Abstract
The study on Organic Rankine Cycle (ORC) power generation system has gained significant popularity among researchers over the past decade, mainly due to the financial and environmental benefits that the system provides. A good maximum power point tracking (MPPT) mechanism can push the efficiency of an ORC to a higher rate. In this research, a Self-Adjusted Peak Search algorithm (SAPS) is proposed as the MPPT scheme of an ORC system. The SAPS has the ability to perform a relatively detailed search when the convergence reaches the near-optima peak without jeopardizing the speed of the overall convergence process. The SAPS is tested in a simulation to track for a moving maximum power pint (MPP) of an ORC system. Experiment results show that the SAPS outperformed several other well-established optimization algorithm in tracking the moving MPP, especially in term of the solution accuracies. It can thus be concluded that the proposed SAPS performs well as a mean of an MPPT scheme in an ORC system.
| Original language | English |
|---|---|
| Pages (from-to) | 340-345 |
| Number of pages | 6 |
| Journal | Indonesian Journal of Electrical Engineering and Computer Science |
| Volume | 14 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 01 Apr 2019 |
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All Science Journal Classification (ASJC) codes
- Signal Processing
- Information Systems
- Hardware and Architecture
- Computer Networks and Communications
- Control and Optimization
- Electrical and Electronic Engineering
Cite this
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An artificial intelligent approach for the optimization of organic rankine cycle power generation systems. / Tan, Jian Ding; Lim, Chin Wai; Koh, Johnny Siaw Paw; Tiong, Sieh Kiong; Koay, Ying Ying.
In: Indonesian Journal of Electrical Engineering and Computer Science, Vol. 14, No. 1, 01.04.2019, p. 340-345.Research output: Contribution to journal › Article
TY - JOUR
T1 - An artificial intelligent approach for the optimization of organic rankine cycle power generation systems
AU - Tan, Jian Ding
AU - Lim, Chin Wai
AU - Koh, Johnny Siaw Paw
AU - Tiong, Sieh Kiong
AU - Koay, Ying Ying
PY - 2019/4/1
Y1 - 2019/4/1
N2 - The study on Organic Rankine Cycle (ORC) power generation system has gained significant popularity among researchers over the past decade, mainly due to the financial and environmental benefits that the system provides. A good maximum power point tracking (MPPT) mechanism can push the efficiency of an ORC to a higher rate. In this research, a Self-Adjusted Peak Search algorithm (SAPS) is proposed as the MPPT scheme of an ORC system. The SAPS has the ability to perform a relatively detailed search when the convergence reaches the near-optima peak without jeopardizing the speed of the overall convergence process. The SAPS is tested in a simulation to track for a moving maximum power pint (MPP) of an ORC system. Experiment results show that the SAPS outperformed several other well-established optimization algorithm in tracking the moving MPP, especially in term of the solution accuracies. It can thus be concluded that the proposed SAPS performs well as a mean of an MPPT scheme in an ORC system.
AB - The study on Organic Rankine Cycle (ORC) power generation system has gained significant popularity among researchers over the past decade, mainly due to the financial and environmental benefits that the system provides. A good maximum power point tracking (MPPT) mechanism can push the efficiency of an ORC to a higher rate. In this research, a Self-Adjusted Peak Search algorithm (SAPS) is proposed as the MPPT scheme of an ORC system. The SAPS has the ability to perform a relatively detailed search when the convergence reaches the near-optima peak without jeopardizing the speed of the overall convergence process. The SAPS is tested in a simulation to track for a moving maximum power pint (MPP) of an ORC system. Experiment results show that the SAPS outperformed several other well-established optimization algorithm in tracking the moving MPP, especially in term of the solution accuracies. It can thus be concluded that the proposed SAPS performs well as a mean of an MPPT scheme in an ORC system.
UR - http://www.scopus.com/inward/record.url?scp=85061148782&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85061148782&partnerID=8YFLogxK
U2 - 10.11591/ijeecs.v14.i1.pp340-345
DO - 10.11591/ijeecs.v14.i1.pp340-345
M3 - Article
AN - SCOPUS:85061148782
VL - 14
SP - 340
EP - 345
JO - Indonesian Journal of Electrical Engineering and Computer Science
JF - Indonesian Journal of Electrical Engineering and Computer Science
SN - 2502-4752
IS - 1
ER -