throbber
UNITED STATES PATENT AND TRADEMARK OFFICE
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`BEFORE THE PATENT TRIAL AND APPEAL BOARD
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`Caterpillar Inc.
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`Petitioner
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`v.
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`Wirtgen Gmbh.
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`Patent Owner
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`
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`Case IPR2022-01264
`Patent No. 9,879,390
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`
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`EXPERT DECLARATION OF WILLIAM SINGHOSE IN SUPPORT OF
`PETITION FOR INTER PARTES REVIEW
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`CATERPILLAR EXHIBIT 1006
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`Page 1 of 162
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`Declaration of William Singhose
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`TABLE OF CONTENTS
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`I.
`INTRODUCTION AND SUMMARY OF OPINIONS .................................. 1
`SUMMARY OF OPINIONS ........................................................................... 1
`II.
`III. BACKGROUND AND QUALIFICATIONS ................................................. 2
`IV. MATERIALS CONSIDERED ........................................................................ 7
`V.
`LEGAL STANDARDS ................................................................................... 7
`A.
`Claim Construction ............................................................................... 7
`B.
`Level of Ordinary Skill ......................................................................... 8
`C. Obviousness ........................................................................................... 9
`VI. THE ’390 PATENT ....................................................................................... 11
`A. Overview of the ’390 Patent ................................................................ 11
`B.
`Prosecution History ............................................................................. 15
`VII. CLAIM CONSTRUCTION .......................................................................... 17
`VIII. ANALYSIS OF PETITION GROUNDS ...................................................... 18
`A. GROUND 1: Claims 1-6, 8-17, and 19-22 Are Obvious over
`OMM and Samuelson .......................................................................... 18
`1.
`Summary of PM-465 OMM ...................................................... 18
`a.
`Technical Disclosure ...................................................... 18
`b.
`OMM is a Publicly Accessible Printed Publication ........ 27
`Summary of Samuelson ............................................................ 27
`Rationale for Implementing Sensor-integrated Cylinders
`Like Samuelson’s on the PM-465 Machine Described in
`OMM ......................................................................................... 30
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`2.
`3.
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`i
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`Declaration of William Singhose
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`a. Motivations to Use Sensor-integrated Cylinders on
`Side Plates ....................................................................... 32
`b. Motivations to Use Sensor-integrated Cylinders on
`the Moldboard ................................................................. 45
`c. Motivations to Use Sensor-integrated Cylinders
`Inside the PM-465’s Legs ............................................... 48
`Claim-by-Claim Analysis ......................................................... 60
`a.
`Independent Claim 1 ....................................................... 60
`i.
`[1pre]: “A self-propelled
`road milling
`machine, comprising:” ......................................... 60
`[1a]: “a machine frame;” ...................................... 61
`[1b]: “at least two front ground engaging
`supports, and at least one rear ground
`engaging support;” ............................................... 61
`[1c]: “front and
`rear
`lifting columns
`supporting
`the frame from
`the ground
`engaging supports;” .............................................. 62
`[1d]: “a milling roller supported from the
`frame for treatment of a ground surface;” ............ 64
`[1e]: “a height adjustable stripping plate
`arranged behind
`the milling roller and
`operable to be lowered, during operation, into
`a milling track generated by the milling
`roller;” .................................................................. 65
`[1f]: “first and second height adjustable side
`plates arranged on opposite sides of the
`milling roller; and” ............................................... 70
`[1g]: “a plurality of position sensors, each of
`the first and second side plates including at
`least two of the position sensors spaced apart
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`ii.
`iii.
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`iv.
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`v.
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`vi.
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`vii.
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`viii.
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`ii
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`in a traveling direction of the milling
`machine, wherein each position sensor
`generates position
`signals
`representing
`changes in position for a respective side
`plate.” ................................................................... 72
`Claim 2: “The self-propelled road milling machine
`of claim 1, further comprising a controller operably
`associated with the position sensors and configured
`to measure, based at least in part on the position
`signals from the position sensors, displacement of
`the side plates with respect to the machine frame.” ....... 77
`Claim 3: “The self-propelled road milling machine
`of claim 2, wherein the plurality of position sensors
`are integrated with hydraulic piston/cylinder units
`for lifting or lowering the respective side plates.” ......... 78
`Claim 4: “The self-propelled road milling machine
`of claim 2, wherein the controller is configured to
`control the milling depth of the milling roller by
`generating control signals to vertically adjust one or
`more of the lifting columns.” .......................................... 79
`Claim 5: “The self-propelled road milling machine
`of claim 1, wherein the stripping plate comprises
`one or more position sensors configured to generate
`position signals representing changes in position for
`the stripping plate.” ......................................................... 80
`Claim 6: “The self-propelled road milling machine
`of claim 5, wherein the stripping plate further
`comprises one or more piston/cylinder units
`integrating the one or more position sensors.” ............... 82
`Claim 8: “The self-propelled road milling machine
`of claim 1, wherein each of the lifting columns
`includes an integrated position sensor configured to
`directly detect a lifted condition of its associated
`lifting column.” ............................................................... 83
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`iii
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`b.
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`c.
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`d.
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`e.
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`f.
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`g.
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`h.
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`i.
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`Declaration of William Singhose
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`Claim 9: “The self-propelled road milling machine
`of claim 8, further comprising a controller
`configured to automatically control the lifted
`condition of at least one of the lifting columns to
`establish a predetermined inclination front to rear of
`the machine frame.” ........................................................ 87
`Claim 10: “The self-propelled road milling machine
`of claim 9, wherein the predetermined inclination
`comprises the machine frame being parallel to the
`ground surface or a milling track.” ................................. 91
`Claim 11: “The self-propelled road milling machine
`of claim 9, wherein the predetermined inclination
`comprises the machine frame being parallel to a
`horizontal plane.” ............................................................ 91
`Claim 12: “The self-propelled road milling machine
`of claim 8, further comprising a controller
`configured to automatically control the lifted
`condition of at least one of the lifting columns.” ........... 92
`Independent Claim 13 ..................................................... 92
`i.
`[13pre]: “A self-propelled road milling
`machine, comprising:” ......................................... 93
`[13a] “a machine frame;” ..................................... 93
`[13b] “at least two front ground engaging
`supports, and at least one rear ground
`engaging support;” ............................................... 93
`[13c1] “front and rear
`lifting columns
`supporting
`the frame from
`the ground
`engaging supports,” .............................................. 93
`[13c2] “wherein each of the front and rear
`lifting columns comprise a hydraulic
`piston/cylinder unit having an integrated
`position sensor configured
`to generate
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`ii.
`iii.
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`iv.
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`v.
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`iv
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`n.
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`vi.
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`vii.
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`ix.
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`x.
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`viii.
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`position signals representing a lifted position
`of the respective lifting column;” ......................... 93
`[13d] “a milling roller supported from the
`frame for treatment of a ground surface;” ............ 94
`[13e] “a height adjustable stripping plate
`arranged behind
`the milling roller and
`operable to be lowered, during operation, into
`a milling track generated by the milling
`roller; and” ............................................................ 94
`[13f1] “first and second height adjustable
`side plates arranged on opposite sides of the
`milling roller” ....................................................... 94
`[13f2] “wherein at least one of the side plates
`comprises
`first and
`second hydraulic
`piston/cylinder units spaced apart
`in a
`traveling direction of the milling machine,” ........ 95
`[13f3] “each piston/cylinder unit having an
`integrated position sensor configured to
`generate position
`signals
`representing
`changes in position for the respective at least
`one side plate.” ..................................................... 95
`m. Claim 14: “The self-propelled road milling machine
`of claim 13, further comprising a controller
`operably associated with the position sensors and
`configured to determine displacement of the at least
`one of the first and second side plates with respect
`to the machine frame, based at least in part on the
`generated position signals from one or more of the
`position sensors.” ............................................................ 96
`Claim 15: “The self-propelled road milling machine
`of claim 14, wherein the controller is configured to
`control the milling depth of the milling roller by
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`p.
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`q.
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`o.
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`generating control signals to vertically adjust one or
`more of the lifting columns.” .......................................... 97
`Claim 16: “The self-propelled road milling machine
`of claim 13, wherein the stripping plate comprises
`one or more position sensors configured to generate
`position signals representing changes in position for
`the stripping plate.” ......................................................... 97
`Claim 17: “The self-propelled road milling machine
`of claim 16, wherein the stripping plate further
`comprises one or more piston/cylinder units
`integrating the one or more position sensors.” ............... 97
`Claim 19: “The self-propelled road milling machine
`of claim 13, further comprising a controller
`configured to automatically control the lifted
`condition of at least one of the lifting columns to
`establish a predetermined inclination front to rear of
`the machine frame.” ........................................................ 98
`Claim 20: “The self-propelled road milling machine
`of claim 19, wherein the predetermined inclination
`comprises the machine frame being parallel to the
`ground surface or a milling track.” ................................. 98
`Claim 21: “The self-propelled road milling machine
`of claim 19, wherein the predetermined inclination
`comprises the machine frame being parallel to a
`horizontal plane.” ............................................................ 98
`Claim 22: “The self-propelled road milling machine
`of claim 13, further comprising a controller
`configured to automatically control the lifted
`condition of at least one of the lifting columns.” ........... 99
`B. GROUND 2: Claims 7 and 18 Are Obvious over OMM,
`Samuelson, and Zarniko ...................................................................... 99
`1.
`Summary of U.S. Patent No. 4,943,119 to Zarniko ................100
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`r.
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`t.
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`2.
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`3.
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`Rationale for Combining OMM and Samuelson with
`Zarniko ....................................................................................102
`Claim-by-Claim Analysis .......................................................104
`a.
`Claim 7: “The self-propelled road milling machine
`of claim 5, further comprising a controller
`configured to determine a relative displacement
`between one or more of the side plates and the
`stripping plate based on generated position signals
`from their respective position sensors.” .......................104
`Claim 18: “The self-propelled road milling machine
`of claim 16, further comprising a controller
`configured to determine a relative displacement
`between one or more of the side plates and the
`stripping plate based on generated position signals
`from their respective position sensors.” .......................106
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`b.
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`Declaration of William Singhose
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`I.
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`1.
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`INTRODUCTION AND SUMMARY OF OPINIONS
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`I, William Singhose, have been retained as an independent expert by
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`Caterpillar Inc. (“Petitioner” or “Caterpillar”) in connection with an inter
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`partes review of U.S. Patent No. 9,879,390 (the “’390 patent”) (Ex. 1001). I
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`have prepared this declaration in connection with Caterpillar’s Petition for
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`Inter Partes Review.
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`2.
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`Specifically, this document contains my opinions about the technology
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`claimed in claims 1-22 of the ’390 patent (the “Challenged Claims”) and the
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`grounds against these claims that have been asserted by Caterpillar. I was
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`not asked to provide any opinions that are not expressed herein.
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`II.
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`3.
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`SUMMARY OF OPINIONS
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`This declaration considers the Challenged Claims of the ’390 patent. Below,
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`I set forth the opinions I have formed, the conclusions I have reached, and
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`the bases for these opinions and conclusions. I believe the statements
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`contained in this declaration to be true and correct to the best of my
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`knowledge.
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`4.
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`Based on my experience, knowledge of the art at the time of the applicable
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`priority date, analysis of Petitioner’s asserted grounds and references, and
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`the understanding a person of ordinary skill in the art would have had of the
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`claims in light of the specification as of the applicable priority date, it is my
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`opinion that the Challenged Claims of the ’390 patent would have been
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`obvious over the asserted grounds.
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`5.
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`I am being compensated for my time at the rate of $700 per hour. This
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`compensation is in no way contingent upon the nature of my findings, the
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`presentation of my findings in testimony, or the outcome of this proceeding.
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`III. BACKGROUND AND QUALIFICATIONS
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`6.
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`I believe that I am well qualified to serve as a technical expert in this matter
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`based upon my educational and work experience.
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`7.
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`8.
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`A copy of my curriculum vitae is attached as Appendix A to this declaration.
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`I am a Professor of Mechanical Engineering at the Georgia Institute of
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`Technology (“Georgia Tech”). I received a B.S. in Mechanical Engineering
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`from the Massachusetts Institute of Technology (“MIT”) in 1990. I then
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`received an M.S. in Mechanical Engineering from Stanford University in
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`1992. Finally, I received a Ph.D. in Mechanical Engineering from MIT in
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`1997. After receiving my Ph.D., I was a postdoctoral researcher at MIT
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`before becoming a professor at Georgia Tech in 1998.
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`9.
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`Based on my work experience, described in my curriculum vitae and in more
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`detail below, I am knowledgeable about the subject matter of the ’390
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`patent, and the related prior art. Specifically, my qualifications as an expert
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`in the fields of heavy machinery, automation, control systems, and product
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`design stem from my prior industry work experience, as well as my
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`experience as a Professor in the Woodruff School of Mechanical
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`Engineering at Georgia Tech performing research, teaching, and consulting.
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`I have several patents and dozens of publications that are directed toward
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`understanding and improving heavy machinery, including their sensors and
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`control systems.
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`10.
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`In my current position at Georgia Tech, I teach courses in mechanical
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`design, system dynamics, controls, and rehabilitation engineering. I also lead
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`teams of professors, post-docs, graduate students, and undergraduate
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`students that conduct research in mechanical design, dynamics, controls,
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`automation, robotics, spacecraft, human-machine interfaces, and
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`rehabilitation engineering. During my more than 20 years at Georgia Tech, I
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`have also had visiting appointments at MIT, Stanford, the Polytechnic
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`University of Madrid, and the Tokyo Institute of Technology.
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`11. Throughout my upbringing, I was exposed to a wide range of construction
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`equipment and heavy machinery. My mother was a truck driver and my
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`father was an operator of many types of heavy machinery. Our family owned
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`log trucks, road graders, excavators, bulldozers, front-end loaders, truck-
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`mounted hoists, and tractors. I worked in road construction for more than
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`two years at my family-owned road-construction company. I operated many
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`types of road construction equipment, including paving machines, dump
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`trucks, steam rollers, and compactors.
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`12.
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`I also worked one summer as a lab technician at Riverside Cement
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`Company. My job responsibilities there included preparing various types of
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`concrete mixtures and testing their mechanical properties under various
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`conditions and over extended periods of time. These activities required me
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`to operate forklifts, cement pumps, sand sifters, flat-bed trucks, climatic test
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`chambers, and compression testing machines.
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`13. Regarding the road-milling machines of concern in this matter, I have
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`observed, inspected, and worked alongside such machines many times.
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`During road construction, I worked in conjunction with road-milling
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`machines wherein I had the opportunity to observe them closely in operation
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`and understand their functions. Since that time, have observed, inspected,
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`and analyzed road-milling machines on many additional occasions.
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`14. Throughout my engineering career, I have worked with heavy machinery
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`and large automated systems. Before starting my teaching career at Georgia
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`Tech, I worked as a full-time mechanical engineer for several companies,
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`including Walt Disney World, Apple Computers, Inc., and Convolve, Inc.
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`15.
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`In my role at Walt Disney World, I designed and developed a number of
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`structures and components for the parks’ rides, including operational control
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`procedures for the Body Wars simulators. These simulators were rooms that
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`held about 40 people at a time. The entire rooms, and the guests seated
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`within, were automatically moved up, down, and side-to-side through a
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`series of preprogrammed motions using six large linear hydraulic cylinders.
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`The machines were equipped with numerous sensors that accurately
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`measured the cylinder positions and enabled accurate feedback control of the
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`structure.
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`16. For Convolve, Inc., I analyzed the dynamics of automated robots, satellites,
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`and NASA high-altitude balloons. I also developed automated control
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`systems for manufacturing machines, large-scale coordinate measuring
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`machines, and laser interferometer sensors. One of my Convolve projects
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`required the development and installation of a system to control a crane at
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`the Savannah River Nuclear facility. The crane was a large overhead bridge
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`structure that moved barrels of nuclear waste. The control system we
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`developed and installed reduced the unwanted pendulum swing of the
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`barrels. As part of this project, I used a string potentiometer (yo-yo) sensor
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`to measure motion of the crane. Such sensors are commonly used in
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`machinery with extending and contracting lift cylinders in order to measure
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`the position of the machine components.
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`17. Throughout my years at Georgia Tech, I have worked as an engineering
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`Declaration of William Singhose
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`consultant or research partner for numerous companies. For example, I
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`worked with Boeing for several years to improve the safety of their overhead
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`bridge cranes. The crane controllers that I developed have been deployed at
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`multiple Boeing manufacturing facilities. One of the Boeing cranes that I
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`personally operated included four large rotary slew drives that enabled the
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`controlled rotation of very large aircraft components. I have also worked on
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`several projects involving boom cranes that travel on crawler tracks.
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`18.
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`In addition to my engineering experience as a professor and an engineer, I
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`have commercialized technology developed in my research group at Georgia
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`Tech by founding two companies: CAMotion Cranes and InVekTek.
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`CAMotion Cranes designed and installed crane control systems that decrease
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`payload swing, automatically avoid obstacles, and improve crane safety.
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`These improvements are achieved through sensor systems and control
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`methods that my research group developed, patented, and deployed.
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`CAMotion Cranes was acquired by PAR Systems in 2013. InVekTek
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`develops and commercializes control systems for large robotic and industrial
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`material-handling systems. InVekTek products include control systems that
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`read sensor signals and accurately control machine actuators.
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`IV. MATERIALS CONSIDERED
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`19. My opinions are based on my experience, knowledge of the relevant art, the
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`’390 patent and prosecution history, the documents identified in Appendix
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`B, and the documents discussed in this declaration.
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`V. LEGAL STANDARDS
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`20.
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`I am not a lawyer. My understanding of the legal standards to apply in
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`reaching the conclusions in this declaration is based on discussions with
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`counsel for Petitioner, my experience applying similar standards in other
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`patent-related matters, and my reading of the documents related to this
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`proceeding. In preparing this declaration, I have tried to faithfully apply
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`these legal standards to the Challenged Claims.
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`A. Claim Construction
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`21.
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`I have been instructed that the terms appearing in the ’390 patent should be
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`interpreted in view of the claim language itself, the specification, the
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`prosecution history of the patent, and any relevant extrinsic evidence. I
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`understand that the words of a claim are generally given their ordinary and
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`customary meaning, which is the meaning that the term would have to a
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`person of ordinary skill in the art at the time of the invention, which I have
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`assumed here is December 22, 2006. While claim limitations cannot be
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`“read in” from the specification, the specification is the single best guide to
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`the meaning of claim terms. I have followed these principles in reviewing
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`the claims of the ’390 patent and forming the opinions set forth in this
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`declaration.
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`B.
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`Level of Ordinary Skill
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`22.
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`I understand a person of ordinary skill in the art is determined by
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`considering issues such as (i) the type of problems encountered in the art; (ii)
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`prior art solutions to those problems; (iii) rapidity with which innovations
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`are made; (iv) sophistication of the technology; and (v) educational level of
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`active workers in the field.
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`23.
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`In my opinion, a person of ordinary skill in the art (“POSITA”) pertinent to
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`the ’390 patent would have had at least a four-year degree in mechanical
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`engineering or a closely related field and at least two years of experience
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`designing, developing, servicing or operating heavy machinery, including
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`their components and control systems. Additional education could substitute
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`for professional experience, and significant work experience—such as
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`working with, servicing, or operating heavy machinery in the field—could
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`substitute for formal education.
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`24.
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`I was at least a POSITA as of December 22, 2006.
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`C. Obviousness
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`25.
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`I have been told that under 35 U.S.C. § 103, a patent claim may be obvious
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`if the differences between the subject matter sought to be patented and the
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`prior art are such that the subject matter as a whole would have been obvious
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`at the time the invention was made to a person having ordinary skill in the
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`art to which the subject matter pertains.
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`26.
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`I have been told that a proper obviousness analysis involves:
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`a.
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`b.
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`c.
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`d.
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`Determining the scope and content of the prior art;
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`Ascertaining the differences between the prior art and the claims
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`at issue;
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`Resolving the level of ordinary skill in the pertinent art; and
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`Considering evidence of secondary indicia of non-obviousness
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`(if available).
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`27.
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`I have been told that the relevant time for considering whether a claim would
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`have been obvious to a person of ordinary skill in the art is the time of
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`invention. For my obviousness analysis, counsel for Petitioner instructed me
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`to assume that the date of invention for the Challenged Claims is December
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`22, 2006. My opinions would not change if I assumed a later date of
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`invention.
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`28.
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`I have been told that a reference may be modified or combined with other
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`references or with a POSITA’s own knowledge if the person would have
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`found the modification or combination obvious. I have also been told that a
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`person of ordinary skill in the art is presumed to know all the relevant prior
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`art, and the obviousness analysis may take into account the inferences and
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`creative steps that a person of ordinary skill in the art would employ.
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`29.
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`I have been told that whether a prior art reference renders a patent claim
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`obvious is determined from the perspective of a person of ordinary skill in
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`the art. I have also been told that there is no requirement that the prior art
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`contain an express suggestion to combine known elements to achieve the
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`claimed invention. However, suggestions to combine known elements to
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`achieve the claimed invention may come from the prior art as a whole, or
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`individually, and may consider the inferences and creative steps that a
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`person of ordinary skill in the art would employ. I understand that
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`obviousness grounds cannot be sustained by mere conclusory statements and
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`must include some articulated reasoning with some rational underpinning to
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`support the legal conclusion of obviousness.
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`30.
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`I have been told that there is no rigid rule that a reference or combination of
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`references must contain a “teaching, suggestion, or motivation” to combine
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`references. But I also have been told that the “teaching, suggestion, or
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`motivation” test can be used in establishing a rationale for combining
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`elements of the prior art. I have also been told to be aware of distortions
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`caused by hindsight bias, and that reading into the prior art the teachings of
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`the patent at issue is improper.
`
`VI. THE ’390 PATENT
`
`A. Overview of the ’390 Patent
`
`31. The ’390 patent claims certain types of self-propelled road milling machines.
`
`Such machines mill, or grind off, the top surface of roads so that a new top
`
`layer can be securely applied to the road. The exemplary road milling
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`machine shown in Figure 1 of the ’390 patent is reproduced below for
`
`convenience.
`
`[Ex. 1001, Fig. 1.]
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`32. The milling machine of the ’390 patent contains a machine frame, two front
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`Declaration of William Singhose
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`ground engaging supports, and at least one rear ground engaging support.
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`These ground engaging supports are labeled 2 and 3 in Figure 1 above. The
`
`machine has front and rear lifting columns 12 and 13 that support the frame
`
`from the ground engaging supports. In order to treat a road surface, the
`
`machine has a milling roll 6 supported from the machine frame. Behind the
`
`milling roller is a height-adjustable stripping means 14 that can be lowered
`
`into the milling track to help clear the milled material and block material
`
`from being ejected out the back. On each side of the milling roller there are
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`height-adjustable side plates that block material from being ejected out the
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`sides of the machine. [Ex. 1001, 4:7-29.]
`
`33. The machine structure and components described above have been
`
`commonplace in the industry for decades. Furthermore, every feature
`
`described above is in the prior art, as the specification admits. [Id., 1:25-44.]
`
`34.
`
`In addition to the physical components described above, prior-art road
`
`milling machines also had “control means for controlling the milling depth
`
`of the milling roll.” [Id., 1:43-44.]
`
`35. The ’390 patent states that an object of its invention is to “improve the
`
`accuracy of measuring the milling depth during the operation of a road
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`milling machine and to thereby minimize deviations from the predetermined
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`Declaration of William Singhose
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`milling depth.” [Id., 1:64-67.]
`
`36. Given the high degree of similarity between the prior art machines described
`
`in the ’390 patent and the milling machine claimed as inventive by the ’390
`
`patent, there are very few claimed features that might be considered as
`
`novel.
`
`37. To address the problem of sensing and controlling milling depth, the ’390
`
`patent describes a design where the movement of various machine
`
`components is sensed, and that sensed information is used by the controller
`
`to ensure the milling roller is positioned at the predetermined depth set by
`
`the operator. [Id., 3:18-30.] More specifically, the side plates, stripping
`
`means, and lifting columns can be raised and lowered by hydraulic
`
`cylinders. [Id., 3:7-17, 4:13-17.] Alternatively, the side plates and stripping
`
`means can rest under the force of gravity on the ground surfaces without
`
`being actively controlled by the hydraulic cylinders. [Id., 3:7-10.]
`
`38. The ’390 specification states that the linear extension and retraction of these
`
`hydraulic cylinders can be measured with integrated sensors that are
`
`configured to directly detect the extension length of the cylinders. The ’390
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`patent describes the use of such hydraulic cylinders to move the stripping
`
`means as follows:
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`Declaration of William Singhose
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`
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`The hydraulic means are formed by piston/cylinder units 26, 28 with
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`an integrated position sensing system. This means that the
`
`piston/cylinder units 26, 28 not only allow for the stroke movement of
`
`the stripping means, but moreover generate a position signal.
`
`[Id., 5:5-9.]
`
`39. This disclosure indicates that movement of cylinders with integrated sensors
`
`results in two outputs: i) stroke movement of the cylinder and ii) generation
`
`of a position signal. Here, the term “integrated” sensors describes the
`
`coupling of a hydraulic cylinder and a position sensor. Such integrated
`
`sensors allow the controller to continually know the position of the
`
`components to which the cylinders are attached (e.g., the side plates,
`
`stripping means, and lifting columns). [Id., 4:45-52; 3:40-46.]
`
`40. The ’390 patent describes different ways to use the information sensed by
`
`the integrated cylinder sensors. For instance, the sensors on the side plates
`
`are used to determine if the appropriate milling depth is being achieved.
`
`[See, e.g., id., 3:25-30.] The relative displacement between a side plate and
`
`the stripping means can also be measured directly, or calculated from
`
`multiple sensor measurements to gauge the milling depth. [See, e.g., id.,
`
`2:59-64.]
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`Declaration of William Singhose
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`41. The ’390 patent describes various sensor placements for controlling milling
`
`depth. For example, the specification describes sensors spaced apart in the
`
`traveling direction, that is, the front-to-back direction. Such a configuration
`
`allows the control to measure the longitudinal inclination, which is
`
`commonly referred to as the “grade.” [Id., 3:31-39.]. Using such
`
`measurements of the inclination, the controller can adjust the front and rear
`
`lifting columns to match a predetermined inclined position that is set by the
`
`machine operator. [Id., 4:13-16.]. The ’390 patent also describes sensors
`
`being spaced horizontally apart on a beam that is transverse to the travel
`
`direction. [Id., 4:53-67.] This configuration allows the

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