Details
| Original language | English |
|---|---|
| Title of host publication | The proceedings of the Thirty-First (2021) International Ocean and Polar Engineering Conference |
| Subtitle of host publication | ISOPE-2021 : Rhodes, Greece (hybrid), June 20-25, 2021 |
| Place of Publication | Cupertino, California, USA |
| Publisher | International Society of Offshore and Polar Engineers |
| Pages | 535-542 |
| Number of pages | 8 |
| ISBN (print) | 9781880653821 |
| Publication status | Published - 20 Jun 2021 |
| Event | 31st International Ocean and Polar Engineering Conference, ISOPE 2021 - Virtual, Online Duration: 20 Jun 2021 → 25 Jun 2021 |
Publication series
| Name | Proceedings of the International Offshore and Polar Engineering Conference |
|---|---|
| ISSN (Print) | 1098-6189 |
| ISSN (electronic) | 1555-1792 |
Abstract
This work presents a prototype of a decision-support system for Offshore Wind Farm (OWF) construction based on the Timed Petri-Nets (TPN) approach, which aims to help the decision-maker in the industry to optimize the process execution. The objective function evaluates the solutions or alternatives to find the optimums. We also present a decoupled scheduling strategy that is computationally efficient and stable comparing to the Mixed-Integer Linear Programming method, which is mathematically exact. Nonetheless, the decision-support system also supports the case, in which multiple agents or installation vessels are used in the projects. The numerical study reveals the relation between the process acceleration and charter cost by using two installation vessels. Last, historical data are used for the weather predictions.
Keywords
- Decision-Support System, Multi-Agents, Offshore Wind Installation, Optimization, Symbiotic Simulation, Timed Petri Nets
ASJC Scopus subject areas
- Energy(all)
- Energy Engineering and Power Technology
- Engineering(all)
- Ocean Engineering
- Engineering(all)
- Mechanical Engineering
Cite this
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The proceedings of the Thirty-First (2021) International Ocean and Polar Engineering Conference: ISOPE-2021 : Rhodes, Greece (hybrid), June 20-25, 2021. Cupertino, California, USA: International Society of Offshore and Polar Engineers, 2021. p. 535-542 (Proceedings of the International Offshore and Polar Engineering Conference).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
}
TY - GEN
T1 - Decision-support system for offshore wind farm installation
AU - Peng, Shengrui
AU - Szczerbicka, Helena
AU - Becker, Matthias
AU - Rippel, Daniel
AU - Lütjen, Michael
N1 - Funding Information: The authors gratefully acknowledge the financial support by the DFG (German Research Foundation) for the Project ?OffshorePlan?, grant number LU 2049/1-1; SZ 51/33-1.
PY - 2021/6/20
Y1 - 2021/6/20
N2 - This work presents a prototype of a decision-support system for Offshore Wind Farm (OWF) construction based on the Timed Petri-Nets (TPN) approach, which aims to help the decision-maker in the industry to optimize the process execution. The objective function evaluates the solutions or alternatives to find the optimums. We also present a decoupled scheduling strategy that is computationally efficient and stable comparing to the Mixed-Integer Linear Programming method, which is mathematically exact. Nonetheless, the decision-support system also supports the case, in which multiple agents or installation vessels are used in the projects. The numerical study reveals the relation between the process acceleration and charter cost by using two installation vessels. Last, historical data are used for the weather predictions.
AB - This work presents a prototype of a decision-support system for Offshore Wind Farm (OWF) construction based on the Timed Petri-Nets (TPN) approach, which aims to help the decision-maker in the industry to optimize the process execution. The objective function evaluates the solutions or alternatives to find the optimums. We also present a decoupled scheduling strategy that is computationally efficient and stable comparing to the Mixed-Integer Linear Programming method, which is mathematically exact. Nonetheless, the decision-support system also supports the case, in which multiple agents or installation vessels are used in the projects. The numerical study reveals the relation between the process acceleration and charter cost by using two installation vessels. Last, historical data are used for the weather predictions.
KW - Decision-Support System
KW - Multi-Agents
KW - Offshore Wind Installation
KW - Optimization
KW - Symbiotic Simulation
KW - Timed Petri Nets
UR - http://www.scopus.com/inward/record.url?scp=85115022229&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85115022229
SN - 9781880653821
T3 - Proceedings of the International Offshore and Polar Engineering Conference
SP - 535
EP - 542
BT - The proceedings of the Thirty-First (2021) International Ocean and Polar Engineering Conference
PB - International Society of Offshore and Polar Engineers
CY - Cupertino, California, USA
T2 - 31st International Ocean and Polar Engineering Conference, ISOPE 2021
Y2 - 20 June 2021 through 25 June 2021
ER -