Personne
Jinzhi Lu
Cette personne n’est plus à l’EPFL
Publications associées (26)
Model-Based Systems Engineering Tool-Chain for Automated Parameter Value Selection
Cyber-physical systems (CPSs) integrate heterogeneous systems and process sensor data using digital services. As the complexity of CPS increases, it becomes more challenging to efficiently formalize the integrated multidomain views with flexible automated ...
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2021Cyber-Physical LPG Debutanizer Distillation Columns: Machine-Learning-Based Soft Sensors for Product Quality Monitoring
Refineries execute a series of interlinked processes, where the product of one unit serves as the input to another process. Potential failures within these processes affect the quality of the end products, operational efficiency, and revenue of the entire ...
2021A Knowledge Management Approach Supporting Model-Based Systems Engineering
Dimitrios Kyritsis, Jinzhi Lu, Lei Feng
Model-based Systems Engineering (MBSE) is a noval approach to support complex system development by formalizing system artifacts and development using models. Though MBSE models provide a completely structural formalisms about system development for system ...
2021A Complexity Analysis Approach for Model-based System Engineering
Dimitrios Kyritsis, Jinzhi Lu, Xiaochen Zheng, Jinwei Chen
With the increasing complexity of the highly engineered products, Model-based Systems Engineering (MBSE) is proposed to support the complexity management of the product development. As the basic of complexity management, complexity analysis is used to meas ...
IEEE2020Systems Engineering Approach to Identify Requirements for Digital Twins Development
Jinzhi Lu, Xiaochen Zheng, Ali Gharaei
Digital Twins (DT) are proposed in industries to support the entire lifecycle of services with different perspectives. Lack of systematic analysis of DT concepts leads to various definitions and services which challenges the DT developers for data integrat ...
SPRINGER INTERNATIONAL PUBLISHING AG2020Decentralized Industrial IoT Data Management Based on Blockchain and IPFS
The wide application of Internet of Things (IoT) has fostered the development of Industry 4.0. In manufacturing domain, Industrial IoT (IIoT) are key components of the Factories of the Future (FoF). The big IIoT data are the foundation of implementing data ...
SPRINGER INTERNATIONAL PUBLISHING AG2020