precision and sustainable forms smart agriculture. Although greenhouse gases can support off-season crops inside indoor environment, monitoring, controlling, managing crop parameters at farms more precisely securely necessary, even in harsh climate regions. The evolving Internet Things (IoT) technologies, including sensors, devices, network topologies, big data analytics, intelligent decision-making, are thought to be solution for automating like internal atmosphere control, irrigation growth so on. This paper introduces a comprehensive survey recent advances IoT-based farming. We summarize related review articles. classification based on IoT (smart greenhouse, hydroponics vertical farming) introduced. Also, we present detailed architecture components agriculture applications IoT, physical communication protocols, cloud/fog computing technologies. also farming, tracking, predicting. Furthermore, technical resource management challenges optimal Moreover, countries already applying have been presented. Lastly, future suggestions

Language: Английский

---

IoT-based greenhouse technologies for enhanced crop production: a comprehensive study of monitoring, control, and communication techniques

Systems Science & Control Engineering, Journal Year: 2024, Volume and Issue: 12(1)

Published: Jan. 30, 2024

According to various studies, different countries have climate conditions that affect the quantity and quality of crop production. Farmers want use novel technologies can help them produce crops in large quantities with good quality. The greenhouse is one rapidly growing used for production crops. It protects from changes external weather and, hence, helps good-quality throughout year. This work proposes a deep study monitoring control environmental parameters also analyses communication techniques, relays, sensors controlling parameters. Also, give details on advantages disadvantages so farmers easily understand which technology most suitable their greenhouse. adopt best-suited techniques green houses are cost-friendly, easy use, longer life.

Language: Английский

---