Year: 2024
Type: conference-paper
Abstract: The Simple Assembly Line Balancing Problem with Power Peak Minimization (SALB3PM) is a relatively new problem that aims to assign tasks to workstations with a focus on minimizing power peaks. By integrating load balancing and task scheduling, this problem offers a comprehensive approach to enhancing energy efficiency in production systems, which can lead to significant cost savings alongside a positive environmental impact. This paper introduces novel models for SALB3PM based on Maximum Satisfiability (MaxSAT), the natural optimization extension of the Satisfiability problem, providing a new perspective to solve this optimization problem effectively. Experimental results demonstrate the efficiency and robustness of our approach with respect to the MaxSAT solvers applied. To the best of our knowledge, this is the first attempt to address the SALB3PM problem through the lens of Maximum Satisfiability.
Authors: Zhifei Zheng, Sami Cherif, Rui Sá Shibasaki
Language: English
Subfield: Industrial and Manufacturing Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W4406894880