throbber
Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 1 of 121 PageID #: 496
`Case 6‘”"’”'°°799'JRG ”°"””‘e“‘ 2“ lllllllllllllllllllllllllfllllllllllflllllllll |l|l|l|||1lllIlll|llll1|||“%
`
`US007124646B2
`
`(12) United States Patent
`Henry et al.
`
`(10) Patent No.:
`(45) Date of Patent:
`
`US 7,124,646 B2
`Oct. 24, 2006
`
`(54) CORRECTING FOR TWO-PHASE FLOW IN
`A DIGITAL FLOWMETER
`
`(75)
`
`Inventors: Manus P. Henry, Oxford (GB); Maria
`Jesus De La Fuente, Valladolid (ES)
`Invensys Systems, Inc., Foxboro, MA
`US
`(
`)
`-
`-
`-
`-
`Subject to any disclaimer, the term of this
`patent is extended or adjusted under 35
`U.S.C. 154(b) by 0 days.
`
`(73) Assignee:
`
`-
`( * ) Notice:
`
`(56)
`
`............................................... .. 73/861.356
`(52) U.S. Cl.
`(58) Field of Classification Search ......... .. 73/861.356,
`73/861.357, 861.358; 702/45
`See application file for complete search history.
`References Cited
`Us. PATENT DOCUMENTS
`3,956,682 A
`5/1976 Van Dyck
`RE29,383 E
`9/1977 G 11
`'
`4 358 822 A
`“/1982 S:nca1:I;et a
`R’E31:450 E
`“/1983 Smith
`
`1.
`
`(21) Appl. No.: 11/207,876
`
`(Continued)
`FOREIGN PATENT DOCUMENTS
`
`(65)
`
`Prior Publication Data
`
`US 2005/0284237 A1
`
`Dec. 29, 2005
`
`(Continued)
`
`OTHER PUBLICATIONS
`
`Related U_S_ Application Data
`(63) Continuation-in-part of application No. 11/130,233,
`filed on May 17, 2005, and a continuation of appli-
`cation No. 10/831,228,. filed on Apr. 26, 2004, now
`Pat‘. No. 6,981,424, which is a continuation of appli-
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`Pat. No. 6,917,887, which is a continuation of appli-
`cation No. 10/339,623, filed on Jan. 10, 2003, now
`P31 NO~ 5,758,102, Which is 3 cOhfihuafiOh Of 3131311‘
`ca1iOh NO~ 09/931,057, 111cd Oh Aug 17: 2001: hOW
`P31 NO~ 5,754,594, Which is 3 cOhfihuafiOh Of aPP1i'
`ca1iOh NO~ 09/815,273, 111cd Oh M31 23, 2001, hOW
`Pat NO 5505519, ahd 3 cOhfihuafiOh Of aPP1icafiOh
`NO 09/715,544, 111cd Oh NOV~ 21, 2000, hOW ahah'
`dchcda Which is 3 cOhfih11afiOh Of aPP1icafiOh NO~
`09/ 111,739, 111cd Oh -1111 8, 1998, hOW Pat NO
`6,311,135
`(60) Provisional application NO. 60/191,465, filed on Map
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`filed Op NOV. 26, 1997.
`Int. Cl.
`G01F 1/84
`
`(2006.01)
`
`(51)
`
`Dfeg1ar10,1\;lI0seph; “TrpeUM_2:s:-1F120w M§(2;:§u:e2r(I)1erit9”§4Fundamenta1s
`0
`ow easuremen,
`ni
`- ;pp.
`-
`;
`.
`.
`(commued)
`Primary Examl~ne,,iJeWe1V. Thompson
`(74) Attorney] Agent] or Firmipish & Richardson RC.
`
`(57)
`
`ABSTRACT
`
`A flowmeter is disclosed. The flowmeter includes a vibrat-
`able conduit, and a driver connected to the conduit that is
`operable to impart motion to the conduit. A sensor is
`connected to the conduit and is operable to sense the motion
`of the conduit and generate a sensor signal. A controller is
`connected to receive the sensor signal. The controller is
`operable to detect a single-phase flow condition and process
`the sensor signal usinga first process during the single-phase
`flow condition to generate a validated mass-flow measure-
`ment. The. controller is also operable to detect ‘a two-phase
`flow condition and process the sensor signal using a second
`procdests ((11uring 111116 two-phase flov: condition to generate the
`vai a e mass- ow measuremen.
`
`19 Claims, 84 Drawing Sheets
`
`Massflow
`Measurement
`
`105
`
`100
`
`Digital
`
`Controller
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 2 of 121 PageID #: 497
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 2 of 121 Page|D #: 497
`
`US 7,124,646 B2
`Page 2
`
`......... .. 73/861.356
`
`1/2003 Henry et a1.
`1/2003 He
`et al.
`4/2003 Zu:lr<:rwar et al.
`5/2003 Dutton et al.
`7/2004 Hemy et al.
`3/2002 Dutton et al.
`3/2002 Henry et al.
`9/2002 Maginnis
`3/2006 Logue et al.
`
`......... N 73/861.356
`
`............... .. 702/45
`
`6,505,519 B1*
`6,507,791 B1
`6,551,251 B1
`6,564,619 B1
`6,758,102 131*
`2002/0033043 A1
`2002/0038186 A1
`2002/0133307 A1
`2006/0058971 A1 *
`
`U.S. PATENT DOCUMENTS
`
`4,419,898
`4,422,338
`4,470,294
`4,491,025
`4,688,418
`4,727,745
`4,757,390
`4,773,257
`4,732,711
`
`4,817,448
`
`4,852,395
`
`>>>>>>>D>>>D>>>>>>>>D>>>>>>>>D>>>D>D>>D>D>>D>D>D>D>D>D>D>D>D>>D>D>>D>D>>D>D>>D>D>D>D>
`
`4,891,991
`4,895,030
`4,911,006
`4,911,020
`4’934’195
`4,934,196
`4 996 871
`’
`’
`5’027’662
`5’029’482
`5,050,439
`5’052’231
`5’054’313
`5’054’326
`5,218,869
`5,228,327
`5,259,250
`5’271’281
`5,295,084
`5,301,557
`5,343,764
`5,347,874
`5 400 653
`5’429’002
`5’469’748
`5’497’665
`5’497’666
`515351632
`5,555,190
`5,570,300
`5,578,764
`5,594,180
`5’648’616
`5’654’5-02
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`5,732,193
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`5,774,378
`5,804,741
`5 877 954
`5,926,096
`5,969,264
`6’073’495
`6’092’429
`6,185,470 B1
`6301973 B1
`6,309,342 B1
`6’311’136 B1
`6’318’156 B1
`6,318,186 B1
`6,327,914 B1
`6,505,131 B1
`
`12/1983 Zanker 0101,
`12/ 1983 Smith
`9/1984 Hamel ...................... .. 73/32 A
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`
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`3/1990 Thompson
`6/1990 Hussain
`6/1990 Romano
`3/1991 Romano
`.
`7/1991 Tlflow et 31'
`7/1991 Liu et 31'
`9/1991 Thompson
`10/1991 Christ et 31'
`10/1991 Fitzgerald et 31'
`10/1991 Mattar
`6/1993 Pumrner
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`11/1993 Kolpak
`12/1993 Mattar et 31'
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`4/1994 Cage et al.
`9/1994 Mattar et al.
`9/1994 K 1
`t
`tal.
`3/1995 K:1:t:§e
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`
`3/1996
`
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`.
`
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`“
`.
`.
`31$’iiifiaieifiiffrfiifo5’,fhZ§§°f;?§3E§Zl’cS Iéliiiiiy
`ASME Fluid Engineering Division Publication FED vol 17 pp,
`’
`'
`’
`'
`75-84’ 1984'
`J. Hemp et al.; “On the Theory and Performance of Coriolis Mass
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`pages, London Feb 1989
`’
`’
`Henry M P ‘“,Intelligent’ l3ehaviour For Self-Validating Sensors”
`5
`Advarices. Iii Measurement pp 1-7 date unknown
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`En -
`’
`-' " 42 6
`81_86 1995
`’
`gmeenng’ ,,
`(
`)’ pp‘
`.
`.
`(
`)'
`.
`,,
`.
`He;inr(y, M.I;.,E Sensor_ValiIdation1 a;1d6Fie1db1;s63,
`Computing
`H:
`Onli/IIOP Zflgierlgi Nlgii/1aA iogfchpto Sensor Validation”
`my’
`' "
`"
`pp
`’
`Improved Analyser Performance, IMC, Mar. 17, 1992.
`,,
`.
`_
`.
`.
`.
`.
`.
`_
`§:rt1:y,,, I2/f)P.,():tera]li.‘,eWA1§e9:l9f Validating Digital Coriolis Mass flow
`’
`C,
`'
`-
`-
`Henry, M.P., et al., A Standard Interface. For Self-Validating
`Sensors”, Report No. QUEL 1884/91, University of Oxford, Depart-
`IIrII1:nt 0fl\TIPglI<:e2Ilng"Sfle:I€Pr§:I<:ssir?91Data Handlin and Com-
`muIr11IiIc],ationsI The Case Ifblr Measuremegnt Validation” lglar 1992
`He
`M P . et al
`“The Im lications Of Di
`ital Communications
`V1-,1 1"
`” R pr: N
`UEL 1912/92 U '
`'
`f
`3‘ fefisg 3‘ amt“ ’fEep‘.’
`.°' % .
`A
`1’99§‘VerS"y °
`H: °r TM Sp et ,f“,,¥he Islilrfl-e\:Ili1dgatirc1leIS::fsofrI{ationa1e Defini-
`. my’
`d‘ 15
`‘1’
`,, C
`1 E
`. g .
`P‘
`.
`1
`4
`gi§r51s671(r)1 199x3amp es ,
`ontro
`ngineering
`ractice,
`(
`), pp.
`Liu-RP, et all “A Neural Network to Correct Mass Flow Errors
`Caiised b, TWo.,Phase Flow in a Di
`ital Coriolis Mass Flow Meter”
`E
`.
`Y
`S .
`D
`E) f d U .
`.
`F1
`-
`Lnggeegng t clleniif epéfffn:13’ k’;°r
`nlllvfrsitjyfi
`(1)0V
`l\/I1<=:1sfai,rem,ef1:ts’IT .Flov:ul\I/l1easu:erI(1)<:nt arIIiIIrI)rl1sctruri)1entafi1:r(In:Icol
`’
`'
`pp 3543 1999’
`’
`'
`-
`’
`'
`,
`-
`-
`-
`-
`-
`Merriam-Webster s Collegiate Dictionary, Tenth Edition, 1998, p.
`747.
`-
`.,
`-
`II:1<:;iIr1rt1:rti1(r)1I,1,.I.,pIl)<=5\;<e91oA1‘)5I21ents in Tow-Phase Mass Flow Rate Instru.
`Skea A.F., “Elfects of Cas Leaks in Oil Flow on Single-Phase
`Flowineters” Flow Measurement and Instrumentation vol 10
`’
`’
`'
`’pp'
`“Mass Flowmeters ” Industries Flow Measure-
`S4i6t-zleio
`Hint éhapter 12"pp 197_210 1990’
`Wood et al. “A ,Phase-Locked Loop for Driving Vibrating Tube
`D
`',
`ters,” Rev Sci
`Instrum vol 60 No 3 Mar 1989
`453115376
`’
`'
`"
`'
`’
`'
`’
`'
`'
`’ pp‘
`-
`'
`* cited by examiner
`
`'
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 3 of 121 PageID #: 498
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 3 of 121 Page|D #: 498
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 1 of 84
`
`US 7,124,646 B2
`
`Massflow
`
`Measurement
`
`100
`
`105
`
`Digital
`Controller
`
`120
`
`F|G.1
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 4 of 121 PageID #: 499
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 4 of 121 Page|D #: 499
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 2 of 84
`
`US 7,124,646 B2
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 5 of 121 PageID #: 500
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 5 of 121 Page|D #: 500
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 3 of 84
`
`US 7,124,646 B2
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 6 of 121 PageID #: 501
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 6 of 121 Page|D #: 501
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 4 of 84
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`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 7 of 121 PageID #: 502
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 7 of 121 Page|D #: 502
`
`U.S. Patent
`
`Oct. 24, 2006
`
`Sheet 5 of 84
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`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 8 of 121 PageID #: 503
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 8 of 121 PagelD #: 503
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 6 of 84
`
`US 7,124,646 B2
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`500
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 9 of 121 PageID #: 504
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 9 of 121 Page|D #: 504
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 7 of 84
`
`US 7,124,646 B2
`
`600
`
`/V
`
`605
`
`610
`
`615
`
`
`
`Determine/Eliminate
`
`Collect
`
`Data
`
`Determine
`
`Frequency
`
`Offset
`
`
`
`
`
`Determine
`
`Amplitude
`
`Determine
`
`Phase
`
`
`
`
`
`
`Generate Drive
`
`Signal
`
`Generate
`
`Measurements
`
`620
`
`625
`
`630
`
`635
`
`
`
`F|G.6
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 10 of 121 PageID #: 505
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 10 of 121 Page|D #: 505
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 8 of 84
`
`US 7,124,646 B2
`
`
`
`start_samp|e_S1
`
`51- in
`
`Voltage
`
`
`—-I I-
`
`
`
`
`start_offset_S1
`
`
`
`
`start_offset_S2
`
`Voltage
`
` r4
`
`
`Time
`
`start_samp|e_S2
`
`F|G.7B
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 11 of 121 PageID #: 506
`Case 6:12—cv—0O799—JRG Document 25-1 Filed 01/31/13 Page 11 of 121 Page|D #: 506
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 9 of 84
`
`US 7,124,646 B2
`
`0.12
`
`0.1
`
`Square of
`Sensor Voltage
`(v.V)
`
`°'°8
`
`0.06
`
`0.04
`
`0.02
`
`0
`
`0
`
`3 x 10-‘
`
`2.5
`
`2
`
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`
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`
`0.5
`
`0
`
`Square of
`Sensor Voltage
`(V'V)
`
`0.005
`
`0.01
`
`0.015
`
`0.02
`
`0.025
`
`0.03
`
`Tirne(s)
`
`FIG. 8A
`
`-0.5
`0.0121
`
`0.0121
`
`0.0122
`
`0.0122
`
`0.0123
`
`0.0123
`
`Time(s)
`
`F|G.8B
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 12 of 121 PageID #: 507
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 12 of 121 PagelD #: 507
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 10 of 84
`
`US 7,124,646 B2
`
`905
`
`Initialize Variables
`
`910
`
`_
`_
`Estimate end_point
`
`Determine # of Points
`for Curve Fitting
`
`iteration_count = O
`
`915
`
`920
`
`92
`
`5
`
`900
`
`/V
`
`iteration_count = iteration_count + 1
`
`930
`
`935
`
`Select step length
`
`ep_int = int end_point + 0.5)
`
`Fill 2 Array
`
`Smooth z[k-1], z[k], z[l<+1]
`
`
`
`940
`
`945
`
`950
`
`95
`
`5
`
`
`
`Fit Quadratic
`
`Calculate 2* & x*
`
`iteration_count<3
`
`975
`
`Calculate Frequency
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 13 of 121 PageID #: 508
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 13 of 121 Page|D #: 508
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 11 of 84
`
`US 7,124,646 B2
`
`1005
`
`
`
`f1:
`f2IlT1I
`for d1, d2
`
`811112
`
`1000
`
`/V
`
`1010
`
`1015
`
`Determine
`
`f2m1.
`
`f1m2
`
`Determine Start and
`
`End Of dtmz. d2m1
`
`
`
`
`
`
`1020
`
`Determine Phase,
`
`Amplitude for d1 and
`02m. and Phase
`Difference
`
`
`
`
`1025
`
`1030
`
`Repeat for
`
`d2. d1m2
`
`Generate Averages
`of Amplitude 8
`Phase Differences
`
`F|G.10
`
`

`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 14 of 121 PageID #: 5099O5
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 16 of 121 PageID #: 511
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 16 of 121 Page|D #: 511
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`U.S. Patent
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`Oct. 24,2006
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`Sheet 14 of 84
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`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 17 of 121 PageID #: 512
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 17 of 121 Page|D #: 512
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 15 of 84
`
`US 7,124,646 B2
`
`1405
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`Estimate Nominal
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`Operating Frequency
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`1410
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 18 of 121 PageID #: 513
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 18 of 121 PagelD #: 513
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 16 of 84
`
`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 19 of 121 PageID #: 514
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 19 of 121 Page|D #: 514
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 17 of 84
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`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 20 of 121 PageID #: 515
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 20 of 121 Page|D #: 515
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 18 of 84
`
`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 21 of 121 PageID #: 516
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 21 of 121 Page|D #: 516
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 19 of 84
`
`US 7,124,646 B2
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`X 10-6
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 22 of 121 PageID #: 517
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 22 of 121 Page|D #: 517
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 20 of 84
`
`US 7,124,646 B2
`
`3.045
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 23 of 121 PageID #: 518
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 23 of 121 Page|D #: 518
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`U.S. Patent
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`Oct. 24,2006
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`Sheet 21 of 84
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`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 24 of 121 PageID #: 519
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 24 of 121 Page|D #: 519
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`U.S. Patent
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`Oct. 24,2006
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`Sheet 22 of 84
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`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 25 of 121 PageID #: 520
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 25 of 121 PagelD #: 520
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 23 of 84
`
`US 7,124,646 B2
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` 2210
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`Every 10,000 Cycles:
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 26 of 121 PageID #: 521
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 26 of 121 Page|D #: 521
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`U.S. Patent
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`Oct. 24,2006
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 27 of 121 PageID #: 522
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 27 of 121 Page|D #: 522
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`U.S. Patent
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`Oct. 24,2006
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`Sheet 25 of 84
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`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 28 of 121 PageID #: 523
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 28 of 121 PagelD #: 523
`
`U.S. Patent
`
`Oct. 24,2006
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`Sheet 26 of 84
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`US 7,124,646 B2
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 29 of 121 PageID #: 524
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 29 of 121 Page|D #: 524
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 27 of 84
`
`US 7,124,646 B2
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`2600
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 30 of 121 PageID #: 525
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 30 of 121 Page|D #: 525
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 28 of 84
`
`US 7,124,646 B2
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`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 51 of 121 PageID #: 546
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 51 of 121 Page|D #: 546
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 49 of 84
`
`US 7,124,646 B2
`
`0':In
`C’..- 1020 1.000
`
`.:5.841e-01
`
`Time—’based25.655e-01Corr
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`Founer5546e—01
`
`time(s)
`
`FIG.36L
`
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`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 52 of 121 PageID #: 547
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 52 of 121 Page|D #: 547
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 50 of 84
`
`US 7,124,646 B2
`
`4
`
`4
`
`-
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`J
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`-1
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`100
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`140
`120
`FIG. 37A
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`FIG. 37B
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`
`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 53 of 121 PageID #: 548
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 53 of 121 Page|D #: 548
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 51 of 84
`
`US 7,124,646 B2
`
`0
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`FIG 37D
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`Case 6:12-cv-00799-JRG Document 25-1 Filed 01/31/13 Page 54 of 121 PageID #: 549
`Case 6:12—cv—OO799—JRG Document 25-1 Filed 01/31/13 Page 54 of 121 Page|D #: 549
`
`U.S. Patent
`
`Oct. 24,2006
`
`Sheet 52 of 84
`
`US 7,124,646 B2
`
`82.2
`
`mean = 81.9542. std = 0.0173229
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`
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`

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