Operation Planning of Standalone Maritime Power Systems Using Particle Swarm Optimization

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Abstract

This paper presents the power management system (PMS) that relies on optimal power planning and maximum energy efficiency in dynamic positioning (DP) drilling vessel. Nowadays, it is becoming an improving demand for higher precision and decreases ship motion induced by environmental disturbance such as wind, waves, and sea current, which leads to the use of power generation more efficient. According to this, an efficient strategy solution and schedule have increased significantly for power management of diesel generator (DG) units on marine vessels as an independent microgrid to the utility grid. Thus, the power management system (PMS) of vessels is proposed to monitor and prevent the blackout by using the model predictive controller (MPC) based on optimal control method in order to estimate the future power demand in the hostile environment. Due to nonlinear characteristics of diesel generators, such as power ramp rate limits and non-smooth cost functions, a particle swarm optimization (PSO) is applied to solve the economic dispatch problem for a dynamic system. The simulation results demonstrate that the proposed method can improve ED operation problems more efficiently while meeting DGs constraints.
Original languageEnglish
Title of host publicationProceedings of 2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)
Number of pages6
PublisherIEEE Press
Publication dateNov 2019
ISBN (Electronic)978-1-7281-3939-5
DOIs
Publication statusPublished - Nov 2019
Event2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE) - Kuala Lumpur, Malaysia
Duration: 25 Nov 201925 Nov 2019

Conference

Conference2019 1st International Conference on Electrical, Control and Instrumentation Engineering (ICECIE)
CountryMalaysia
CityKuala Lumpur
Period25/11/201925/11/2019

Keywords

  • Power management system
  • Economic dispatch
  • Particle swarm optimization
  • The dynamic positioning system

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