Patent CA-3102035-C (CA)
Inventor: TAFAZOLI BILANDI SHAHRAM
IPC: G06N3/08
Filed: 2018-06-01
Granted: 2021-05-18
Abstract: (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY  (PCT) (19) World Intellectual Property    --    1 11111 1 111111 11 111111 1 11 Organization International Bureau                                (10) International Publication Number (43) International Publication Date    ........***')    WO 2019/227194 Al 05 December 2019 (05.12.2019) WI PO I PCT (51) International Patent Classification:       1L4 (CA). RAMEZANI, Mandi; 902 - 2483 Spruce E02F 9/26 (2006.01)    G06N 3/08 (2006.01)    Street, Vancouver, British Columbia, V6H 4J2 (CA). G06N 3/02 (2006.01)    GO6T 7/00 (201'7.01)    NOURANIAN, Saman; 313-2655 Cranberry Drive, Van-couver, British Columbia, V6K 4V5 (CA). SMITH, Ken-(21) International Application Number: neth; 6390 McCleery Street, Vancouver, Briti PCT/CA2018/000108                        sh Columbia, V6N 1G6 (CA). GHAVIDEL, Sahar; 5'764 Cree Street, (22) International Filing Date:    Vancouver, British Columbia, V5W 2V9 (CA).  SAMETI, 0 1 June 2018 (01.06.2018)    Mohammad; 2608 Sandstone Court, Coquitlam, British Columbia, V3E 2T9 (CA). (25) Filing Language:                     English (74) Agent: CRAMER, Owen W. et al.; SMART & BIGGAR, (26) Publication Language:                English 1055 West Georgia Street Suite 2300, Box 11115, Royal-(71) Applicant: MOTION METRICS INTERNATIONAL    Centre, Vancouver, BC, V6E 3P3 (CA). CORP. [CA/CA]; 101 -2389 Health Sciences Mall, Van-(81) Designated States (unless otherwise indicated, for every couver, British Columbia, V6T 1Z3 (CA). kind of national protection available): AE, AG, AL, AM, (72) Inventors: TAFAZOLI BILANDI, Shahram; 2101    AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, West 22nd Avenue, Vancouver, British Columbia, V6L    CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, (54) Title: METHOD, APPARATUS AND SYSTEM FOR MONITORING A CONDITION ASSOCIATED  WITH OPERATING  _HEAVY EQUIPMENT SUCH AS A MINING SHOVEL OR EXCAVATOR     r-s,                <:  150 * . ................................................. 142 ;         tõ.152 il '4-0                                                                 . . p,cilef _ . ''''-..,, -_,././'                                            128 OM) , : .    130 .                                                                 126    128 .    *."%. ¨        13        102 132 120    /        , 112 .                                       iiii0m1p.--g! 1:411                                                                   11 0 .                                               4MINEEMb-    oar--ittr4..iip, - - ,,- filts-=                                        [1 11 -e-tti 46.--------_                                  Le/suriplõ,    ,..,:,!: . a pit& =                          IN ................,            n      122    ; 100 . Miiiiiigli 114 tonaoor                                         i e, l'---104                                                        106 -4----,------,4_00 ¨ .-Kti. A41    Ci    ------'¨'7"---- =- ..r.i.kb, = _ FIG. lA ,-1 4' 71. (57) Abstract: A computer processor implemented method and system for monitoring a condition associated with operating heavy GT ,1 equipment is disclosed. The method involves receiving a plurality of images at an interface of an embedded processor disposed on the h heavy equipment, the images providing a view of at least an operating implement of the heavy equipment. The method also involves e'll processing each of the plurality of images using a first neural network implemented on the embedded processor, the first neural network NI ----, having been previously trained to identify regions of interest within the image. Each region of interest has an associated designation as at least one of a critical region suitable for extraction of critical operating condition information required for operation of the heavy Il cz equipment, and a non-critical region suitable for extraction of non-critical operating condition information associated with the operation NI c [Continued on next page]     WO 2019/22'7194 Al I11111 RINI II lIllIl 11111 11111 3E111 I    HR, HU, ID, EL, IN, ER, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. (84) Designated States (unless otherwise indicated, for every kind of regional protection available): AREPO (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). Declarations under Rule 4.17: ¨    as to applicant's entitlement to apply for and be granted a patent (Rule 4.1700) ¨    of inventorship (Rule 4.17(iv)) Published: ¨    with international search report (Art. 21(3)) of the heavy equipment. The method further involves causing the embedded processor to initiate further processing of image data associated with critical regions to generate local output operable to alert an operator of the heavy equipment of the associated critical operating condition. The method also involves transmitting image data associated with non-critical regions to a remote processor, the remote processor being operably configured for further processing of the image data and to generate output signals representing results of the further processing. The method further involves receiving the output signals generated by the remote processor at one of the embedded processor or another processor associated with a heavy equipment operations worksite, the output signals being presentable via an electronic user interface based at least in part on the output signals to indicate the results of the further processing.