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United States Patent  美国专利
Kramer et al.  Kramer 等人。
Patent No.: US 11,698,997 B2
专利号:US 11,698,997 B2

Date of Patent: Jul. 11, 2023
专利日期:2023 年 7 月 11 日

MODEL MATURITY STATE EVALUATION SYSTEM
模型成熟度状态评估系统

Applicant: The Boeing Company, Chicago, IL (US)
申请人:美国伊利诺伊州芝加哥市波音公司
Inventors: Nicholas J. Kramer, Seattle, WA (US); Scott Christopher Haase, Redmond, WA (US); Steven Douglas Swaine, Everett, WA (US); Jeffrey Keith Sipes, Lake Tapps, WA (US); Angayarkanni Saravana, Bothell, WA (US); Samuel James Tutko, Covington, WA (US); Terri Wen-Ching Chan, Seattle, WA (US); Keith Harrell, Snohomish, WA (US); Steven Charles Holt, Woodinville, WA (US); Walter S. Wall, Seattle, WA (US); Neil Ebarle, Summerville, SC (US); Shannon Fowler, Puyallup, WA (US)
发明者:Nicholas J. Kramer,华盛顿州西雅图(美国);Scott Christopher Haase,华盛顿州雷德蒙德(美国);Steven Douglas Swaine,华盛顿州埃弗雷特(美国);Jeffrey Keith Sipes,华盛顿州塔普斯湖(美国);Angayarkanni Saravana,华盛顿州博塞尔(美国);Samuel James Tutko,华盛顿州卡温顿(美国);Terri 温-Ching Chan,华盛顿州西雅图(美国);Keith Harrell,华盛顿州斯诺霍米什(美国);Steven Charles Holt,华盛顿州伍丁维尔(美国);Walter S. Wall,华盛顿州西雅图(美国);Neil Ebarle,南卡罗来纳州萨默维尔(美国);Shannon Fowler,华盛顿州皮阿拉普(美国)
Assignee: The Boeing Comapny, Arlington, VA (US)
任务分配方:The Boeing Comapny,弗吉尼亚州阿灵顿(美国)
Notice: Subject to any disclaimer, the term of this patent is extended or adjusted under 35 U.S.C. 154(b) by 293 days.
注意:根据任何免责声明,本专利的期限根据 35 U.S.C. 154(b) 延长或调整 293 天。
Appl. No.: 16/733,009  申请号:16/733,009
Filed: Jan. 2, 2020
提交时间:2020 年 1 月 2 日

Prior Publication Data  先前发布数据

US 2021/0209260 A1 Jul. 8, 2021
US 2021/0209260 A1 2021 年 7 月 8 日

Int. Cl.  国际

G06F 30/10  G06F 30/10 系列 ( 2020.01 ) ( 2020.01 ) (2020.01)(2020.01)
G06F 16/9035  编号: G06F 16/9035 ( 2019.01 ) ( 2019.01 ) (2019.01)(2019.01)
G06F 30/20  G06F 30/20 尾灯 ( 2020.01 ) ( 2020.01 ) (2020.01)(2020.01)
G06F 30/10 (2020.01) G06F 16/9035 (2019.01) G06F 30/20 (2020.01)| G06F 30/10 | $(2020.01)$ | | :--- | :--- | | G06F 16/9035 | $(2019.01)$ | | G06F 30/20 | $(2020.01)$ |

U.S. Cl.  美国 Cl.

CPC … G06F 30/10 (2020.01); G06F 16/9035 (2019.01); G06F 30/20 (2020.01)
中国共产党。。。G06F 30/10 (2020.01);G06F 16/9035 (2019.01);G06F 30/20 (2020.01)
CPC … G05B 23/0232; G05B 23/0235; G05B
中国共产党。。。G05B 23/0232;G05B 23/0235;G05B 系列

23/0283; G05B 23/0286; G06F 30/00;
23/0283;G05B 23/0286;G06F 30/00;

G06F 30/15; G06F 30/20; G06F 30/02;
G06F 30/15;G06F 30/20;G06F 30/02;

G06F 30/33; G06F 30/3308; Y10S
G06F 30/33;G06F 30/3308;Y10S 系列

706 / 919 ; 706 / 919 ; 706//919;706 / 919 ; Y10S 706 / 92 706 / 92 706//92706 / 92
706 / 919 ; 706 / 919 ; 706//919;706 / 919 ; Y10S 706 / 92 706 / 92 706//92706 / 92 系列
USPC qquad\qquad 703/1  美国专利局 qquad\qquad 703/1
See application file for complete search history.
有关完整的检索历史记录,请参阅应用程序文件。
References Cited  引用的参考文献
U.S. PATENT DOCUMENTS  美国专利文件
5 , 208 , 765 5 , 208 , 765 5,208,7655,208,765 A *   5 , 208 , 765 5 , 208 , 765 5,208,7655,208,765 一个* 5 / 1993 5 / 1993 5//19935 / 1993 Turnbull ........... G06Q 10/0875
特恩布尔。。。。。。。。。。。编号 G06Q 10/0875
705 / 29 705 / 29 705//29705 / 29
5 , 767 , 848 5 , 767 , 848 5,767,8485,767,848 A *   5 , 767 , 848 5 , 767 , 848 5,767,8485,767,848 一个* 6 / 1998 6 / 1998 6//19986 / 1998 Matsuzaki  松崎 ............ ~ G06Q 10 / 10 10 / 10 10//1010 / 10
............G06Q 10 / 10 10 / 10 10//1010 / 10 系列
715 / 752 715 / 752 715//752715 / 752
5 , 864 , 480 5 , 864 , 480 5,864,4805,864,480 A *   5 , 864 , 480 5 , 864 , 480 5,864,4805,864,480 一个* 1 / 1999 1 / 1999 1//19991 / 1999 Ladd .................... G06Q 99/00
拉德....................编号 G06Q 99/00
6 , 138 , 104 6 , 138 , 104 6,138,1046,138,104 A *   6 , 138 , 104 6 , 138 , 104 6,138,1046,138,104 一个* 10 / 2000 10 / 2000 10//200010 / 2000 Marchak ........ G06Q 10/063114
Marchak ........G06Q 10/063114
705 / 7.17 705 / 7.17 705//7.17705 / 7.17
6 , 327 , 551 6 , 327 , 551 6,327,5516,327,551 B1 *   6 , 327 , 551 6 , 327 , 551 6,327,5516,327,551 B1 * 12 / 2001 12 / 2001 12//200112 / 2001 Peterson ................. G06F 8/10
彼得森。。。。。。。。。。。。。。。。。G06F 8/10 系列
700 / 98 700 / 98 700//98700 / 98
5,208,765 A * 5//1993 Turnbull ........... G06Q 10/0875 705//29 5,767,848 A * 6//1998 Matsuzaki ............~ G06Q 10//10 715//752 5,864,480 A * 1//1999 Ladd .................... G06Q 99/00 6,138,104 A * 10//2000 Marchak ........ G06Q 10/063114 705//7.17 6,327,551 B1 * 12//2001 Peterson ................. G06F 8/10 700//98| $5,208,765$ A * | $5 / 1993$ | Turnbull ........... G06Q 10/0875 | | | | ---: | ---: | ---: | :--- | ---: | | $705 / 29$ | | | | | | $5,767,848$ A * | $6 / 1998$ | Matsuzaki | ............$~$ G06Q $10 / 10$ | | | $715 / 752$ | | | | | | $5,864,480$ A * | $1 / 1999$ | Ladd .................... G06Q 99/00 | | | | $6,138,104$ A * | $10 / 2000$ | Marchak ........ G06Q 10/063114 | | | | | | | | $705 / 7.17$ | | $6,327,551$ B1 * | $12 / 2001$ | Peterson ................. G06F 8/10 | | | | | | | | $700 / 98$ |
(Continued)  (续)
Primary Examiner - Brian S Cook
主考官 - Brian S Cook

(74) Attorney, Agent, or Firm - Yee & Associates, P.C.
(74) 律师、代理人或公司 - Yee & Associates, P.C.

Abstract  抽象

A method, apparatus, system, and computer program product for evaluating a maturity of a model for a product. A selected maturity state is determined by a computer system for the model for evaluation. A determination is made by the computer system as to whether the model meets a set of criteria for the selected maturity state and a confidence level for the selected maturity state. A model action is performed by the computer system using the model when the model meets the set of criteria for the selected maturity state and the confidence level for the selected maturity state.
用于评估产品模型成熟度的方法、装置、系统和计算机程序产品。选定的成熟度状态由模型的计算机系统确定,以便进行评估。计算机系统确定模型是否满足所选成熟度状态的一组标准和所选成熟度状态的置信度。当模型满足所选成熟度状态的一组标准和所选成熟度状态的置信度时,计算机系统使用该模型执行模型作。

Page 2  第 2 页
(56) References Cited  引用的参考文献 2004/0098154 A1 *  答 1 * 5/2004 McCarthy  麦卡锡 G06Q 10/06
U.S. PATENT DOCUMENTS  美国专利文件 700/97
2004/0098299 A1 *  答 1 * 5/2004 Ligon  利贡 G06Q 10/0639  编号 G06Q 10/0639
705/7.29
6,405,364 B1 * 6/2002 Bowman-Amuah  鲍曼-阿穆阿 G06Q 10/06 717/124 2005/0125272 A1 *  答 1 * 6/2005 Hostetler  霍斯特勒 G06F 8/77  G06F 8/77 号
705/7.21
6,493,693 B1 * 12/2002 Hill   G06Q 10/04 2006/0069540 A1 *  答 1 * 3/2006 Krutz  克鲁茨 G06Q 10/06
706/45 703/22
7,788,070 B2 *  B2 厅 * 8/2010 Grichnik  格里奇尼克 G06F 30/20  G06F 30/20 尾灯 2006/0229926 A1 *  答 1 * 10/2006 Homann  霍曼 G06Q 10/0639  编号 G06Q 10/0639
703/1 705/7.36
7,899,756 B2 *  B2 厅 * 3/2011 Rizzolo  里佐洛 G06Q 10/103  编号 G06Q 10/103 2008/0091492 A1 *  答 1 * 4/2008 Bowler  礼帽 G06Q 10/06393  编号: G06Q 10/06393
707/804 705/7.39
8,160,920 B2 *  B2 厅 * 4/2012 Gerke  格尔克 G06Q 10/0639  编号 G06Q 10/0639 2008/0313110 A1 *  答 1 * 12/2008 Kreamer  克雷默 G06Q 10/06
705/7.36 706/12
8,219,435 B2 *  B2 厅 * 7/2012 Frank  弗兰克 G06Q 10/06 2012/0215574 A1 *  答 1 * 8/2012 Driessnack  Driessnack 餐厅 G06Q 10/0639  编号 G06Q 10/0639
705/7.15 705/7.12
8,510,140 B2 *  B2 厅 * 8/2013 Bangs  刘海 G06Q 10/101  编号 G06Q 10/101 1/2013 Marrelli  马雷利 G06Q 10/00  G06Q 10/00 机芯
705/7.11 705/7.11
8,532,963 B2 9/2013 Bhandari et al.  Bhandari 等人。 2013/0304431 A1 *  答 1 * 11/2013 Kannegala  卡内加拉 G06Q 10/00  G06Q 10/00 机芯
2004/0015377 A1 *  答 1 * 1/2004 Hostetler  霍斯特勒 G06F 8/77  G06F 8/77 号 703/2
2018/0365357 A1 *  答 1 * 12/2018 James  詹姆斯 G06T 17/20
705/7.11 2020/0184119 A1 *  答 1 * 6/2020 Machalica  马查利卡 G06F 30/10  G06F 30/10 系列
2004/0044555 A1 *  答 1 * 3/2004 Bangs  刘海 G06Q 10/06393  编号: G06Q 10/06393
705/7.12 * cited by examiner
* 由 Examiner 引用
Page 2 (56) References Cited 2004/0098154 A1 * 5/2004 McCarthy G06Q 10/06 U.S. PATENT DOCUMENTS 700/97 2004/0098299 A1 * 5/2004 Ligon G06Q 10/0639 705/7.29 6,405,364 B1 * 6/2002 Bowman-Amuah G06Q 10/06 717/124 2005/0125272 A1 * 6/2005 Hostetler G06F 8/77 705/7.21 6,493,693 B1 * 12/2002 Hill G06Q 10/04 2006/0069540 A1 * 3/2006 Krutz G06Q 10/06 706/45 703/22 7,788,070 B2 * 8/2010 Grichnik G06F 30/20 2006/0229926 A1 * 10/2006 Homann G06Q 10/0639 703/1 705/7.36 7,899,756 B2 * 3/2011 Rizzolo G06Q 10/103 2008/0091492 A1 * 4/2008 Bowler G06Q 10/06393 707/804 705/7.39 8,160,920 B2 * 4/2012 Gerke G06Q 10/0639 2008/0313110 A1 * 12/2008 Kreamer G06Q 10/06 705/7.36 706/12 8,219,435 B2 * 7/2012 Frank G06Q 10/06 2012/0215574 A1 * 8/2012 Driessnack G06Q 10/0639 705/7.15 705/7.12 8,510,140 B2 * 8/2013 Bangs G06Q 10/101 1/2013 Marrelli G06Q 10/00 705/7.11 705/7.11 8,532,963 B2 9/2013 Bhandari et al. 2013/0304431 A1 * 11/2013 Kannegala G06Q 10/00 2004/0015377 A1 * 1/2004 Hostetler G06F 8/77 703/2 2018/0365357 A1 * 12/2018 James G06T 17/20 705/7.11 2020/0184119 A1 * 6/2020 Machalica G06F 30/10 2004/0044555 A1 * 3/2004 Bangs G06Q 10/06393 705/7.12 * cited by examiner | Page 2 | | | | | | | | | | | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | (56) | References Cited | | | | 2004/0098154 | | A1 * | 5/2004 | McCarthy | G06Q 10/06 | | | U.S. PATENT DOCUMENTS | | | | | | | | | 700/97 | | | | | | | | 2004/0098299 | A1 * | 5/2004 | Ligon | G06Q 10/0639 | | | | | | | | | | | | 705/7.29 | | 6,405,364 | B1 * | 6/2002 | Bowman-Amuah | G06Q 10/06 717/124 | | 2005/0125272 | A1 * | 6/2005 | Hostetler | G06F 8/77 | | | | | | | | | | | | 705/7.21 | | 6,493,693 | B1 * | 12/2002 | Hill | G06Q 10/04 | | 2006/0069540 | A1 * | 3/2006 | Krutz | G06Q 10/06 | | | | | | 706/45 | | | | | | 703/22 | | 7,788,070 | B2 * | 8/2010 | Grichnik | G06F 30/20 | | 2006/0229926 | A1 * | 10/2006 | Homann | G06Q 10/0639 | | | | | | 703/1 | | | | | | 705/7.36 | | 7,899,756 | B2 * | 3/2011 | Rizzolo | G06Q 10/103 | | 2008/0091492 | A1 * | 4/2008 | Bowler | G06Q 10/06393 | | | | | | 707/804 | | | | | | 705/7.39 | | 8,160,920 | B2 * | 4/2012 | Gerke | G06Q 10/0639 | | 2008/0313110 | A1 * | 12/2008 | Kreamer | G06Q 10/06 | | | | | | 705/7.36 | | | | | | 706/12 | | 8,219,435 | B2 * | 7/2012 | Frank | G06Q 10/06 | | 2012/0215574 | A1 * | 8/2012 | Driessnack | G06Q 10/0639 | | | | | | 705/7.15 | | | | | | 705/7.12 | | 8,510,140 | B2 * | 8/2013 | Bangs | G06Q 10/101 | | | | 1/2013 | Marrelli | G06Q 10/00 | | | | | | 705/7.11 | | | | | | 705/7.11 | | 8,532,963 | B2 | 9/2013 | Bhandari et al. | | 2013/0304431 | | A1 * | 11/2013 | Kannegala | G06Q 10/00 | | 2004/0015377 | A1 * | 1/2004 | Hostetler | G06F 8/77 | | | | | | 703/2 | | | | | | | | 2018/0365357 | A1 * | 12/2018 | James | G06T 17/20 | | | | | | 705/7.11 | | 2020/0184119 | A1 * | 6/2020 | Machalica | G06F 30/10 | | 2004/0044555 | A1 * | 3/2004 | Bangs | G06Q 10/06393 | | | | | | | | | | | | 705/7.12 | | * cited by examiner | | | | |