Published September 6, 2022 | Version 0.1

Joint Optimization of Production and Maintenance for Cost-effective Manufacturing and Demand Response Participation Dataset - Joint Optimization of Production and Maintenance

Authors/Creators

  • 1. GECAD, Polythecnic of Porto

Contributors

  • 1. GECAD, Polythecnic of Porto

Description

Using the previous datasets at <https://zenodo.org/record/4106746>,  <https://zenodo.org/record/7055698>, <https://zenodo.org/record/7055580>, and <https://zenodo.org/record/7055573>  a joint optimization of production and maintenance scenario was formulated which aims at combining all the features from the cited scenarios. For energy selling, it was considered an added sales value corresponding to 50% of the buying. Regarding maintenance activities, it was simulated an announcement of a maintenance activity for MAQ118 from Monday at 07:00 (i.e., period 1) to Monday at 17:00 (i.e., period 120), and another for MAQ120 which can be done at any time. These maintenance activities take 6 hours and 10 minutes to complete and have an associated labor cost of 3,22 EUR/hour in maintenance hours, and a double cost penalty (i.e., 6.44 EUR/hour) if done out of maintenance hours. The scenario was executed in 2 hours, with the corresponding optimization weights of 0.8 and 0.2 for the total cost and machine occupancy deviation, respectively.

 

File Description:

  • Input_JSON_Joint_Optimization_Production_Maintenance - JSON input data for the joint optimization of production and maintenance
  • Output_JSON_Joint_Optimization_Production_Maintenance - JSON output data for the joint optimization of production and maintenance
  • Output_Statistics_Joint_Optimization_Production_Maintenance - Excel output joint optimization of production and maintenance statistics

Files

Input_JSON_Joint_Optimization_Production_Maintenance.json

Files (2.1 MB)