| contributor author | Gregor P. Henze | |
| contributor author | Robert H. Dodier | |
| date accessioned | 2017-05-09T00:11:25Z | |
| date available | 2017-05-09T00:11:25Z | |
| date copyright | February, 2003 | |
| date issued | 2003 | |
| identifier issn | 0199-6231 | |
| identifier other | JSEEDO-28332#34_1.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl/handle/yetl/129082 | |
| description abstract | This paper investigates adaptive optimal control of a grid-independent photovoltaic system consisting of a collector, storage, and a load. The control algorithm is based on Q-Learning, a model-free reinforcement learning algorithm, which optimizes control performance through exploration. Q-Learning is used in a simulation study to find a policy which performs better than a conventional control strategy with respect to a cost function which places more weight on meeting a critical base load than on those non-critical loads exceeding the base load. | |
| publisher | The American Society of Mechanical Engineers (ASME) | |
| title | Adaptive Optimal Control of a Grid-Independent Photovoltaic System | |
| type | Journal Paper | |
| journal volume | 125 | |
| journal issue | 1 | |
| journal title | Journal of Solar Energy Engineering | |
| identifier doi | 10.1115/1.1532005 | |
| journal fristpage | 34 | |
| journal lastpage | 42 | |
| identifier eissn | 1528-8986 | |
| keywords | Stress | |
| keywords | Algorithms | |
| keywords | Optimal control | |
| keywords | Photovoltaic power systems AND Storage | |
| tree | Journal of Solar Energy Engineering:;2003:;volume( 125 ):;issue: 001 | |
| contenttype | Fulltext | |