JP2019521444A - 予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 - Google Patents
予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 Download PDFInfo
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- 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
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- G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
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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
- G05B17/00—Systems involving the use of models or simulators of said systems
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| JP2021064734A JP7394805B2 (ja) | 2016-07-07 | 2021-04-06 | 予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 |
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| Application Number | Priority Date | Filing Date | Title |
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| US201662359379P | 2016-07-07 | 2016-07-07 | |
| US62/359,379 | 2016-07-07 | ||
| PCT/US2017/040725 WO2018009546A1 (en) | 2016-07-07 | 2017-07-05 | Computer system and method for the dynamic construction and online deployment of an operation-centric first-principles process model for predictive analytics |
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| JP2021064734A Division JP7394805B2 (ja) | 2016-07-07 | 2021-04-06 | 予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 |
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| JP2019521444A true JP2019521444A (ja) | 2019-07-25 |
| JP2019521444A5 JP2019521444A5 (https=) | 2020-07-27 |
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| JP2019500348A Pending JP2019521444A (ja) | 2016-07-07 | 2017-07-05 | 予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 |
| JP2021064734A Active JP7394805B2 (ja) | 2016-07-07 | 2021-04-06 | 予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 |
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| JP2021064734A Active JP7394805B2 (ja) | 2016-07-07 | 2021-04-06 | 予測分析用の動作中心型第一原理プロセスモデルの動的構築及びオンライン配備のためのコンピュータシステム及び方法 |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US10990067B2 (https=) |
| EP (1) | EP3482261B1 (https=) |
| JP (2) | JP2019521444A (https=) |
| WO (1) | WO2018009546A1 (https=) |
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| US10990067B2 (en) | 2016-07-07 | 2021-04-27 | Aspen Technology, Inc. | Computer system and method for the dynamic construction and online deployment of an operation-centric first-principles process model for predictive analytics |
| JP2021094557A (ja) * | 2019-12-13 | 2021-06-24 | 栗田工業株式会社 | 蒸留塔管理システム、蒸留塔状態分析方法及び蒸留塔管理方法 |
| JP2023512806A (ja) * | 2020-02-07 | 2023-03-29 | ビーエーエスエフ ソシエタス・ヨーロピア | 少なくとも2つの相互接続された化学プラントを備えるプロセスネットワークの表現の生成 |
| US11630446B2 (en) | 2021-02-16 | 2023-04-18 | Aspentech Corporation | Reluctant first principles models |
| JP2023537697A (ja) * | 2020-07-31 | 2023-09-05 | アスペンテック・コーポレーション | 等式制約を代数モデルに課すための射影方法 |
| US11754998B2 (en) | 2019-10-18 | 2023-09-12 | Aspentech Corporation | System and methods for automated model development from plant historical data for advanced process control |
| US11782401B2 (en) | 2019-08-02 | 2023-10-10 | Aspentech Corporation | Apparatus and methods to build deep learning controller using non-invasive closed loop exploration |
| US11853032B2 (en) | 2019-05-09 | 2023-12-26 | Aspentech Corporation | Combining machine learning with domain knowledge and first principles for modeling in the process industries |
| US11934159B2 (en) | 2018-10-30 | 2024-03-19 | Aspentech Corporation | Apparatus and methods for non-invasive closed loop step testing with controllable optimization relaxation |
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| US11310125B2 (en) | 2018-05-25 | 2022-04-19 | At&T Intellectual Property I, L.P. | AI-enabled adaptive TCA thresholding for SLA assurance |
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| PL3705963T3 (pl) | 2019-03-08 | 2022-11-07 | Abb Schweiz Ag | Sposób inżynierii automatyzacji opartej na intencjach |
| EP3742313A1 (en) * | 2019-05-24 | 2020-11-25 | Siemens Aktiengesellschaft | Method and system for provisioning simulation model generation in a cloud computing environment |
| US20200387818A1 (en) * | 2019-06-07 | 2020-12-10 | Aspen Technology, Inc. | Asset Optimization Using Integrated Modeling, Optimization, and Artificial Intelligence |
| GB201913601D0 (en) * | 2019-09-20 | 2019-11-06 | Microsoft Technology Licensing Llc | Privacy enhanced machine learning |
| US20210125068A1 (en) * | 2019-10-28 | 2021-04-29 | MakinaRocks Co., Ltd. | Method for training neural network |
| US11860617B2 (en) | 2019-11-26 | 2024-01-02 | Technische Universitaet Berlin | Forecasting industrial aging processes with machine learning methods |
| CN111210131B (zh) * | 2019-12-30 | 2023-08-18 | 浙江中控技术股份有限公司 | 面向流程工业的物料统计平衡方法 |
| US11698609B2 (en) * | 2020-02-20 | 2023-07-11 | Honeywell International Inc. | Cascaded model predictive control with abstracting constraint boundaries |
| US11656606B2 (en) | 2020-08-20 | 2023-05-23 | International Business Machines Corporation | Site-wide operations management optimization for manufacturing and processing control |
| WO2022120360A1 (en) * | 2020-12-03 | 2022-06-09 | Aspen Technology, Inc. | Method and system for process schedule reconciliation using machine learning and algebraic model optimization |
| US11774924B2 (en) | 2020-12-03 | 2023-10-03 | Aspentech Corporation | Method and system for process schedule reconciliation using algebraic model optimization |
| US12217198B2 (en) | 2020-12-03 | 2025-02-04 | Aspentech Corporation | Method and system for process schedule reconciliation using machine learning and algebraic model optimization |
| RU2754239C1 (ru) * | 2020-12-22 | 2021-08-30 | Владимир Сергеевич Пахомов | Способ структурно-параметрического синтеза средств поддержки принятия решений при управлении развитием сложной организационно-технической системы и устройство для его реализации |
| US12440779B2 (en) | 2021-02-25 | 2025-10-14 | Bharat Petroleum Corporation Ltd. | System and method for dynamic optimization of a crude distillation unit |
| US20240254029A1 (en) | 2021-05-19 | 2024-08-01 | Glass Service, A.S. | Method of control, control system and glass furnace, in particular for temperature/thermal control |
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| US20230213922A1 (en) * | 2021-12-30 | 2023-07-06 | Pani Energy Inc | Digital model based configurable plant optimization and operation |
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| US6088630A (en) * | 1997-11-19 | 2000-07-11 | Olin Corporation | Automatic control system for unit operation |
| JP2009509217A (ja) * | 2005-08-26 | 2009-03-05 | カトラー,チャールズ,アール. | 適応多変数mpcコントローラ |
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| CN103293953B (zh) * | 2008-01-31 | 2017-10-31 | 费希尔-罗斯蒙特系统公司 | 具有用来补偿模型失配的调节的鲁棒的自适应模型预测控制器 |
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2017
- 2017-07-05 EP EP17751159.9A patent/EP3482261B1/en active Active
- 2017-07-05 WO PCT/US2017/040725 patent/WO2018009546A1/en not_active Ceased
- 2017-07-05 JP JP2019500348A patent/JP2019521444A/ja active Pending
- 2017-07-05 US US16/308,190 patent/US10990067B2/en active Active
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2021
- 2021-04-06 JP JP2021064734A patent/JP7394805B2/ja active Active
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| US6088630A (en) * | 1997-11-19 | 2000-07-11 | Olin Corporation | Automatic control system for unit operation |
| US9046881B2 (en) * | 2002-10-22 | 2015-06-02 | Fisher-Rosemount Systems, Inc. | Updating and utilizing dynamic process simulation in an operating process environment |
| JP2009509217A (ja) * | 2005-08-26 | 2009-03-05 | カトラー,チャールズ,アール. | 適応多変数mpcコントローラ |
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Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10990067B2 (en) | 2016-07-07 | 2021-04-27 | Aspen Technology, Inc. | Computer system and method for the dynamic construction and online deployment of an operation-centric first-principles process model for predictive analytics |
| US11934159B2 (en) | 2018-10-30 | 2024-03-19 | Aspentech Corporation | Apparatus and methods for non-invasive closed loop step testing with controllable optimization relaxation |
| US11853032B2 (en) | 2019-05-09 | 2023-12-26 | Aspentech Corporation | Combining machine learning with domain knowledge and first principles for modeling in the process industries |
| US11782401B2 (en) | 2019-08-02 | 2023-10-10 | Aspentech Corporation | Apparatus and methods to build deep learning controller using non-invasive closed loop exploration |
| US11754998B2 (en) | 2019-10-18 | 2023-09-12 | Aspentech Corporation | System and methods for automated model development from plant historical data for advanced process control |
| JP7056774B2 (ja) | 2019-12-13 | 2022-04-19 | 栗田工業株式会社 | 蒸留塔管理システム、蒸留塔状態分析方法及び蒸留塔管理方法 |
| JP2021094508A (ja) * | 2019-12-13 | 2021-06-24 | 栗田工業株式会社 | 蒸留塔管理システム、蒸留塔状態分析方法及び蒸留塔管理方法 |
| JP2021094557A (ja) * | 2019-12-13 | 2021-06-24 | 栗田工業株式会社 | 蒸留塔管理システム、蒸留塔状態分析方法及び蒸留塔管理方法 |
| JP2023512806A (ja) * | 2020-02-07 | 2023-03-29 | ビーエーエスエフ ソシエタス・ヨーロピア | 少なくとも2つの相互接続された化学プラントを備えるプロセスネットワークの表現の生成 |
| JP7695257B2 (ja) | 2020-02-07 | 2025-06-18 | ビーエーエスエフ ソシエタス・ヨーロピア | 少なくとも2つの相互接続された化学プラントを備えるプロセスネットワークの表現の生成 |
| JP2023537697A (ja) * | 2020-07-31 | 2023-09-05 | アスペンテック・コーポレーション | 等式制約を代数モデルに課すための射影方法 |
| JP7497516B2 (ja) | 2020-07-31 | 2024-06-10 | アスペンテック・コーポレーション | 等式制約を代数モデルに課すための射影方法 |
| US11630446B2 (en) | 2021-02-16 | 2023-04-18 | Aspentech Corporation | Reluctant first principles models |
Also Published As
| Publication number | Publication date |
|---|---|
| JP2021101388A (ja) | 2021-07-08 |
| US10990067B2 (en) | 2021-04-27 |
| US20190179271A1 (en) | 2019-06-13 |
| JP7394805B2 (ja) | 2023-12-08 |
| EP3482261B1 (en) | 2021-05-05 |
| WO2018009546A1 (en) | 2018-01-11 |
| EP3482261A1 (en) | 2019-05-15 |
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