Knut Spilling

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dynamic modelling engineering software process safety digital digital twins process simulation data driven operation data reconciliation production domain process facilities multiphase flow digital operator support system bpt doss production optimization realtime solutions operational troubleshooting & verifications added simulator capabilities & workflows thermodynamics reconciliation solver centrifugal compressor tiein studies api safety studies conceptual studies green energy services for renewable energy digital production twins high-fidelity simulation process design simulation software lifecycle simulators energy transition compressor design process optimization green energy solutions data-driven operations holistic sensor value correction virtual plant models training simulators dynamic process simulation automation in energy sector production decision support operational excellence renewable energy dynamics hydrogen production simulation digital twin technologies real-time data integration multiphase flow simulation process safety studies model development & training excel data processing api compliance transient modeling centrifugal compressor simulation turbo expander design relief valve design flarenet integration dynamic asset integrity management high-fidelity modelling gas-lift optimization online flow assurance sustainability solutions advanced control systems classification of energy sources feedback mechanisms in simulations customizable software modules quality assurance in data processing integration with digital ecosystems machine learning for process enhancement environmental impact assessment front-end loading methodology flexible reactor models virtual flow metering e-fuels production continuous improvement protocols operator training in process control renewables & environment