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Modelling and Validation

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Presentation on theme: "Modelling and Validation"— Presentation transcript:

1 Modelling and Validation
Model development Validation through experimentation Future work 22/09/2018

2 1. Model Building Reaction mechanism and kinetics
Reactor hydrodynamics Mass, heat, momentum balance equations Parameter estimation 22/09/2018

3 Reactor Models Sulzer reactor Batch reactor
Loop + PFR + Devolatilisation PFR + Devolatilisation Batch Loop Batch reactor Continuous stirred tank reactor 22/09/2018

4 Reaction Models Free radical polymerisation
Polymethyl-methacrylate (PMMA) Polystyrene (PS) Ziegler-Natta polymerisation Polypropylene (PP) New polymers (under research) Hyperbranched polymers Tacticity-controlled polymers Polymer beads 22/09/2018

5 2. Experiments Pilot-plant Sulzer reactor Bench-scale studies
Batch random tacticity PMMA Hyperbranched PMMA and PU Stereospecific polymerisation Polymer beads Small-scale batch/loop reactor 22/09/2018

6 Schematic Representation
Monomer Solvent Initiator Output Recycle Tubular Forward Tubular PFR Gear Pump P04 SMX Mixer PT TT HX02 HX03 HX04 Devol Section TI Monitor & Control PC Sulzer Reactor System

7 Real-time Monitor

8 “Cold-model” Test Run Use Xylene run to assess hydrodynamics of this new reactor, SMX, SMXL Determine non-kinetic parameters Heat transfer Dispersion Quality analysis of reactor operability 22/09/2018

9 Temperature Response 22/09/2018

10 Dynamics of Cooling Jacket
22/09/2018

11 Sustain Oscillation Complex dynamics in continuous reactor 22/09/2018

12 PI Control for Temperature
22/09/2018

13 PMMA Experiment Scheme
Reactor configuration: PFR + Devo Section Base conditions (conversion 50%) MMA(20%)+Xylene (80%) + AIBN(0.1mol/L) Reaction temperature: 70 C Flow rate: 4 L/h, residence time 0.98 h Schedule At 2h, jacket temperature 80  C, conversion 80% Measurements: online-0.5 min, sampling - 15 min Reaction time: 4 hours 22/09/2018

14 Online Measurements 22/09/2018

15 Simulation Results 22/09/2018

16 Parameter Sensitivity
22/09/2018

17 3. What’s Next? Model improvement (coupled with experimental design)
Model discrimination Parameter estimation Quantify the effects of the Static Mixer, pump Process control (Temperature, Flow, etc) Optimal operation (Product quality, economics) Optimal design (in future, when a rigorous model becomes available) 22/09/2018


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