Conveners
AI in process industries
- Nikolaus Haselgruber (CIS consulting in industrial statistics GmbH)
In this study, we merge the sensitivity analysis method with the machine learning approach. We perform our study on the electrical power output of a combined cycle power plant using MLP neural networks.
Quantum computing is a new revolutionary computing paradigm, first theorized in 1981. It is based on quantum physics and quantum mechanics, which are fundamentally stochastic in nature with inherent randomness and uncertainty. The power of quantum computing relies on three properties of a quantum bit: superposition, entanglement, and interference. Quantum algorithms are described by the...
Process and condition monitoring seem to be a key for nowadays execution of industry 4.0. Both have the purpose to keep process outcome quality high and operating costs low. The presentation will touch some fundamental conceptions on data quality, machine learning, synthetic training, forecast technologies statistical thinking, maintenance etc. as well as basic process categories from...