YOLO and Faster R-CNN object detection for smart Industry 4.0 and Industry 5.0: applications, challenges, and opportunities DOI
Nitin Liladhar Rane

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

The rise of Industry 4.0 and the emerging paradigm 5.0 have driven unprecedented technological progress in various fields. Central to this transformation are real-time object detection technologies, notably You Only Look Once (YOLO) Faster Region Convolutional Neural Network (Faster R-CNN) algorithms. This study thoroughly examines applications, challenges, prospects YOLO R-CNN diverse industrial domains. In realm automation, these algorithms redefined efficiency safety standards by enabling rapid precise recognition, thus enhancing overall production workflows. Furthermore, construction industry has experienced significant advancements project management site safety, thanks accurate identification materials equipment. healthcare, revolutionized patient care facilitating medical instruments anomalies, thereby improving diagnostics treatment processes. integration into autonomous vehicles substantially enhanced their capabilities, ensuring superior road navigation. Additionally, precision agriculture, streamlined crop management, leading increased agricultural productivity sustainability. Moreover, retail e-commerce sectors undergone a shift with personalized customer experiences efficient inventory all powered technologies. Despite remarkable advancements, paper explores challenges such as data privacy concerns, computational complexity, ethical considerations. Addressing opens unique avenues for further research innovation. Lastly, environmental monitoring also benefited from algorithms, tracking analysis changes informed decision-making towards sustainable future. illuminates transformative potential detection, paving way ongoing upcoming 5.0. These technologies shaping smarter, more connected, future across sectors.

Language: Английский

ENHANCING CUSTOMER LOYALTY THROUGH QUALITY OF SERVICE: EFFECTIVE STRATEGIES TO IMPROVE CUSTOMER SATISFACTION, EXPERIENCE, RELATIONSHIP, AND ENGAGEMENT DOI Open Access
Nitin Liladhar Rane, Anand Achari, Saurabh Choudhary

et al.

International Research Journal of Modernization in Engineering Technology and Science, Journal Year: 2023, Volume and Issue: unknown

Published: May 6, 2023

Enhancing customer loyalty is crucial for business success, and it can be influenced by various factors such as satisfaction, quality of service, experience, relationship management.This paper aims to explore effective strategies improving through service.One the key drivers which service product quality, brand loyalty, company reputation.Measuring understanding satisfaction vital loyalty.This examines different criteria measuring including types surveys impact employee on satisfaction.Additionally, explores technology its role in enhancing experience.Another important factor experience.This delves into sustaining particularly online settings, discusses social media experience.Effective feedback complaint management are also essential maintaining a positive experience.Customer (CRM) strategy presents framework CRM effect retention.Additionally, importance value approaches value.The service.These include expectations, training empowering employees, personalizing consistency across touchpoints, timely communication, focusing continuous improvement, rewarding building emotional connections, resolving complaints effectively, monitoring anticipating needs, encouraging responding feedback, investing technology.This research provides valuable insights service.Implementing discussed this improve relationship, engagement, leading increased profitability businesses.

Language: Английский

Citations

120
Education 4.0 and 5.0: Integrating Artificial Intelligence (AI) for Personalized and Adaptive Learning DOI
Nitin Liladhar Rane, Saurabh Choudhary, Jayesh Rane

et al.

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

This research paper explores how the integration of Artificial Intelligence (AI) in education sector is bringing about transformative changes, particularly within frameworks Education 4.0 and 5.0. In response to evolving technological landscape, undergoing a shift address challenges 21st century, moving away from traditional models embrace more personalized adaptive approaches. represents significant where technology, notably AI, harnessed enhance learning experience. The investigates utilization AI technologies, such as machine algorithms natural language processing, create environments. These environments are designed meet specific needs preferences individual learners, fostering engaging effective educational move 3.0 signifies departure standardized, one-size-fits-all approaches education, embracing dynamic responsive system. Expanding on principles 4.0, 5.0 takes step further by emphasizing learning. delves into concept learning, exploring systems can dynamically adjust instructional strategies based real-time feedback learner progress. seeks optimize journey tailoring content, pace, assessments each student's abilities style, aiming improve overall outcomes. Additionally, examines ethical considerations associated with widespread adoption education. It critically evaluates issues related data privacy, bias algorithms, potential impact teacher-student relationships. findings emphasize need strike balance between innovation considerations, ensuring responsible

Language: Английский

Citations

90
A decision framework for potential dam site selection using GIS, MIF and TOPSIS in Ulhas river basin, India DOI
Nitin Liladhar Rane, Anand Achari,

Saurabh P. Choudhary

et al.

Journal of Cleaner Production, Journal Year: 2023, Volume and Issue: 423, P. 138890 - 138890

Published: Sept. 14, 2023

Language: Английский

Citations

83
Enhancing Customer Loyalty through Artificial Intelligence (AI), Internet of Things (IoT), and Big Data Technologies: Improving Customer Satisfaction, Engagement, Relationship, and Experience DOI
Nitin Liladhar Rane

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

In the rapidly evolving business landscape of today, nurturing customer allegiance has become a central objective for organizations aiming to maintain their competitive edge. This study examines utilization state-of-the-art technologies, such as Artificial Intelligence (AI), Internet Things (IoT), and Big Data, bolster loyalty by enhancing satisfaction, engagement, relationships, experiences. It provides comprehensive evaluation how these technologies can be integrated synergistically, highlighting individual contributions various facets allegiance. The initial section focuses on role IoT technology, emphasizing its impact gathering real-time data facilitating personalized Moreover, it delves into computing models elucidate intricate mechanisms underlying effective generated enriching interactions. subsequent highlights pivotal AI techniques in satisfaction engagement. By harnessing insights from AI, businesses customize offerings meet needs, thereby strengthening long-term relationships loyalty. Furthermore, explores fusion Blockchain with applications, shedding light potential secure transparent transactions that foster trust integration not only enriches experiences but also dependable platform cultivating lasting relationships. analysis underscores transformative influence Data technology enabling extract actionable massive datasets, development targeted strategies improved offering overview collaborative interplay between IoT, this valuable seeking leverage data-driven strengthen loyalty, overall These serve roadmap navigating complexities contemporary market enduring

Language: Английский

Citations

79
Customer experience and satisfaction: Importance of customer reviews and customer value on buying preference DOI Open Access

Dimple Patil,

Nitin Liladhar Rane, Deepak Y. Patil

et al.

International Research Journal of Modernization in Engineering Technology and Science, Journal Year: 2023, Volume and Issue: unknown

Published: May 1, 2023

With the emergence of internet platforms like Zomato, and Swiggy restaurant business has seen a considerable upheaval over last few years.Customers now obtain details about other eateries, including their menus client ratings, thanks to these portals.Customers extensively rely on customer evaluations when choosing because they have become crucial component decision-making process.This study intends examine how ratings specifically in Navi Mumbai region, affect consumers' preferences for eateries.The examines connection between patron evaluations, purchasing preferences.The combines qualitative examination reviews from Zomato with quantitative analysis data gathered through questionnaire survey.The shed light variables that patrons' decisions significance this will be helpful restaurants operating understand online plays major part buying behaviour consumer effective development.

Language: Английский

Citations

60
Role of ChatGPT and Similar Generative Artificial Intelligence (AI) in Construction Industry DOI

Nitin Rane

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

The integration of generative Artificial Intelligence (AI) systems, such as ChatGPT, into the construction industry represents a transformative force with profound implications. This research paper explores multifaceted roles these AI models within various facets engineering and management, shedding light on their contributions, hurdles, innovative potential. Generative AI, including ChatGPT is reshaping across multitude domains. These significantly contribute to design Building Information Modeling (BIM) by generating intricate designs, optimizing layouts, simulating processes. In pursuit energy-efficient sustainable building construction, plays pivotal role suggesting eco-friendly materials, parameters, proposing technologies. are indispensable in advancing materials technologies, offering novel solutions complex challenges through data-driven ideation innovation. Within realm automation robotics, streamline operations automated workflows, strategies, even controlling robotic systems. They development smart cities infrastructure assisting urban planning, traffic optimization. also play crucial management project control, scheduling, cost estimation, resource allocation, ultimately promoting efficient execution. Furthermore, they enhance safety risk analyzing historical data, protocols, reducing workplace accidents. Quality control defect detection benefit from capabilities which employ both language understanding image recognition identify flaws deviations specifications. supply chain inventory optimize procurement processes, minimize waste, ensure seamless flow materials. Ethical considerations, data privacy, security concerns must be addressed, along necessity for specialized training maintenance its counterparts have potential revolutionize industry, rendering processes more efficient, sustainable, resilient. Nevertheless, careful implementation essential harness full while addressing associated sector.

Language: Английский

Citations

57
ChatGPT and Similar Generative Artificial Intelligence (AI) for Smart Industry: Role, Challenges and Opportunities for Industry 4.0, Industry 5.0 and Society 5.0 DOI
Nitin Liladhar Rane

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

Generative Artificial Intelligence (AI) models like ChatGPT have become transformative tools across various industries, marking the advent of Industry 4.0, 5.0, and Society 5.0. These AI systems significantly improved communication problem-solving abilities, boosting efficiency productivity in fields ranging from customer service to healthcare education. However, their widespread use presents challenges. Concerns about data privacy, biases generated content, potential effects on employment patterns raise important questions responsible integration these technologies. In similar enabled automation streamlined analysis, optimizing manufacturing processes supply chain management. As 5.0 combines human intuition with advanced technologies, facilitate collaborative, adaptive, empathetic human-machine interactions, creating safer workplaces enhancing overall productivity. Furthermore, within context are crucial addressing societal issues accessibility educational disparities, providing tailored accessible solutions diverse communities. This research examines evolving role comparable realms It explores challenges associated implementation, underscoring necessity for ethical frameworks regulatory policies. Simultaneously, it underscores vast opportunities technologies present, stimulating innovation fostering inclusivity, shaping a future where enhances abilities cultivates harmonious coexistence between humans intelligent machines.

Language: Английский

Citations

52
Land use and habitat quality change in the Yellow River Basin: A perspective with different CMIP6-based scenarios and multiple scales DOI Creative Commons

Xianglin Ji,

Yilin Sun, Wei Guo

et al.

Journal of Environmental Management, Journal Year: 2023, Volume and Issue: 345, P. 118729 - 118729

Published: Aug. 3, 2023

Language: Английский

Citations

47
Multidisciplinary collaboration: key players in successful implementation of ChatGPT and similar generative artificial intelligence in manufacturing, finance, retail, transportation, and construction industry DOI Open Access
Nitin Liladhar Rane

Published: Oct. 17, 2023

The emergence of generative artificial intelligence (AI), exemplified by ChatGPT, has fundamentally transformed numerous sectors amplifying operational efficiency, output, and customer satisfaction. However, effectively integrating such sophisticated AI systems, especially in manufacturing, finance, retail, transportation, construction, demands concerted efforts from cross-functional teams. This investigation delves into the indispensable role played these teams ensuring seamless integration ChatGPT akin technologies across diverse fields. In research underscores vital significance collaboration between specialists, industrial engineers, production managers to optimize manufacturing processes, preemptive maintenance, quality assurance. finance sector, study highlights essential synergy data scientists, regulatory experts, financial analysts harness ChatGPT's complete potential automating tasks, detecting fraud, providing personalized interactions. For retail industry, this accentuates necessity collaborative marketing strategists, user experience designers, developers utilizing for targeted campaigns, virtual shopping assistants, instantaneous support. It explores how can facilitate assimilation boost engagement, inventory management, predict consumer trends, thereby propelling business growth competitive advantage. transportation imperative planners, software developers, experts leveraging efficient route planning, predictive vehicle real-time logistics oversight. construction importance cohesive among architects, civil programmers project design enhancement, risk mitigation. By promoting collaboration, effective communication, cross-domain expertise, are instrumental harnessing transformative AI, industries toward a more efficient, sustainable, technologically advanced future.

Language: Английский

Citations

47
Integrating Leading-Edge Artificial Intelligence (AI), Internet of Things (IoT), and Big Data Technologies for Smart and Sustainable Architecture, Engineering and Construction (AEC) Industry: Challenges and Future Directions DOI

Nitin Rane

SSRN Electronic Journal, Journal Year: 2023, Volume and Issue: unknown

Published: Jan. 1, 2023

The rapid progression of technology has paved the path for convergence Artificial Intelligence (AI), Internet Things (IoT), and big data within Architecture, Engineering, Construction (AEC) industry. This given rise to intelligent sustainable construction paradigms, exemplified by 4.0 5.0. research delves into challenges future directions associated with seamlessly integrating these cutting-edge technologies in AEC sector. discussion begins an in-depth exploration foundational aspects construction. It focuses on crucial roles played IoT technology, advanced computing models, technology. then various AI models techniques that are reshaping landscape 5.0, along broader societal changes embodied Society underscores significance AI-driven solutions optimizing resource management, streamlining operational processes, enhancing decision-making field. Furthermore, study highlights synergistic relationship between Blockchain its applications conjunction IoT. not only enhances transparency security transactions but also facilitates implementation efficient practices alignment environmental needs. Throughout technological advancements, integration Sustainable Development Goals (SDGs) as a vital guiding framework shaping initiatives By aligning innovation pursuit development, industry can proactively contribute global endeavors aimed at achieving long-term socio-economic sustainability. serves roadmap stakeholders, policymakers, researchers, emphasizing importance strategic collaboration innovative address unlock full potential AI, IoT, practices.

Language: Английский

Citations

47