A5037251172- Service and Product Innovation
- Digital Transformation in Industry
- Manufacturing Process and Optimization
- Design Education and Practice
- Green IT and Sustainability
- Innovative Human-Technology Interaction
- Robot Manipulation and Learning
- Natural Language Processing Techniques
- Product Development and Customization
- Multimodal Machine Learning Applications
- Service-Oriented Architecture and Web Services
- Semantic Web and Ontologies
- Digital Marketing and Social Media
- Advanced Graph Neural Networks
- Constraint Satisfaction and Optimization
- Intellectual Property and Patents
- Quality Function Deployment in Product Design
- Technology Assessment and Management
- Machine Learning in Materials Science
- Big Data and Business Intelligence
- Color perception and design
- Cognitive Computing and Networks
- Mobile Crowdsensing and Crowdsourcing
- Computational Drug Discovery Methods
- Open Source Software Innovations
Beihang University
2022-2025
Ministry of Industry and Information Technology
2024
Southeast University
2023
Nanyang Technological University
2018-2021
Hong Kong Polytechnic University
2021
Human–Robot Collaboration (HRC) has a pivotal role in smart manufacturing for strict requirements of human-centricity, sustainability, and resilience. However, existing HRC development mainly undertakes either human-dominant or robot-dominant manner, where human robotic agents reactively perform operations by following pre-defined instructions, thus far from an efficient integration automation cognition. The stiff human–robot relations fail to be qualified complex tasks cannot ease the...
Abstract In order to meet user expectations and optimize experience with a higher degree of flexibility sustainability, the Smart product–service system (Smart PSS), as novel value proposition paradigm considering both online offline smartness, was proposed. However, conventional manners for developing PSS require many professional consultations still cannot new features PSS, such context-awareness ever-evolving knowledge management. Therefore, aiming assist development cost-effectively,...
The paradigm of Smart product-service systems (Smart PSS) has emerged recently owing to the edge-cutting Information and Communication Technology (ICT) artificial intelligence (AI) techniques. unique features PSS including smartness connectedness, value co-creation data-driven design manner, enable collection analysis large volume heterogeneous contextual data extract useful knowledge. Therefore, requirement elicitation, as a critical process for new solution (i.e. product-service) design,...
In the manufacturing industry, design of machining processes plays a pivotal role in determining quality, efficiency, and cost product manufacturing. Machining process is progressing towards intelligence to meet high demands for efficiency effectiveness smart Building upon traditional computer-aided planning, intelligent technologies, such as machine learning knowledge graphs, have emerged key drivers advancing design. To address accumulation, inflexible reuse, fragmented reasoning design,...
Since innovation in complex product design hinges on thorough engineering knowledge application, high-quality patent recommendations foster design. However, many recommendation studies perform analysis without comprehensive exploration and proper organisation of knowledge, causing a superficial understanding patents returning arbitrary results. To mitigate this issue, deep learning-based approach for representation learning is proposed. First, four-dimensional model defined to formalise the...
Enabled by the third and fourth waves of Information Technology (IT) innovation, together with sustainable concerns towards a circular economy, manufacturing industries are shifting rapidly service-oriented paradigm in smart, connected environment, i.e. smart product-service systems (Smart PSS). Owing to its unique characteristics, it reshapes solution design (product-service design) several hybrid concerns. This research, as an explorative study, underlines three general ones at...
The third wave of information technology (IT) competition has enabled one promising value co-creation proposition, Smart PSS (smart product-service systems). Manufacturing companies offer smart, connected products with various e-services as a solution bundle to meet individual customer satisfaction, and in return, collect analyze usage data for evergreen design purposes circular manner. Despite few works discussing such business mechanism, scarcely any been reported from technical aspect...
With the rapid development of information technologies, shared manufacturing is proposed to meet prevailing tendency servitization and digitalisation in industry. As crucial section for performing manufacturing, resource monitoring maintenance aim detect production exceptions ensure normal task execution. Existing research mainly uses a resource-centric strategy acquire production-related data make decisions management resources. The experience from users/customers resources or its similar...