Abstract: A method, computer system, and a computer program product for manufacturing optimization is provided. The present invention may include, receiving data for one or more physical assets utilized in a manufacturing process. The present invention may include, generating a digital twin, wherein the digital twin includes a digital representation of the one or more physical assets utilized in the manufacturing process. The present invention may include, simulating a performance of the digital twin for the manufacturing process under a plurality of conditions. The present invention may include, analyzing the performance of the digital twin under the plurality of conditions.

Abstract: A system and method of implementing a cognitive, dynamic assessment advisor or builder receives a requirement indicating a job or task. The method includes obtaining records from a database that relate to the requirement, and filtering assessment elements or assessments among the records to develop a listing of assessment elements or a set of assessments. The assessment elements are questions or tests to determine suitability for the job or task and each of the assessments include a set of the assessment elements. The listing of assessment elements or the set of assessments is provided for administering to candidates for the job or task.

Abstract: A system and method of implementing a cognitive, dynamic assessment advisor or builder receives a requirement indicating a job or task. The method includes obtaining records from a database that relate to the requirement, and filtering assessment elements or assessments among the records to develop a listing of assessment elements or a set of assessments. The assessment elements are questions or tests to determine suitability for the job or task and each of the assessments include a set of the assessment elements. The listing of assessment elements or the set of assessments is provided for administering to candidates for the job or task.