PV-wind power system;
Robust design;
constraint multi-objective optimizations;
multi-objective genetic algorithms;
Monte Carlo Simulation (MCS);
Latin Hypercube Sampling (LHS);
D O I:
10.1631/jzus.A071317
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
This study presents a robust design method for autonomous photovoltaic (PV)-wind hybrid power systems to obtain an optimum system configuration insensitive to design variable variations. This issue has been formulated as a constraint multi-objective optimization problem, which is solved by a multi-objective genetic algorithm, NSGA-II. Monte Carlo Simulation (MCS) method, combined with Latin Hypercube Sampling (LHS), is applied to evaluate the stochastic system performance. The potential of the proposed method has been demonstrated by a conceptual system design. A comparative study between the proposed robust method and the deterministic method presented in literature has been conducted. The results indicate that the proposed method can find a large mount of Pareto optimal system configurations with better compromising performance than the deterministic method. The trade-off information may be derived by a systematical comparison of these configurations. The proposed robust design method should be useful for hybrid power systems that require both optimality and robustness.
2017 INTERNATIONAL CONFERENCE ON OPTIMIZATION OF ELECTRICAL AND ELECTRONIC EQUIPMENT (OPTIM) & 2017 INTL AEGEAN CONFERENCE ON ELECTRICAL MACHINES AND POWER ELECTRONICS (ACEMP),
2017,
: 699
-
704
机构:
Poznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, PolandPoznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, Poland
Kasprzyk, Leszek
Tomczewski, Andrzej
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机构:
Poznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, PolandPoznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, Poland
Tomczewski, Andrzej
Pietracho, Robert
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机构:
Poznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, PolandPoznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, Poland
Pietracho, Robert
Mielcarek, Agata
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机构:
Poznan Univ Tech, Fac Environm Engn & Energy, PL-60965 Poznan, PolandPoznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, Poland
Mielcarek, Agata
Nadolny, Zbigniew
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机构:
Poznan Univ Tech, Fac Environm Engn & Energy, PL-60965 Poznan, PolandPoznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, Poland
Nadolny, Zbigniew
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h-index:
机构:
Tomczewski, Krzysztof
Trzmiel, Grzegorz
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机构:
Poznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, PolandPoznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, Poland
Trzmiel, Grzegorz
Alemany, Juan
论文数: 0引用数: 0
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机构:
Rio Cuarto Natl Univ, Power Syst Anal Grp, X5804BYA, Rio Cuarto, ArgentinaPoznan Univ Tech, Fac Control Robot & Elect Engn, PL-60965 Poznan, Poland