1. Introduction
Due to global environmental issues such as global warming and fine dust, there has been a continuous increase in investment in eco-friendly and renewable energy sources worldwide. Among these, offshore wind power is the fastest growing sector, and the capacity of wind turbines is also increasing to over 12 MW. The demand for dedicated wind turbine installation vessels (WTIVs) to install these large turbines is also expected to continue to increase [
1]. WTIVs have their own propulsion systems and can travel to the installation site where they anchor their legs to the seabed and use an electrically driven jacking system to lift the vessel to a position where it is not affected by waves, as shown in
Figure 1. Typically, WTIVs are used exclusively for transportation, installation, and maintenance purposes in offshore wind power complexes, but they are also being designed and constructed to be used for installing and dismantling the substructures of wind turbines. The deck area and shape are important design factors for WTIVs. A wide deck has the advantage of increasing cargo capacity and providing ample space for faster work. However, increasing the exposed surface area to various environmental loads can result in increased structural loads and require a larger jacking system capacity due to the increased elevated weight. In particular, increased weight accelerates dynamic effects and has a significant impact on the design of legs and hulls.
To carry out the installation of a WTIV, the spudcan should be penetrated into the seabed, and the final penetration depth depends on the supporting resistance of the seabed. As installation procedures can change, spudcan penetration work for fixation is required every time, and it is crucial to accurately assess the soil conditions that contain strong nonlinearity. However, since wind farms are extensive, the behavior of spudcan penetration is predicted by sampling major locations. In particular, in soil conditions consisting of sand and clay layers during pre-loading, punch-through phenomenon occurs rapidly in the clay layer after a relatively strong and stiff sand layer, leading to rotational moments on the structure and potential structural damage or capsizing of the vessel. Structural safety evaluation using analytical modeling is most important in order to manage the high risk caused by such punch through.
The purpose of this study is to conduct a structural safety review for the conditions in which the punch through of individual legs occurred using detailed FE analysis modeling. The legs were modeled using 1D beam elements, and 2D shell elements were applied to the other members including the hull. The jack case connection part responsible for load transmission connects the leg and the hull using a dummy beam. Throughout the screening analysis using Nastran solver, the fine meshing area where high stress occurs against the punch through of legs can be determined. The final analysis is performed using a detailed FE model. If the maximum stress generated exceeds the allowable stress, the process of reanalyzing is applied after confirming the structural reinforcement plan, as shown in
Figure 2.
Therefore, it is essential for engineering to address this issue. The following summarizes the major previous studies on the mentioned problem.
Vladimir Rapoport et al. [
2] developed a procedure for predicting ground settlement in real time during the pre-loading of jack-up rigs. They calculated and visualized the leg load and penetration depth in real time to the user. They suggested that by monitoring the significant increase in leg penetration depth and managing pre-loading accordingly, ground settlement can be prevented.
Vlahos et al. [
3] performed experiments using a 1/250 scale model to conduct penetration tests of a spudcan on clay. The jack-up model was designed to measure shear and axial forces on the leg, as well as displacement and rotation angles of the soil and hull. Through the experiments, they observed the phenomenon of load redistribution at the corners of the spudcan and around the soil, as well as the behavior of the loss of rotational restraint of the spudcan due to the occurrence of the initial yielding of the soil.
Mahanta Rupam [
4] compared the evaluation criteria provided by SNAME and ISO codes with the results of the MAHAJACK program developed in his study to assess ground settlement that occurred during the pre-loading process on the east coast of India. The data of the sea area where the accident occurred were taken from a geological survey report and consisted of clay and sand layers. The SNAME and ISO procedures showed ground settlement occurring at a pre-loading of 76.5 MN, while the evaluation criteria proposed by the author resulted in 47.5 MN, with a soil layer depth of 7 m. The subsequent behavior was the same as the results from the existing evaluation formulas and the proposed results. As predicted, the actual accident had the possibility of ground settlement occurring at a sand layer of 7 m, and the pre-loading prediction method provided useful results when using the “wish in-place” model recommended by SNAME and ISO.
Agaesen Ron et al. [
5] proposed a simplified calculation method to analyze the resistance effect between a spudcan and soil, which is not described in the current SNAME (2008) and ISO (2012) guidelines. It is based on a geometric simplification of soil resistance and flow around the spudcan, and the calculation results were in good agreement with the centrifuge test results from previous studies. To analyze the disturbance effect due to contact between the spudcan and soil, it is necessary to determine the appropriate sensitivity variables, particularly in experimental studies on penetration behavior over time and soil strength degradation below the spudcan.
Yin Qishuai et al. [
6] conducted 17 field experiments in Bohai bay to verify the penetration behavior of spudcans by punch through. Through the experiments, they proposed a new method to prevent ground subsidence. Pre-loading was carried out with minimal air gap, and an extra spudcan structure was installed to distribute the ground reaction force. Finally, the three legs were filled with water simultaneously, and the amount of ballast was adjusted to less than 900 tons in one process.
Tae-Min Cho et al. [
7] performed a global in-place analysis for leg structure in the WTIV. The analysis parameters such as environmental and soil condition were induced by actual measurements at a west–south offshore wind farm in Korea. The author performed spudcan penetration analysis at the measured points, and it was confirmed that there was a possibility of punch through in most locations. In the study, the results were compared with the results of the simply supporting condition and soil stiffness by site specific measurement when reviewing the structural strength of the leg. The safety margin was 25%, based on the maximum strength in case of the imposed boundary condition. However, the case of considering actual stiffness increased significantly to 70%. It was suggested that this pattern was characteristic, and that it should be well considered from the perspective of structural optimization of the leg in the future.
Hu Pan et al. [
8] conducted a study on theoretical evaluation criteria for accurately predicting the ground settlement phenomenon that mainly occurs when sand is located on top of a clay layer. This study compares the existing ISO and SNAME methods and, furthermore, compares the existing literature and the newly proposed theoretical model. One of the advantages was the development of a new structural model that can predict the behavior after the maximum bearing capacity of the sand soil, which can be applied to a wide range of relative densities of sand. While the accuracy can be high for cases with similar characteristics to offshore soil considered in the study, there is uncertainty in the results for other types of soil properties. Previous studies have underestimated the effect of trapped soil beneath the spudcan, and the new evaluation method improves it to resemble the actual penetration process.
Tao Lyu et al. [
9] established a reliability analysis model of jack-up against punch through, considering structural uncertainty. In order to identify the failure state, an improved reliability solution method was developed based on a sparse auto-encoder (SAE) deep learning network model. Sparse self-coding algorithm was used in the training of the deep network, and a Softmax regression model was established to solve the identification and classification problem of the output layer. The first application of the technique was the study of an HYSY 941 jack-up platform. More specifically, numerical calculations of structural ultimate bearing capacity was calculated, and the influence of model parameters on the prediction accuracy of the failure state was discussed. The results show that implicit performance function can be constructed accurately using the SAE-MC method by reflecting on the relationship between the different critical safety states and structural vulnerability. Compared with a traditional BP neural network, the deep learning network has a higher prediction accuracy to failure probability. The dynamic risk grade in the process of pre-load operation can be determined quantitatively using the reliability analysis method mentioned.
In this study, the ground settlement behavior that may occur during the pre-loading process of a six-legged WTIV and its effect on the structural strength of the legs and hull according to the pre-loading sequence are examined using numerical analysis methods. As monitoring systems are typically used during pre-loading operations of WTIVs, the ground settlement behavior was limited to occurring in only one leg.
2. Basic Methodology
In general, WTIV can install both sub-structures and wind turbines, but, depending on the shipping company’s plan, they are being utilized to install only wind turbines. After loading the wind turbines on the deck using a crane at the port, it moves to the installation complex and, at this time, all legs have been extracted in an upward direction, as shown in
Figure 3a. The WTIV arrives at the installation site, the legs are lowered to the seabed, and positioned as shown in
Figure 3b,c. To install an offshore wind turbine, the hull is moved upward, where it is not affected by waves, as shown in
Figure 3d. For safe pre-loading of WTIV, the spudcan is penetrated to a height that can withstand environmental load. At this time, the hull is raised and lowered while reducing the buoyancy to obtain the necessary load. Another advantage of the elevating of the hull is that it improves the structural safety of the WTIV by reducing the influence of the wave force, which is the main external load.
2.1. Punch-through Phenomenon
Since the main purpose of WTIV is to install offshore wind turbines, the most important pre-loading for the installation must be completed safely. To this end, it is necessary to be able to accurately predict the mutual relationship between spudcan and soil. The collapse behavior of representative soils has a fairly strong non-linearity, and measuring work requires enormous cost and time, which acts as a significant constraint. While pre-loading is in progress, the leg deformation data near the jack case must be carefully checked. The biggest reason for this is that there is a possibility of structural damage as the legs and hull tilt to one side according to the change in the characteristics of the seabed. Since the spudcan is fixed on the seabed, the damaged part is the leg, where it meets the lower part of the hull, and it can be schematized, as shown in
Figure 4. Especially, the composition of a sand and clay soil layer rapidly changes the penetration movement because of the different soil stiffnesses. In general, sand is stiffer than clay. Punch through is likely to occur under these soil characteristics’ conditions.
The above-mentioned structural failure is caused by the relationships between the soil and spudcan, so it is necessary to think about preventing them. The UK’s International Organization for Workplace Health and Safety (Health and Safety Executive) [
10] investigated accident cases of jack-up rigs that have been operated for decades and the results are presented in
Figure 5.
Accidents caused by punch through, including penetration problems, account for 53% of the total, indicating a fairly high accident frequency.
Figure 5 shows an example of the calculated spudcan penetration behavior using the soil property values of the west– south sea wind farm hinterland (soil measurement report [
11]). The sand layer is located from the surface to 8 m, while the clay layer extends to 25 m. The boundary between the sand and the clay layer is 8 m. In case of the pre-loading value exceeding 150,000 kN, soil collapse occurs up to 25 m due to the punch-through phenomenon, as shown in
Figure 6. If any one of the WTIV legs is subjected to this situation, the structural collapse referred to in
Figure 4 can be expected.
2.2. Pre-Loading
The wind turbine installation vessel (WTIV) loads the nacelles, towers, and blades in separate spaces on the deck and moves them to the installation complex.
When arriving at the wind farm locations, legs are penetrated into the seabed for installation work, while the hull is brought to the surface of the water in a position that makes crane work easier. The seabed penetration process is pre-loading, since it uses its own weight to penetrate; it involves controlling two or three legs simultaneously and iterating to the target penetration depth.
The number of legs in the plan view condition of the analysis model used for analysis is shown in
Figure 7. Legs 1 and 2 are located in the direction of the bow, and leg 6 is where the stern crane is located. The pre-loading method uses three legs and controls 1–4–5 and operates 2–3–6 in turn. When using two legs, pre-loading is performed through combinations of 1–4, 3–6, and 2–5.
4. Conclusions Remarks
In this study, the punch through was the main point which was an essential process during operating WTIV. In order to accurately understand the phenomenon, structural analysis based on analytical modeling was performed. The cases of damage caused by punch through were investigated through the literature (HSE [
10]) and accounted for approximately 53%, so the justification for risk management was confirmed. The WTIV model was a large size with six legs, and it was assumed that punch through occurs independently in one leg during installation. The conclusions obtained through the review are as follows:
- (1)
Punch through is most likely to occur when the soil conditions consist of sand and clay layers. Once the results of these soil measurements are confirmed, a separate penetration behavior analysis should be performed to manage the risk.
- (2)
Among the load conditions reviewed in the analysis, the maximum reaction force in the punch through at leg number 5 was 84,238 kN from leg number 3. This is because the rotation of the hull occurs in the opposite direction. At this time, it is necessary to change the thickness and steel of the legs and part of the hull.
- (3)
The maximum displacement of the hull is 561 mm provided by punch through at leg number 5 and it is caused by the free-end behavior at the tip of the stern.
- (4)
Due to the nature function of the WTIV, the variable load is concentrated in the deck center. When punch through occurs in the bow and stern legs, the load distribution in the center leg increases. In order to reflect these characteristics, it is possible to operate more safely if the structure of the central leg is reinforced.
- (5)
The large installation vessel used in the study has six legs and, compared with the case with four legs, the deformation of the hull is expected to be small because the distance is short. When developing future models, the number of legs and the distance are also variables that should be fully considered.
In reality, it is a very difficult task to create a structural design for legs against punch through. However, if the following matters are carefully observed, the WTIV can be operated more safely:
A real-time monitoring system is installed and rack phase difference (RPD) is measured from the legs at the top of the jack case. Before the measurement of RPD, acceptance criteria should be established.
If the allowable RPD value is exceeded, it is necessary to determine whether to stop pre-loading and proceed. The possible solutions are to divide the pre-loading step into smaller loads and change the installation location.
As a future study, a simple evaluating program should be developed that can calculate the maximum stress according to punch-through scenarios. This is to idealize primary structural members using the beam element to find the critical location and can be used to find the worst locations. Through this activity, it is possible to review various load conditions of the WTIV.