The main objective in Smart Manufacturing Analysis is to support the manufacturing industry to make use of IoT by optimizing their production and identifying problems early at their occurrence. Therefore, we contribute among others a self-analytics solution that enables operators and other non-data scientists to optimize production settings and identify problems and their causes early, and identify patterns that can warn operators in the future for repetitions of certain production faults.