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12 January 2017 Investigating Optimal Leg Distance, using Conceptual Design Optimization Kasper Sandal Alexander Verbart Mathias Stolpe Technical University of Denmark, Dept. of Wind Energy 1 Conceptual design Basic design Detailed design

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Page 1: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 2017

Investigating Optimal Leg Distance, using Conceptual Design Optimization

Kasper Sandal

Alexander Verbart

Mathias Stolpe

Technical University of Denmark,

Dept. of Wind Energy

1

Conceptualdesign

Basic design

Detaileddesign

Page 2: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 20172

minimize 𝑓(𝒙)

subject to 𝐊 𝒙 𝒖 − ∆𝑷 = 𝟎

𝝈 ≤ 𝝈 𝒙 ≤ 𝝈

𝝎 ≤ 𝝎 𝒙 ≤ 𝝎

Design considerations Optimal design problem

Design trends

This talk presents conceptual design optimization of jacket structures for offshore wind turbines

Page 3: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 20173

Photo: Iberdrola

A good jacket design has low mass to minimize material, transportation, and installation costs

Page 4: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 20174

Photo: W S van Zyl; G P A G van Zijl

To avoid resonance, the natural frequency must lie in the soft-stiff range between the 1p and 3p rotor frequencies

Page 5: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 20175

Reference jackets in the literature have very different leg distances

12 m

8 m

OC4 jacket

Designed for NREL 5 MW

34 m

14 m

INNWIND.EU jacket Designed for DTU 10 MW

Page 6: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 20176

Placing the same tower and turbine on two jackets allows us to compare them

JADOP models with DTU 10 MW tower & turbine

12 m

8 m

OC4 jacket

Designed for NREL 5 MW

34 m

14 m

INNWIND.EU jacket Designed for DTU 10 MW

Page 7: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 20177

When cross sections are equal, a slender jacket will have a lower mass and a lower frequency than a bulky jacket

Slender 1060 tons 0.20 Hz

Bulky 1510 tons 0.27 Hz

JADOP models with DTU 10 MW tower & turbine Diameters = 1 m Thicknesses = 50 mm

Page 8: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 20178

To satisfy the fatigue and ultimate limit states, the cross sections have to change when the slenderness change

Slender 1060 tons 0.20 Hz

Bulky 1510 tons 0.27 Hz

JADOP models with DTU 10 MW tower & turbine Diameters = 1 m Thicknesses = 50 mm

Page 9: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 20179

minimize 𝑓(𝒙)

subject to 𝐊 𝒙 𝒖 − 𝒇(𝒙) = 𝟎

𝝈 ≤ 𝝈 𝒙 ≤ 𝝈

𝝎 ≤ 𝝎 𝒙 ≤ 𝝎 Stress

Frequency

𝒙 = cross sections

The optimization problem for conceptual design is formulated with static loads, and constraints on stress, buckling, and frequency

Jacket mass

Page 10: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201710

Damage equivalent loads are used to make an approximate fatigue constraint using static stress constraints

Rainflow counting: ∆𝜎𝑖 , 𝑛𝑖

𝐷 = 𝑖𝑛𝑖(∆𝜎𝑖)

𝑚

𝑎≤ 𝐷𝑚𝑎𝑥

Page 11: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201711

Damage equivalent loads are used to make an approximate fatigue constraint using static stress constraints

Rainflow counting: ∆𝑃𝑖 , 𝑛𝑖

𝑛𝑇(∆𝑃1𝐻𝑧)𝑚 = 𝑖 𝑛𝑖(∆𝑃𝑖)

𝑚

⇒ ∆𝑃1𝐻𝑧=1

𝑛𝑇 𝑖 𝑛𝑖(∆𝑃𝑖)

𝑚

1

𝑚

∆𝜎1𝐻𝑧

Equal fatigue damage

𝐷 =𝑛𝑇 ∆𝜎1𝐻𝑧 𝑚

𝑎≤ 𝐷𝑚𝑎𝑥

∆𝜎1𝐻𝑧≤ ∆𝜎 =𝐷𝑚𝑎𝑥 𝑎

𝑇𝑙𝑖𝑓𝑒

1

𝑚

Quasi-static behaviour

1 degree of freedom load

High-cycle SN-curve

Rainflow counting: ∆𝜎𝑖 , 𝑛𝑖

𝐷 = 𝑖𝑛𝑖(∆𝜎𝑖)

𝑚

𝑎≤ 𝐷𝑚𝑎𝑥

Page 12: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201712

The problem is solved using the JAcket Design OPtimization tool JADOP and the open source optimization solver IPOPT

• Parametric input

• Analytic sensitivities

• Many types of constraints

DTU 10 MW: Tower, turbine, and loads

Page 13: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201713

With leg distances from the INNWIND.EU jacket, the mass was minimized to 870 tons in 2 minutes on a laptop

Top leg distance = 14 m

Bottom leg distance = 34 m

Jacket mass = 870 tons

Natural frequency = 0,264 Hz

Computation time = 118 s

Page 14: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201714

Optimization of 400 jackets indicate that an increased top leg distance reduces the jacket mass with about 20 percent

INNWIND.EU leg distances

Top leg distance = 14 m

Bottom leg distance = 34 m

Page 15: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201715

Since transition piece mass increases with larger top leg distance, the overall mass reduction is much less

Page 16: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201716

Upper bound on soft-stiff range

High leg distances at both bottom and top increase the natural frequency

Page 17: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201717

Reducing the bottom leg distance of the INNWIND.EU jacket from 34 to 24 meters, reduces both overall mass and frequency

Page 18: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201718

In conclusion, the conceptual design optimization is a fast and useful tool for investigating key parameters such as leg distance

Bottom leg distance: 34 m 24 m

Mass: -6.7 percent

Frequency: -2.8 percent

Can also be used for pile stick-up, number of sections, height, etc.

Page 19: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201719

In conclusion, the conceptual design optimization is a fast and useful tool for investigating key parameters such as leg distance

Bottom leg distance: 34 m 24 m

Mass: -6.7 percent

Frequency: -2.8 percent

Can also be used for pile stick-up, number of sections, height, etc.

Questions?

Page 20: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201720

EXTRA SLIDES

Page 21: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201721

Design according to DNVGL offshore standard and recommended practices

DNVGL-OS-C101 Design of offshore steel structures

DNVGL-RP-C203 Fatigue design of offshore steel structures

DNV-RP-C202 Buckling strength of shells

Page 22: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201722

Optimal design problem

Page 23: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201723

Load cases

Page 24: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201724

Shell buckling

Page 25: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201725

Column buckling

Page 26: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201726

SCF validity constraints

Page 27: Investigating Optimal Leg Distance, using Conceptual ... · DTU 10 MW: Tower, turbine, and loads. 13 12 January 2017 With leg distances from the INNWIND.EU jacket, the mass was minimized

12 January 201727

Stress & SCF