Stratégie IA 48 Mois pour la Mobilité Électrique et les Infrastructures Associées

Abstract ENThis document, produced with the assistance of ChatGPT o3 and GPT-5 Thinking, is released under the Apache 2.0 licence. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes: EPC Art. 54(2) (European Patent Convention), French IPC Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). It consolidates 74 enabling inventions across batteries, charging (AC/DC/HPC), V2G/V2H, smart grids, scheduling, digital twins, cybersecurity/IDS, predictive maintenance, multimodal logistics, manufacturing QA, compliance/UX, and ESG/LCA. Each proposal includes concrete implementation details (sensors, control, data, tests), novelty rationale, and IPC/CPC classification. Timestamp proof may be attached (RFC 3161 / FreeTSA), with an optional SHA-256 hash for integrity verification. Résumé FRCe document, produit avec l’assistance de ChatGPT o3 et GPT-5 Thinking, est publié sous licence Apache 2.0. Il constitue une publication défensive (antériorité) et entre de ce fait dans l’état de la technique lors de sa mise à disposition au sens des textes applicables ((art. L 611-11 CPI / art. 54(2) CBE) et, à titre informatif, 35 U.S.C. §102(a), Loi chinoise sur les brevets art. 22(5) (中华人民共和国专利法), Loi japonaise sur les brevets art. 29(1) (特許法)). Il regroupe 74 inventions “enabling” couvrant batteries, charge AC/DC/HPC, V2G/V2H, smart grid, planification, jumeaux numériques, cybersécurité/IDS, maintenance prédictive, logistique multimodale, QA industrielle, conformité/UX et ESG/ACV. Chaque proposition comporte des éléments d’implémentation, un motif de nouveauté et une classification IPC/CPC. Une preuve d’horodatage (RFC 3161 / FreeTSA) et un hachage SHA-256 peuvent être associés. Timestamp: 2025-10-12T15:24:03ZSHA-256: 4486c6e7c77876d017a7093c5cbaffa52f53186276030bbbd6737ecdb2f6d07a Liste des innovations & classification (IPC ; CPC) Hybrid physics–AI BMS — IPC G01R 31/36 ; CPC H01M 10/48, G06N 20/00 Fast-charging anti-wear — IPC H02J 7/00 ; CPC H02J 7/02, Y02T 10/70 Battery–grid digital twin — IPC G06F 30/20 ; CPC G06N 20/00, G06Q 10/06 Depot smart-charging orchestrator — IPC G05B 13/04 ; CPC H02J 3/14, Y02T 10/707 Safe V2G aggregator — IPC H02J 3/14 ; CPC H02J 3/38, Y04S 20/32 Explainable dynamic pricing — IPC G06Q 50/26 ; CPC G06Q 50/16, Y04S 10/12 Charger anomaly detection — IPC G01R 31/50 ; CPC G05B 23/02, H02J 7/00 Motor/inverter predictive maintenance — IPC G01M 17/007 ; CPC B60L 58/18, G06N 20/00 Predictive thermal HVAC — IPC F25B 49/02 ; CPC B60H 1/24, G05D 23/19 EVSE QoS & siting — IPC G01S 13/93 ; CPC H02J 3/14, G06N 3/04 Fleet route & charge router — IPC G06Q 10/06 ; CPC G06N 20/00, B60W 20/00 Unified vehicle/OT IDS — IPC H04L 63/08 ; CPC H04L 63/16, B60R 16/023 Cross-fleet federated learning — IPC G06F 16/906 ; CPC G06N 20/00, H04L 9/08 Mobility feature store — IPC G06F 16/22 ; CPC G06F 16/2454, G06F 8/70 In-situ battery calibration — IPC H01M 10/48 ; CPC G01R 31/36, B60L 58/18 Vision QA of welds — IPC G01N 21/88 ; CPC B23K 31/00, G06T 7/00 Shadow simulation for decisions — IPC G06F 11/36 ; CPC G05B 13/02, G06F 8/73 Data-driven LCA control — IPC G01M 99/00 ; CPC Y02T 10/70, G06Q 50/06 Fair pricing UX — IPC G06Q 30/02 ; CPC G06Q 30/06, H04W 4/02 Securing embedded models — IPC H04L 9/32 ; CPC H04L 9/40, G06F 21/57 Multi-site power orchestration — IPC H02J 3/14 ; CPC H02J 3/38, Y04S 10/54 Robust price/charge forecasting — IPC G06Q 10/04 ; CPC G06N 20/00, G06F 17/18 Secure EV–grid interop bridge — IPC H04L 29/08 ; CPC H04L 67/10, H04L 9/32 City real-time EV carbon KPI — IPC G06F 16/21 ; CPC G16H 50/20, Y02T 10/70 Safe fallback control — IPC G05B 23/02 ; CPC G05B 13/02, G06F 11/36A1) EIS cell matching — IPC G01R 31/36 ; CPC H01M 10/0525A2) Intra-module FBG sensors — IPC G01L 1/24 ; CPC H01M 10/50, G01K 11/32A3) In-situ ultrasound swelling — IPC G01N 29/04 ; CPC H01M 10/42A4) AC socket metrology dongle — IPC G01R 31/00 ; CPC H02J 7/00, H04L 67/10A5) Rail–EV multimodal planning — IPC G06Q 10/06 ; CPC B61L 27/00, G06N 20/00A6) EVSE RCD nuisance rejection — IPC H02H 3/33 ; CPC H02J 7/00, G01R 31/02A7) Soft-start thermal pack — IPC H01M 50/20 ; CPC H01M 50/40, C09K 5/14A8) Connector wear vision — IPC G01N 21/90 ; CPC G06T 7/00, H01R 13/635A9) R156-compliant OTA A/B — IPC G06F 11/36 ; CPC B60R 16/023, G06F 21/57A10) OCPP canary honeypot — IPC H04L 63/08 ; CPC H04L 63/16, H04L 29/08A11) Private synthetic telemetry — IPC G06F 18/24 ; CPC G06N 20/00, G06F 21/62A12) Port microgrid EV+shore — IPC H02J 3/14 ; CPC Y02E 60/70, Y02T 10/707A13) Battery-swap scheduling (EMDE) — IPC G06Q 10/08 ; CPC Y02T 10/705, G06N 20/00A14) Formal verification of safe RL — IPC G05B 13/02 ; CPC G06N 20/00, G06F 11/36B1) Cathode heater anti-plating — IPC H01M 10/44 ; CPC H01M 10/0587, H02J 7/00B2) SoH via electrochemical noise — IPC G01R 31/36 ; CPC H01M 10/48, G01R 31/28B3) Anti-swell pouch control — IPC G01L 1/24 ; CPC H01M 10/50, B60L 58/18B4) DC arc detection (HPC) — IPC H02H 3/033 ; CPC H02H 3/09, H02J 7/00B5) Eco-comfort HVAC planner — IPC B60H 1/24 ; CPC G05D 23/19, G06N 20/00B6) SiC inverter ageing twin — IPC H02M 7/00 ; CPC H02M 7/5387, G06F 30/20B7) Pulse-healing of cells — IPC H01M 10/44 ; CPC H01M 2010/4284, G01R 31/36B8) Cross-protocol graph IDS — IPC H04L 63/08 ; CPC H04L 63/16, H04L 29/08B9) Multi-energy VRP router — IPC G06Q 10/06 ; CPC G06N 20/00, B60W 20/00B10) Signed OCPP/15118 cal cards — IPC G01R 31/00 ; CPC H04L 9/32, H04L 67/10B11) Drive-by thermal EVSE imaging — IPC G01J 5/06 ; CPC G06T 7/00, H01R 13/635B12) Grid-aware bilevel siting — IPC G06F 30/20 ; CPC H02J 3/14, G06N 3/04B13) V2H with cycle budget — IPC H02J 3/38 ; CPC Y02T 10/705, H01M 10/48B14) Social queueing at EVSE — IPC G06Q 20/32 ; CPC G06Q 50/26, H04W 4/02B15) Acoustic EOL inverter test — IPC G01M 7/02 ; CPC H02M 1/00, G01N 29/04C1) MPC eco-coasting ADAS — IPC B60W 20/00 ; CPC B60W 2550/40, G05D 1/00C2) Rail regenerative optimizer — IPC B61C 17/00 ; CPC B61L 27/00, Y02T 10/22C3) River e-boat charge scheduling — IPC H02J 3/14 ; CPC Y02E 60/70, B63B 1/00C4) eVTOL short-range thermal mgmt — IPC B64C 39/02 ; CPC B64D 27/24, F28D 20/00C5) Micromobility swap planning — IPC G06Q 10/08 ; CPC Y02T 10/705, G06N 20/00C6) AI-guided cell formation — IPC H01M 10/0525 ; CPC B29K 2105/00, G06N 20/00C7) Second-life allocation engine — IPC H01M 50/10 ; CPC Y02T 10/70, G06Q 10/06C8) Hydromet recycling optimization — IPC C22B 7/00 ; CPC C22B 7/04, G05D 27/00C9) H₂+EV depot microgrid — IPC H02J 3/14 ; CPC Y02E 60/76, F17C 13/00C10) Vehicle edge inference scheduler — IPC G06F 9/50 ; CPC G06F 9/5096, G06F 11/36C11) Causal battery ageing model — IPC G01R 31/36 ; CPC G06N 7/02, G06F 17/00C12) Privacy-preserving fleet analytics — IPC H04L 9/32 ; CPC G06F 21/57, H04L 63/08C13) OCPI–15118 consent bridge — IPC H04L 29/08 ; CPC H04L 67/10, G06F 21/62C14) Universal-access EVSE UX — IPC H04M 1/00 ; CPC G06F 3/0484, H04W 4/02C15) Dynamic pricing fraud detection — IPC G06Q 20/10 ; CPC H04L 9/32, G06Q 50/26C16) Connector corrosion control — IPC H01R 13/635 ; CPC G01R 31/28, C23F 11/00C17) Real-time carbon pricing — IPC G06Q 50/06 ; CPC Y02T 10/70, G06Q 40/00C18) AI safety test platform — IPC G06F 11/36 ; CPC G05B 23/02, B60R 16/023C19) Graph EVSE congestion forecast — IPC G06F 30/20 ; CPC G06N 3/04, H04W 4/02C20) Cell-to-module packing optimizer — IPC H01M 50/10 ; CPC G06F 30/20, B29C 70/24 Keywordsbattery state estimation, fast charging optimization, digital twin simulation, fleet smart charging, vehicle-to-grid arbitrage, dynamic pricing explainability, charger anomaly detection, predictive maintenance EV, predictive HVAC control, EVSE siting optimization, EV routing scheduling, vehicular IDS security, federated learning mobility, feature store MLOps, in-situ battery calibration, vision QA manufacturing, shadow simulation safety, lifecycle assessment energy, fair pricing UX, model security TPM, multi-site power orchestration, probabilistic forecasting, protocol bridging 15118 OCPP, city EV carbon index, safe fallback control, localized cathode heating, electrochemical noise SOH, pouch pressure control, DC arc detection, eco-comfort HVAC, SiC inverter ageing twin, pulse healing battery, graph cross-protocol IDS, multi-energy VRP, cryptographic calibration card, drive-by thermal imaging, bilevel siting grid-aware, V2H cycle budget, social fair scheduling, acoustic end-of-line test, eco-coasting ADAS, railway regenerative braking, river electric scheduling, eVTOL thermal management, micromobility battery swap, cell formation control, battery second-life allocation, hydrometallurgical recycling control, hydrogen–EV microgrid, edge inference scheduler, battery ageing causality, privacy federated analytics, OCPI 15118 consent, accessible EVSE UX, dynamic pricing fraud, connector corrosion EIS, real-time carbon pricing, AI safety testbench, EVSE congestion forecasting, cell-to-module packing.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-12
DOI
https://doi.org/10.5281/zenodo.17334224
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Artificial Intelligence in Healthcare and Education
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article
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article

Stratégie IA 48 Mois pour la Mobilité Électrique et les Infrastructures Associées

Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
article

Stratégie IA 48 Mois pour la Mobilité Électrique et les Infrastructures Associées

article en

Abstract

Abstract ENThis document, produced with the assistance of ChatGPT o3 and GPT-5 Thinking, is released under the Apache 2.0 licence. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes: EPC Art. 54(2) (European Patent Convention), French IPC Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). It consolidates 74 enabling inventions across batteries, charging (AC/DC/HPC), V2G/V2H, smart grids, scheduling, digital twins, cybersecurity/IDS, predictive maintenance, multimodal logistics, manufacturing QA, compliance/UX, and ESG/LCA. Each proposal includes concrete implementation details (sensors, control, data, tests), novelty rationale, and IPC/CPC classification. Timestamp proof may be attached (RFC 3161 / FreeTSA), with an optional SHA-256 hash for integrity verification. Résumé FRCe document, produit avec l’assistance de ChatGPT o3 et GPT-5 Thinking, est publié sous licence Apache 2.0. Il constitue une publication défensive (antériorité) et entre de ce fait dans l’état de la technique lors de sa mise à disposition au sens des textes applicables ((art. L 611-11 CPI / art. 54(2) CBE) et, à titre informatif, 35 U.S.C. §102(a), Loi chinoise sur les brevets art. 22(5) (中华人民共和国专利法), Loi japonaise sur les brevets art. 29(1) (特許法)). Il regroupe 74 inventions “enabling” couvrant batteries, charge AC/DC/HPC, V2G/V2H, smart grid, planification, jumeaux numériques, cybersécurité/IDS, maintenance prédictive, logistique multimodale, QA industrielle, conformité/UX et ESG/ACV. Chaque proposition comporte des éléments d’implémentation, un motif de nouveauté et une classification IPC/CPC. Une preuve d’horodatage (RFC 3161 / FreeTSA) et un hachage SHA-256 peuvent être associés. Timestamp: 2025-10-12T15:24:03ZSHA-256: 4486c6e7c77876d017a7093c5cbaffa52f53186276030bbbd6737ecdb2f6d07a Liste des innovations & classification (IPC ; CPC) Hybrid physics–AI BMS — IPC G01R 31/36 ; CPC H01M 10/48, G06N 20/00 Fast-charging anti-wear — IPC H02J 7/00 ; CPC H02J 7/02, Y02T 10/70 Battery–grid digital twin — IPC G06F 30/20 ; CPC G06N 20/00, G06Q 10/06 Depot smart-charging orchestrator — IPC G05B 13/04 ; CPC H02J 3/14, Y02T 10/707 Safe V2G aggregator — IPC H02J 3/14 ; CPC H02J 3/38, Y04S 20/32 Explainable dynamic pricing — IPC G06Q 50/26 ; CPC G06Q 50/16, Y04S 10/12 Charger anomaly detection — IPC G01R 31/50 ; CPC G05B 23/02, H02J 7/00 Motor/inverter predictive maintenance — IPC G01M 17/007 ; CPC B60L 58/18, G06N 20/00 Predictive thermal HVAC — IPC F25B 49/02 ; CPC B60H 1/24, G05D 23/19 EVSE QoS & siting — IPC G01S 13/93 ; CPC H02J 3/14, G06N 3/04 Fleet route & charge router — IPC G06Q 10/06 ; CPC G06N 20/00, B60W 20/00 Unified vehicle/OT IDS — IPC H04L 63/08 ; CPC H04L 63/16, B60R 16/023 Cross-fleet federated learning — IPC G06F 16/906 ; CPC G06N 20/00, H04L 9/08 Mobility feature store — IPC G06F 16/22 ; CPC G06F 16/2454, G06F 8/70 In-situ battery calibration — IPC H01M 10/48 ; CPC G01R 31/36, B60L 58/18 Vision QA of welds — IPC G01N 21/88 ; CPC B23K 31/00, G06T 7/00 Shadow simulation for decisions — IPC G06F 11/36 ; CPC G05B 13/02, G06F 8/73 Data-driven LCA control — IPC G01M 99/00 ; CPC Y02T 10/70, G06Q 50/06 Fair pricing UX — IPC G06Q 30/02 ; CPC G06Q 30/06, H04W 4/02 Securing embedded models — IPC H04L 9/32 ; CPC H04L 9/40, G06F 21/57 Multi-site power orchestration — IPC H02J 3/14 ; CPC H02J 3/38, Y04S 10/54 Robust price/charge forecasting — IPC G06Q 10/04 ; CPC G06N 20/00, G06F 17/18 Secure EV–grid interop bridge — IPC H04L 29/08 ; CPC H04L 67/10, H04L 9/32 City real-time EV carbon KPI — IPC G06F 16/21 ; CPC G16H 50/20, Y02T 10/70 Safe fallback control — IPC G05B 23/02 ; CPC G05B 13/02, G06F 11/36A1) EIS cell matching — IPC G01R 31/36 ; CPC H01M 10/0525A2) Intra-module FBG sensors — IPC G01L 1/24 ; CPC H01M 10/50, G01K 11/32A3) In-situ ultrasound swelling — IPC G01N 29/04 ; CPC H01M 10/42A4) AC socket metrology dongle — IPC G01R 31/00 ; CPC H02J 7/00, H04L 67/10A5) Rail–EV multimodal planning — IPC G06Q 10/06 ; CPC B61L 27/00, G06N 20/00A6) EVSE RCD nuisance rejection — IPC H02H 3/33 ; CPC H02J 7/00, G01R 31/02A7) Soft-start thermal pack — IPC H01M 50/20 ; CPC H01M 50/40, C09K 5/14A8) Connector wear vision — IPC G01N 21/90 ; CPC G06T 7/00, H01R 13/635A9) R156-compliant OTA A/B — IPC G06F 11/36 ; CPC B60R 16/023, G06F 21/57A10) OCPP canary honeypot — IPC H04L 63/08 ; CPC H04L 63/16, H04L 29/08A11) Private synthetic telemetry — IPC G06F 18/24 ; CPC G06N 20/00, G06F 21/62A12) Port microgrid EV+shore — IPC H02J 3/14 ; CPC Y02E 60/70, Y02T 10/707A13) Battery-swap scheduling (EMDE) — IPC G06Q 10/08 ; CPC Y02T 10/705, G06N 20/00A14) Formal verification of safe RL — IPC G05B 13/02 ; CPC G06N 20/00, G06F 11/36B1) Cathode heater anti-plating — IPC H01M 10/44 ; CPC H01M 10/0587, H02J 7/00B2) SoH via electrochemical noise — IPC G01R 31/36 ; CPC H01M 10/48, G01R 31/28B3) Anti-swell pouch control — IPC G01L 1/24 ; CPC H01M 10/50, B60L 58/18B4) DC arc detection (HPC) — IPC H02H 3/033 ; CPC H02H 3/09, H02J 7/00B5) Eco-comfort HVAC planner — IPC B60H 1/24 ; CPC G05D 23/19, G06N 20/00B6) SiC inverter ageing twin — IPC H02M 7/00 ; CPC H02M 7/5387, G06F 30/20B7) Pulse-healing of cells — IPC H01M 10/44 ; CPC H01M 2010/4284, G01R 31/36B8) Cross-protocol graph IDS — IPC H04L 63/08 ; CPC H04L 63/16, H04L 29/08B9) Multi-energy VRP router — IPC G06Q 10/06 ; CPC G06N 20/00, B60W 20/00B10) Signed OCPP/15118 cal cards — IPC G01R 31/00 ; CPC H04L 9/32, H04L 67/10B11) Drive-by thermal EVSE imaging — IPC G01J 5/06 ; CPC G06T 7/00, H01R 13/635B12) Grid-aware bilevel siting — IPC G06F 30/20 ; CPC H02J 3/14, G06N 3/04B13) V2H with cycle budget — IPC H02J 3/38 ; CPC Y02T 10/705, H01M 10/48B14) Social queueing at EVSE — IPC G06Q 20/32 ; CPC G06Q 50/26, H04W 4/02B15) Acoustic EOL inverter test — IPC G01M 7/02 ; CPC H02M 1/00, G01N 29/04C1) MPC eco-coasting ADAS — IPC B60W 20/00 ; CPC B60W 2550/40, G05D 1/00C2) Rail regenerative optimizer — IPC B61C 17/00 ; CPC B61L 27/00, Y02T 10/22C3) River e-boat charge scheduling — IPC H02J 3/14 ; CPC Y02E 60/70, B63B 1/00C4) eVTOL short-range thermal mgmt — IPC B64C 39/02 ; CPC B64D 27/24, F28D 20/00C5) Micromobility swap planning — IPC G06Q 10/08 ; CPC Y02T 10/705, G06N 20/00C6) AI-guided cell formation — IPC H01M 10/0525 ; CPC B29K 2105/00, G06N 20/00C7) Second-life allocation engine — IPC H01M 50/10 ; CPC Y02T 10/70, G06Q 10/06C8) Hydromet recycling optimization — IPC C22B 7/00 ; CPC C22B 7/04, G05D 27/00C9) H₂+EV depot microgrid — IPC H02J 3/14 ; CPC Y02E 60/76, F17C 13/00C10) Vehicle edge inference scheduler — IPC G06F 9/50 ; CPC G06F 9/5096, G06F 11/36C11) Causal battery ageing model — IPC G01R 31/36 ; CPC G06N 7/02, G06F 17/00C12) Privacy-preserving fleet analytics — IPC H04L 9/32 ; CPC G06F 21/57, H04L 63/08C13) OCPI–15118 consent bridge — IPC H04L 29/08 ; CPC H04L 67/10, G06F 21/62C14) Universal-access EVSE UX — IPC H04M 1/00 ; CPC G06F 3/0484, H04W 4/02C15) Dynamic pricing fraud detection — IPC G06Q 20/10 ; CPC H04L 9/32, G06Q 50/26C16) Connector corrosion control — IPC H01R 13/635 ; CPC G01R 31/28, C23F 11/00C17) Real-time carbon pricing — IPC G06Q 50/06 ; CPC Y02T 10/70, G06Q 40/00C18) AI safety test platform — IPC G06F 11/36 ; CPC G05B 23/02, B60R 16/023C19) Graph EVSE congestion forecast — IPC G06F 30/20 ; CPC G06N 3/04, H04W 4/02C20) Cell-to-module packing optimizer — IPC H01M 50/10 ; CPC G06F 30/20, B29C 70/24 Keywordsbattery state estimation, fast charging optimization, digital twin simulation, fleet smart charging, vehicle-to-grid arbitrage, dynamic pricing explainability, charger anomaly detection, predictive maintenance EV, predictive HVAC control, EVSE siting optimization, EV routing scheduling, vehicular IDS security, federated learning mobility, feature store MLOps, in-situ battery calibration, vision QA manufacturing, shadow simulation safety, lifecycle assessment energy, fair pricing UX, model security TPM, multi-site power orchestration, probabilistic forecasting, protocol bridging 15118 OCPP, city EV carbon index, safe fallback control, localized cathode heating, electrochemical noise SOH, pouch pressure control, DC arc detection, eco-comfort HVAC, SiC inverter ageing twin, pulse healing battery, graph cross-protocol IDS, multi-energy VRP, cryptographic calibration card, drive-by thermal imaging, bilevel siting grid-aware, V2H cycle budget, social fair scheduling, acoustic end-of-line test, eco-coasting ADAS, railway regenerative braking, river electric scheduling, eVTOL thermal management, micromobility battery swap, cell formation control, battery second-life allocation, hydrometallurgical recycling control, hydrogen–EV microgrid, edge inference scheduler, battery ageing causality, privacy federated analytics, OCPI 15118 consent, accessible EVSE UX, dynamic pricing fraud, connector corrosion EIS, real-time carbon pricing, AI safety testbench, EVSE congestion forecasting, cell-to-module packing.

Zenodo (CERN European Organization for Nuclear Research)
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Artificial Intelligence in Healthcare and Education
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