Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources
In this work, an innovative real-time microwave control approach is proposed, to improve the temperature homogeneity under microwave heating. Multiple adaptive or intelligent control structures have been developed, including the model predictive control, neural network control and reinforcement lear...
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| Superior document: | Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik |
|---|---|
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| Year of Publication: | 2016 |
| Language: | English |
| Series: | Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik
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| Physical Description: | 1 electronic resource (XIII, 231 p. p.) |
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(CKB)4920000000100775 (oapen)https://directory.doabooks.org/handle/20.500.12854/40109 (EXLCZ)994920000000100775 |
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Sun, Yiming auth Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources KIT Scientific Publishing 2016 1 electronic resource (XIII, 231 p. p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik Open access Unrestricted online access star In this work, an innovative real-time microwave control approach is proposed, to improve the temperature homogeneity under microwave heating. Multiple adaptive or intelligent control structures have been developed, including the model predictive control, neural network control and reinforcement learning control methods. Experimental results prove that these advanced control methods can effectively reduce the final temperature derivations and improve the temperature homogeneity. English Bestärkendes Lernenmicrowave heating Künstliches neuronales Netz Mehrgrößenregelung Mikrowellenerwärmung multiple-input multiple-output (MIMO) Modellprädiktive Regelung neural network model predictive control (MPC) reinforcement learning 3-7315-0467-7 |
| language |
English |
| format |
eBook |
| author |
Sun, Yiming |
| spellingShingle |
Sun, Yiming Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik |
| author_facet |
Sun, Yiming |
| author_variant |
y s ys |
| author_sort |
Sun, Yiming |
| title |
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources |
| title_full |
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources |
| title_fullStr |
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources |
| title_full_unstemmed |
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources |
| title_auth |
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources |
| title_new |
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources |
| title_sort |
adaptive and intelligent temperature control of microwave heating systems with multiple sources |
| series |
Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik |
| series2 |
Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik |
| publisher |
KIT Scientific Publishing |
| publishDate |
2016 |
| physical |
1 electronic resource (XIII, 231 p. p.) |
| isbn |
1000051503 3-7315-0467-7 |
| illustrated |
Not Illustrated |
| work_keys_str_mv |
AT sunyiming adaptiveandintelligenttemperaturecontrolofmicrowaveheatingsystemswithmultiplesources |
| status_str |
n |
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(CKB)4920000000100775 (oapen)https://directory.doabooks.org/handle/20.500.12854/40109 (EXLCZ)994920000000100775 |
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cr |
| hierarchy_parent_title |
Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik |
| is_hierarchy_title |
Adaptive and Intelligent Temperature Control of Microwave Heating Systems with Multiple Sources |
| container_title |
Karlsruher Forschungsberichte aus dem Institut für Hochleistungsimpuls- und Mikrowellentechnik |
| _version_ |
1796652159537774592 |
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