Resource Scheduling Method for Equipment Maintenance Based on Dynamic Pricing Model in Cloud Manufacturing DOI Creative Commons
Ying Wu, Xianzhong Zhou, Qingfeng Xia

et al.

Applied Sciences, Journal Year: 2023, Volume and Issue: 13(22), P. 12483 - 12483

Published: Nov. 18, 2023

Cloud manufacturing, as a novel service mode in the manufacturing field with features of flexible resource assignment, timely service, and quantity-based pricing, has attracted extensive attention recent years. The cloud industry uses significant amount smart equipment. In this context, equipment maintenance scheduling (EMRS) is an important subject that needs to be studied. platforms must provide effective services for manner. order improve efficiency meet users, EMRS scheme required. paper, we propose dynamic allocation model users maximize benefit platform. takes into account benefits production contributions paper are divided following three aspects. First, E-CARGO using role-based collaboration theory introduced formally activities, forming solvable optimization model. Second, pricing center symmetric curve designed realize conversion between time, cost, price. Third, concept satisfaction fuzzy mathematics introduced, different platforms, terms price, while ensuring quality platform’s benefits. Finally, improved genetic algorithm used solve problem, good experimental results obtained. These demonstrate proposed reasonable, obtained through feasible effective.

Language: Английский

Sustainable Digital Marketing Under Big Data: An AI Random Forest Model Approach DOI
Keyan Jin, Ziqi Zhong, Elena Yifei Zhao

et al.

IEEE Transactions on Engineering Management, Journal Year: 2024, Volume and Issue: 71, P. 3566 - 3579

Published: Jan. 1, 2024

Digital marketing refers to the process of promoting, selling, and delivering products or services through online platforms channels using internet electronic devices in a digital environment. Its aim is attract engage target audiences various strategies methods, driving brand promotion sales growth. The primary objective this scholarly study seamlessly integrate advanced big data analytics artificial intelligence (AI) technology into realm marketing, thereby fostering progression optimization sustainable practices. First, characteristics applications involving vast, diverse, complex datasets are analyzed. Understanding their attributes scope application essential. Subsequently, comprehensive investigation AI-driven learning mechanisms conducted, culminating development an AI random forest model (RFM) tailored for marketing. Subsequent this, leveraging real-world case enterprise X, fundamental customer collected subjected meticulous analysis. RFM model, ingeniously crafted study, then deployed prognosticate anticipated count prospective customers said enterprise. empirical findings spotlight pronounced prevalence university-affiliated individuals across diverse age cohorts. In terms occupational distribution within base, categories workers educators emerge as dominant, constituting 41% 31% demographic, respectively. Furthermore, price patrons exhibits skewed pattern, whereby bracket 0–150 encompasses 17% population, whereas range 150–300 captures notable 52%. These delineated bands collectively constitute substantial proportion, exceeding 450 embodies minority, accounting less than 20%. Notably, devised endeavor demonstrates remarkable proficiency accurately projecting forthcoming passenger volumes over seven-day horizon, significantly surpassing predictive capability logistic regression. Evidently, proffered herein excels precise anticipation counts, furnishing pragmatic foundation intelligent evolution strategies.

Language: Английский

Citations

28
The Evaluation of Industry 5.0 Concepts: Social Network Analysis Approach DOI Creative Commons
Dragana Slavić, Uglješa Marjanović, Nenad Medić

et al.

Applied Sciences, Journal Year: 2024, Volume and Issue: 14(3), P. 1291 - 1291

Published: Feb. 4, 2024

During 2022 and 2023, Industry 5.0 attracted a lot of attention. Many articles papers regarding the basics 5.0, its pillars, comparison 4.0, Society Operator have been published. Although concept is relatively new, companies from developed countries that high level implementation 4.0 already started transition to 5.0. Even though enables developing become part countries’ value chains, it not known which path are taking. To fill this gap, authors proposed research questions key indicators for measuring levels approaches in manufacturing sector Republic Serbia. This includes insights 146 companies, gathered as European Manufacturing Survey. The main findings study show most important indicator when comes human-centricity training competence development production employees with task-specific focus; measures improving efficiency material consumption significant achieving sustainability; use standardized detailed work instructions crucial order resilient.

Language: Английский

Citations

18
Business Resilience for Small and Medium Enterprises and Startups by Digital Transformation and the Role of Marketing Capabilities—A Systematic Review DOI Creative Commons
Hamed Hokmabadi, Seyed M. H. S. Rezvani, Celso Augusto de Matos

et al.

Systems, Journal Year: 2024, Volume and Issue: 12(6), P. 220 - 220

Published: June 20, 2024

This study investigates the intersection of digital transformation, business resilience, and marketing capabilities, focusing on small businesses startups. The revolution has significantly transformed operations, supply chain management, overall organizational performance. Conducted following PRISMA guidelines, this systematic literature review used Scopus database, refining an initial 247 documents to 51 relevant studies. Key trends include vital role transformation in enhancing use emerging technologies for sustainable chains, importance skills knowledge management. Research highlights implications e-commerce adoption SMEs, revealing need firms develop dynamic capabilities thrive turbulent environments. However, gaps remain, such as understanding long-term impacts interactions between maturity, innovation, sustainability, necessity comparative studies across industries regions. Additionally, investigating how contribute resilience is essential, enabling startups withstand recover from disruptions. Addressing these will enhance our transformation’s multifaceted SMEs startups, helping them leverage navigate challenges seize opportunities era.

Language: Английский

Citations

10
Servitization and digital integration of manufacturing enterprises in China: Performance and strategic paths DOI Open Access
Qiubo Huang, Pivithuru Janak Kumarasinghe

Journal of Infrastructure Policy and Development, Journal Year: 2024, Volume and Issue: 8(6), P. 5191 - 5191

Published: June 4, 2024

The integration of digitalization and servitization has become a significant trend in transforming the manufacturing industry due to digital intelligence technology. This paper examines impact on performance companies how small-scale enterprises can promote transformation leading servitization. study involved surveying 331 China using seven-point Likert scale questionnaire. Measurement scales were validated confirmatory factor analysis discriminant validity tests. Mediation assessed digitalization’s firm performance. study’s findings emphasize enterprises’ Digitalization plays crucial role mediating this relationship. highlights three critical dimensions variables, including technology, labor, relationship resources, essential enabling effective Manufacturing generally prefer aligning their technology investments organizational changes within framework implement successfully. suggests two strategies, namely conservative aggressive. finding emphasizes that convergence leads new production mode called

Language: Английский

Citations

2
Industry 4.0 and Sustainability: Empirical Validation of Constructs of Industry Technology and Sustainable Development DOI Creative Commons

Lucas da Silva Melo,

Reimison Moreira Fernandes, Denilson Ricardo de Lucena Nunes

et al.

Platforms, Journal Year: 2024, Volume and Issue: 2(4), P. 150 - 164

Published: Sept. 26, 2024

The study has as purpose to identify, analyze, and validate challenge constructs of Industry 4.0, which can affect the promotion sustainability within industry. A systematic literature review was conducted identify challenges 4.0 sustainability. set seventy were grouped into following eight constructs: finances, technology, organizational, human resources, legislation, geopolitical economic factors, both internal external factors. Subsequently, same validated using a survey involving industry professionals. data analyzed Lawshe method. Five considered relevant according experts’ opinion. included: finance, This contributes in field by addressing research gap identification based on expert’s opinions that impact sustainable development. delivers theoretical practical implications. From standpoint, it expanding knowledge providing valuable insights adoption its specific concerning pursuit more practices. These implications extend diverse areas given multidisciplinary nature 4.0.

Language: Английский

Citations

1
Product Development and Design Framework Based on Interactive Innovation in the Metaverse Perspective DOI Creative Commons
Jie Lin, Qing Li, Chao Wang

et al.

Applied System Innovation, Journal Year: 2024, Volume and Issue: 7(4), P. 58 - 58

Published: June 30, 2024

Based on the theory of user needs and product development mode framework mobile Internet interactive innovation, a new “reality → virtual reality” innovation is constructed. It draws unique characteristics, systematic technical system, comprehensive scientific technological layout Metaverse. On this basis, for design based from Metaverse perspective innovatively proposed. In scenario, knowledge can be easily effectively transformed into knowledge, all groups users truly participate in whole process design. Moreover, innovative products scenario combined with artificial intelligence (AI) technology to further automate statistical analysis preferences so as meet dynamic accurately develop that fit enterprise standards. addition, users, designers, enterprises make joint decisions solutions forms, also optimize continuous iteration obtain optimal solutions. An automotive case study illustrates feasibility effectiveness model digital transformation.

Language: Английский

Citations

0
Resource Scheduling Method for Equipment Maintenance Based on Dynamic Pricing Model in Cloud Manufacturing DOI Creative Commons
Ying Wu, Xianzhong Zhou, Qingfeng Xia

et al.

Applied Sciences, Journal Year: 2023, Volume and Issue: 13(22), P. 12483 - 12483

Published: Nov. 18, 2023

Cloud manufacturing, as a novel service mode in the manufacturing field with features of flexible resource assignment, timely service, and quantity-based pricing, has attracted extensive attention recent years. The cloud industry uses significant amount smart equipment. In this context, equipment maintenance scheduling (EMRS) is an important subject that needs to be studied. platforms must provide effective services for manner. order improve efficiency meet users, EMRS scheme required. paper, we propose dynamic allocation model users maximize benefit platform. takes into account benefits production contributions paper are divided following three aspects. First, E-CARGO using role-based collaboration theory introduced formally activities, forming solvable optimization model. Second, pricing center symmetric curve designed realize conversion between time, cost, price. Third, concept satisfaction fuzzy mathematics introduced, different platforms, terms price, while ensuring quality platform’s benefits. Finally, improved genetic algorithm used solve problem, good experimental results obtained. These demonstrate proposed reasonable, obtained through feasible effective.

Language: Английский

Citations

1