A theoretical model to predict performance of integrated robotic systems

A theoretical model to predict performance of integrated robotic systems

Year of publication

2025

Authors

Bi Zhuming; Mikkola Aki; Handroos Heikki; Luo Chaomin

Abstract

With modularized architecture, integrated solutions can be configured by selecting and assembling a set of selected off-the-shelf functional modules to satisfy users’ needs optimally. While the attributes and properties of these modules are validated at components levels, the performances of system can be affected greatly by integration and interactions. Existing methodologies on system integration focus on system architecture, hardware and software reuses, communications, interfaces, and interoperation. There is the need to develop effective verification and validation (V&V) methods to assure the first-time-right from a virtual model to physical model in terms of the composability of system components to predict the performance of an integrated systems; note that not all attributes of composability can be verified by self-adaptability of cyber-physical systems. In this paper, we will focus on V&V of integrated robotic systems, and we will explore the relations of an integrated system with its components in terms of some performance criteria including functionalities, responsiveness, accuracy, and repeatability. The problem itself is newly formulated, and it is crucial for designers to predict and optimize system performance based on the selection and assemblage of system modules. The work in this paper opens new field of research in standardizing verification and validation process in designing collaborative robot systems.
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Organizations and authors

LUT University

Mikkola Aki

Handroos Heikki Orcid -palvelun logo

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Publisher

Elsevier

Volume

94

Article number

102968

​Publication forum

66627

​Publication forum level

3

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Partially open publication channel

Self-archived

No

Other information

Fields of science

Mechanical engineering

Internationality of the publisher

International

International co-publication

Yes

Co-publication with a company

No

DOI

10.1016/j.rcim.2025.102968

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes

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