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RISAn Agent-Based Modeling Approach for the Diffusion Analysis of Electric Vehicles With Two-Stage Purchase Choice Modeling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Diffusion research of innovative technologies is crucial for new product positioning and strategic planning in product design. As a versatile system simulation method, agent-based modeling (ABM) has been used in many ...
Customer Segmentation and Need Analysis Based on Sentiment Network of Online Reviewers and Graph Embedding
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Customer segmentation divides customers into groups with different characteristics and supports the design of customized products and tailored marketing strategies. Recent studies explore using online reviews as the data ...
Adaptive Robot Motion Planning for Smart Manufacturing Based on Digital Twin and Bayesian Optimization-Enhanced Reinforcement Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Advanced motion planning is crucial for safe and efficient robotic operations in various scenarios of smart manufacturing, such as assembling, packaging, and palletizing. Compared to traditional motion planning methods, ...
Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Understanding the impact of engineering design on product competitions is imperative for product designers to better address customer needs and develop more competitive products. In this paper, we propose a dynamic ...