JP2007510187A - 技術的システムの運転方法 - Google Patents
技術的システムの運転方法 Download PDFInfo
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- JP2007510187A JP2007510187A JP2005510414A JP2005510414A JP2007510187A JP 2007510187 A JP2007510187 A JP 2007510187A JP 2005510414 A JP2005510414 A JP 2005510414A JP 2005510414 A JP2005510414 A JP 2005510414A JP 2007510187 A JP2007510187 A JP 2007510187A
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/0205—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric not using a model or a simulator of the controlled system
- G05B13/026—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric not using a model or a simulator of the controlled system using a predictor
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
- G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
- G05B13/0265—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion
- G05B13/0295—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric the criterion being a learning criterion using fuzzy logic and expert systems
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- Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Software Systems (AREA)
- Physics & Mathematics (AREA)
- Medical Informatics (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Computation (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Mathematical Physics (AREA)
- Fuzzy Systems (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Feedback Control In General (AREA)
Abstract
Description
5 運転パラメータ
10 処理ユニット
15 入力パラメータ
20 出力パラメータ
25 タイマ
30 ニューラルネットワーク
35 ニューロ・ファジィ機能ユニット
40 遺伝的アルゴリズム
50 データセット
55 信頼度
Claims (4)
- 自由に選択可能な時間間隔の間において少なくとも1つの設備部分の運転パラメータが検出され、この運転パラメータの時間的挙動から、ニューロネットワーク、ファジィ論理、結合されたニューロ・ファジィ法、遺伝的アルゴリズムの群の少なくとも1つの方法を含む人工知能の方法により、技術的システムの運転モード及び機能モード又はそのいずれか一方が確定されることを特徴とする技術的システムの運転方法。
- 運転パラメータが少なくとも2つの時間的に離れ離れの時間間隔中において検出され、その際それぞれデータセットとして検出された運転パラメータが互いに比較され、ニューロネットワーク、ファジィ論理、結合されたニューロ・ファジィ法、遺伝的アルゴリズムの群の少なくとも1つの方法を含む人工知能の方法により、技術的システムの所望の運転モードを達成するため、運転パラメータの少なくとも一部がどのように調整されるべきかという予測が確定されることを特徴とする請求項1記載の方法。
- 予測に加えて、運転パラメータの調整が予測に相応して所望の運転モードに導く蓋然性をあらわす信頼度が確定されることを特徴とする請求項2記載の方法。
- 技術的システムの運転モードが運転パラメータの相関解析を使用して確定され、その際入力パラメータに相応する運転パラメータの変化の出力パラメータに相応する運転パラメータに対する影響が確定されることを特徴とする請求項1〜3のいずれか1つに記載の方法。
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/DE2003/003584 WO2005045535A1 (de) | 2003-10-29 | 2003-10-29 | Verfahren zum betrieb einer technischen anlage |
Publications (1)
Publication Number | Publication Date |
---|---|
JP2007510187A true JP2007510187A (ja) | 2007-04-19 |
Family
ID=34558674
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP2005510414A Pending JP2007510187A (ja) | 2003-10-29 | 2003-10-29 | 技術的システムの運転方法 |
Country Status (7)
Country | Link |
---|---|
US (1) | US20070078532A1 (ja) |
EP (1) | EP1678563A1 (ja) |
JP (1) | JP2007510187A (ja) |
CN (1) | CN100430845C (ja) |
AU (1) | AU2003291924B2 (ja) |
DE (1) | DE10394362D2 (ja) |
WO (1) | WO2005045535A1 (ja) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2019197315A (ja) * | 2018-05-08 | 2019-11-14 | 千代田化工建設株式会社 | プラント運転条件設定支援システム、学習装置、及び運転条件設定支援装置 |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102005060635A1 (de) | 2005-12-13 | 2007-06-14 | Siemens Ag | Steuerungsverfahren zur Kühlung einer technischen Anlage |
CN115037608A (zh) * | 2021-03-04 | 2022-09-09 | 维沃移动通信有限公司 | 量化的方法、装置、设备及可读存储介质 |
Family Cites Families (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE4130164A1 (de) * | 1991-09-11 | 1993-03-18 | Bodenseewerk Geraetetech | Regler, insbesondere flugregler |
EP0616706B1 (de) * | 1991-12-09 | 1996-03-06 | Siemens Aktiengesellschaft | Verfahren zur optimierung von steuerparametern für ein system, das in abhängigkeit der steuerparameter ein ist-verhalten aufweist |
CN1075219A (zh) * | 1992-11-19 | 1993-08-11 | 北方工业大学 | 模糊控制方法和模糊控制器 |
US5825646A (en) * | 1993-03-02 | 1998-10-20 | Pavilion Technologies, Inc. | Method and apparatus for determining the sensitivity of inputs to a neural network on output parameters |
US5566065A (en) * | 1994-11-01 | 1996-10-15 | The Foxboro Company | Method and apparatus for controlling multivariable nonlinear processes |
US5598075A (en) * | 1995-09-13 | 1997-01-28 | Industrial Technology Research Institute | Servo control method and apparatus for discharging machine |
US6381504B1 (en) * | 1996-05-06 | 2002-04-30 | Pavilion Technologies, Inc. | Method for optimizing a plant with multiple inputs |
US6603795B2 (en) * | 2001-02-08 | 2003-08-05 | Hatch Associates Ltd. | Power control system for AC electric arc furnace |
AU2002324775A1 (en) * | 2001-08-23 | 2003-03-10 | Sciperio, Inc. | Architecture tool and methods of use |
AU2003262893A1 (en) * | 2002-08-21 | 2004-03-11 | Neal Solomon | Organizing groups of self-configurable mobile robotic agents |
-
2003
- 2003-10-29 JP JP2005510414A patent/JP2007510187A/ja active Pending
- 2003-10-29 DE DE10394362T patent/DE10394362D2/de not_active Expired - Fee Related
- 2003-10-29 CN CNB2003801106018A patent/CN100430845C/zh not_active Expired - Fee Related
- 2003-10-29 WO PCT/DE2003/003584 patent/WO2005045535A1/de active Application Filing
- 2003-10-29 AU AU2003291924A patent/AU2003291924B2/en not_active Ceased
- 2003-10-29 EP EP03767395A patent/EP1678563A1/de not_active Ceased
- 2003-10-29 US US10/577,315 patent/US20070078532A1/en not_active Abandoned
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2019197315A (ja) * | 2018-05-08 | 2019-11-14 | 千代田化工建設株式会社 | プラント運転条件設定支援システム、学習装置、及び運転条件設定支援装置 |
JP7090243B2 (ja) | 2018-05-08 | 2022-06-24 | 千代田化工建設株式会社 | プラント運転条件設定支援システム、学習装置、及び運転条件設定支援装置 |
Also Published As
Publication number | Publication date |
---|---|
DE10394362D2 (de) | 2006-09-21 |
EP1678563A1 (de) | 2006-07-12 |
AU2003291924B2 (en) | 2009-05-28 |
CN1860419A (zh) | 2006-11-08 |
US20070078532A1 (en) | 2007-04-05 |
WO2005045535A1 (de) | 2005-05-19 |
AU2003291924A1 (en) | 2005-05-26 |
CN100430845C (zh) | 2008-11-05 |
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