A decision support system based on ontology and data mining to improve design using warranty data.

•We propose a Decision Support System (DSS) based on ontology and self-organising maps.•A data mining based approach using Self Organizing Maps (SOM) is used to extract knowledge from the warranty database.•Cost optimisation is performed for identifying manufacturing faults and mapping them to design information.