Preconditions and benefits of digital twin-based business ecosystems in manufacturing

Kokkonen, Kirsi; Hannola, Lea; Rantala, Tuija; Ukko, Juhani; Saunila, Minna; Rantala, Tero

doi:10.1080/0951192x.2022.2145022

Cited by 8 publications

(5 citation statements)

References 49 publications

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“…Other studies point out that in an international context, in addition to technological solutions and platforms, the issues of coordination and ownership of the ecosystem, the presence of competing participants, data ownership and open exchange, and the interconnection between different operators at the ecosystem level are becoming especially important at the ecosystem level [9]. A separate promising area is the study of how value is created within the digital interaction of transnational corporations with a combination of the global reach of transnational corporations, the power of platform business models and digitalization.…”

Section: Resultsmentioning

confidence: 99%

Positive effects for Russian manufacturing enterprises from the expansion of ecosystem interactions within international digital platforms

Ilkevich

2024

E3S Web Conf.

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The purpose of this study is to consider new opportunities and positive effects for Russian industrial enterprises from the use of international digital platforms to expand ecosystem interaction. Currently, this issue is unexplored, but it seems almost inevitable that its importance will increase in the coming years due to the expansion of opportunities for internationalization of the business of industrial companies through global platforms. Based on a comprehensive theoretical review and interviews with a focus group of 14 representatives of Russian companies responsible for business development, digitalization and internationalization, the study suggests a comprehensive list of positive effects for Russian enterprises from the expansion of ecosystem interactions within the framework of international digital platform models. A separate important aspect of consideration in this study is approaches to overcoming the problem of monopoly power in digital platforms and ensuring a productive balance of interests of all participants and stakeholders. By analogy with how it happened in the e-commerce sector, one can assume an increase in monopolistic behavior and an imbalance of interests of participants on digital production platforms that unite many manufacturing enterprises. An analysis of some approaches to identifying and solving this problem is proposed.

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Section: Resultsmentioning

confidence: 99%

Positive effects for Russian manufacturing enterprises from the expansion of ecosystem interactions within international digital platforms

Ilkevich

2024

E3S Web Conf.

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“…It uses logic modeling to assess each member's contribution to the collective gain and determine their fair share. By calculating each participant's marginal contribution considering all possible cooperation scenarios, the Shapley value ensures a fair (Kokkonen et al, 2023). In a supply chain where n enterprises collaborate to complete an activity; each enterprise can gain profit through market competition.…”

Section: Shapley Value Methodsmentioning

confidence: 99%

“…We use the Shapley value model to analyze DSEs as a type of innovation alliance (Kokkonen et al. , 2023).…”

Section: Methodsmentioning

confidence: 99%

Benefit distribution and stability analysis of enterprise digital servitization ecosystems from the perspective of value cocreation

Chen,

Peng,

Luo

2024

JBIM

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Purpose A digital servitization ecosystem (DSE) is a cooperation model based on the concept of value cocreation. However, capability asymmetry among enterprises can lead to unfair benefit distribution and hinder value cocreation and digital service transformation. This paper aims to investigate the impact of the varying capabilities of enterprises (manufacturers, service providers and digital technology providers) on revenue distribution when these enterprises collaborate on digital servitization transformation. This analysis is performed from an ecosystem perspective to facilitate the stable development of DSEs. Design/methodology/approach The rise of DSEs has engendered extensive literature, and the distribution of benefits within DSEs is in dire need of new mechanisms to adapt to the new competitive environment. The importance of investment contribution, digital servitization level, digitalization level, risk-taking ability, digital servitization effort level and brand awareness is determined by combining the expert scoring method and the entropy value method to determine different weights for manufacturers, service providers and digital technology providers. The Shapley value is used to design the benefit distribution mechanism for stable cooperation among DSE enterprises, thus providing a more scientific basis for the development of cooperative relationships. Findings Digital servitization is a collaborative process that involves multienterprise activities, and it is significantly affected by digital servitization level and digitalization level. Moreover, constructing the modified Shapley value benefit distribution mechanism according to the relevant capabilities of digital servitization can promote the stable development of DSEs and value cocreation among members. Originality/value The main contributions of this study are as follows: First, it summarizes the stability-influencing factors of DSEs on the basis of empirical and literature research on the demand for enterprise digital servitization capabilities and transformation difficulties, delves deeper into the capability composition and cooperative relationship of DSE members and combines the expert scoring method and the entropy value method to determine the weighting to design the benefit distribution mechanism. Second, it reflects system stability and development by studying the revenue distribution of DSE members, thereby expanding the ecosystem construction and business model transformation of digital servitization in the existing research.

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“…The scalability of implementing DTs in manufacturing systems to encompass the SC level plays a pivotal role in the umbrella concepts of smart manufacturing and Industry 4.0 [11,12]. This emphasises the significance of extending the application of DTs beyond individual manufacturing units to achieve a holistic and interconnected approach throughout the entire SC.…”

Section: Implementation Of Dts In Sc Contextmentioning

confidence: 99%

Expanding the Scope of Manufacturing Digital Twins to Supply Chain

Luo,

Ball

2023

Advances in Transdisciplinary Engineering

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The rapid emergence of digital technologies is revolutionising the manufacturing industry, with digital twins (DTs) emerging as a transformative innovation. DTs, virtual counterparts of physical entities or systems, hold immense potential for optimizing and overseeing manufacturing processes. By proposing a three-dimensional classification framework that considers DT integration levels, supply chain (SC) structural hierarchies, and SC processes, this study examines the evolution of manufacturing DTs to encompass the SC. An analysis of existing literature reveals a significant gap in extending manufacturing DTs to the SC system level without incorporating structural and process aspects of DT models. The paper also investigates the key performance objectives, including efficiency, resilience, and sustainability, as well as the challenges associated with DT implementation. The insights provided in this paper contribute to a better understanding and practical application of DTs in the dynamic contexts of manufacturing and the SC.

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Preconditions and benefits of digital twin-based business ecosystems in manufacturing

Cited by 8 publications

References 49 publications

Positive effects for Russian manufacturing enterprises from the expansion of ecosystem interactions within international digital platforms

Positive effects for Russian manufacturing enterprises from the expansion of ecosystem interactions within international digital platforms

Benefit distribution and stability analysis of enterprise digital servitization ecosystems from the perspective of value cocreation

Expanding the Scope of Manufacturing Digital Twins to Supply Chain

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