{
    "slug": "deburring-methods",
    "title": "Deburring Methods for CNC Parts: 15 Processes Compared",
    "description": "Fifteen deburring processes compared by edge type, burr size, edge radius, Ra effect and cost tier, with worked cycle-time examples and cross-hole guidance.",
    "lang": "en",
    "tables": [
        {
            "caption": "Deburring and edge-breaking methods compared (15 processes)",
            "columns": [
                "Method",
                "Edge type",
                "Materials",
                "Max burr size",
                "Edge break / R",
                "Ra effect",
                "Cost tier",
                "Equipment threshold",
                "Source"
            ],
            "rows": [
                {
                    "Method": "Manual (file / scraper / blade)",
                    "Edge type": "external edges, fixed-angle chamfer; not thin-wall / internal cross-hole / critical radius",
                    "Materials": "all metals",
                    "Max burr size": "no unified limit (gap)",
                    "Edge break / R": "edge break 0.2–0.5 mm; skilled ±0.05 mm",
                    "Ra effect": "hand polishing edge break ≤ 0.01 mm; Ra depends on tool",
                    "Cost tier": "2",
                    "Equipment threshold": "low; hand tools €10–50",
                    "Source": "S1, S19"
                },
                {
                    "Method": "CNC in-machine chamfer / edge tool",
                    "Edge type": "external edges, bore entrances, tool-reachable edges",
                    "Materials": "all metals",
                    "Max burr size": "not specified (gap)",
                    "Edge break / R": "90° chamfer 0.1–2.0 mm; ball end mill R 0.1–0.5 mm",
                    "Ra effect": "depends on cutter; minimal Ra change",
                    "Cost tier": "2",
                    "Equipment threshold": "medium; needs CNC + programming",
                    "Source": "S19"
                },
                {
                    "Method": "Rotary brush (incl. in-machine)",
                    "Edge type": "external, threads, tight corners, light internal features",
                    "Materials": "all metals",
                    "Max burr size": "light burrs only (gap)",
                    "Edge break / R": "fine brush edge break 0.01–0.02 mm",
                    "Ra effect": "improves Ra; micro-brush 1,000–3,000 rpm",
                    "Cost tier": "2",
                    "Equipment threshold": "low–medium; fits CNC tool changer",
                    "Source": "S1"
                },
                {
                    "Method": "Barrel tumbling",
                    "Edge type": "external edges of small parts",
                    "Materials": "metals, some plastics",
                    "Max burr size": "small burrs (gap)",
                    "Edge break / R": "larger edge radius; numeric R not given",
                    "Ra effect": "coarser than vibratory; Ra range not given",
                    "Cost tier": "3",
                    "Equipment threshold": "medium; rotating barrel 20–45 rpm",
                    "Source": "S10"
                },
                {
                    "Method": "Vibratory finishing",
                    "Edge type": "external + media-reachable internal, slots, cross-holes",
                    "Materials": "all metals",
                    "Max burr size": "stainless burr ≈ 75–80 µm (retrieval-index transcription)",
                    "Edge break / R": "controlled edge R 0.05–0.3 mm",
                    "Ra effect": "Ra 3.2 → 0.8 µm; range 0.4–1.6 µm",
                    "Cost tier": "3",
                    "Equipment threshold": "medium; cycle 20–120 min",
                    "Source": "S9, S10, S42"
                },
                {
                    "Method": "Centrifugal barrel",
                    "Edge type": "small precision parts, external",
                    "Materials": "metals",
                    "Max burr size": "small–medium burrs",
                    "Edge break / R": "numeric R not given",
                    "Ra effect": "Ra 0.2–0.8 µm",
                    "Cost tier": "3",
                    "Equipment threshold": "medium–high; deburr 15–45 min",
                    "Source": "S10, S13"
                },
                {
                    "Method": "Centrifugal disc",
                    "Edge type": "small parts, high volume",
                    "Materials": "metals",
                    "Max burr size": "small burrs",
                    "Edge break / R": "numeric R not given",
                    "Ra effect": "Ra 0.2–0.8 µm; low-Ra finish",
                    "Cost tier": "3",
                    "Equipment threshold": "medium–high; about 2 h deburr, auto-unload",
                    "Source": "S14, S15"
                },
                {
                    "Method": "Drag finishing",
                    "Edge type": "external edges of cutting tools, round parts",
                    "Materials": "carbide, hardened steel",
                    "Max burr size": "micro edge burrs",
                    "Edge break / R": "60 min: Ø6 mm tool R ≈ 18 µm; Ø8 mm ≈ 20 µm",
                    "Ra effect": "roughness improvement rate reported",
                    "Cost tier": "3",
                    "Equipment threshold": "medium–high; fixtured drag through media",
                    "Source": "S16"
                },
                {
                    "Method": "Abrasive flow machining (AFM)",
                    "Edge type": "internal passages, cross-holes, deep cavities",
                    "Materials": "all metals",
                    "Max burr size": "thin burrs (gap)",
                    "Edge break / R": "uniform edge R 0.02–0.05 mm",
                    "Ra effect": "fine internal Ra; extrusion pressure 10–200 bar",
                    "Cost tier": "5",
                    "Equipment threshold": "high; dedicated machine + tooling",
                    "Source": "S1, S17, S23"
                },
                {
                    "Method": "Electrochemical deburring (ECD)",
                    "Edge type": "internal cross-holes, inaccessible intersections",
                    "Materials": "conductive metals only",
                    "Max burr size": "up to 0.5 mm",
                    "Edge break / R": "edge R 0.05–0.2 mm (single secondary source); control ±0.05 mm",
                    "Ra effect": "Ra 2–4 µm; no mechanical force",
                    "Cost tier": "4",
                    "Equipment threshold": "high; power supply + targeted cathodes",
                    "Source": "S6, S7, S21"
                },
                {
                    "Method": "Thermal energy method (TEM)",
                    "Edge type": "all internal + external edges simultaneously",
                    "Materials": "steel, stainless, cast iron best; not aluminium / most plastics",
                    "Max burr size": "thin burrs / flash",
                    "Edge break / R": "edge break 0.02–0.05 mm",
                    "Ra effect": "oxide residue needs post-cleaning",
                    "Cost tier": "5",
                    "Equipment threshold": "high; chamber equipment €300k–800k",
                    "Source": "S1, S3, S19"
                },
                {
                    "Method": "Laser deburring (SLD)",
                    "Edge type": "sheet-metal external edges, defined radii",
                    "Materials": "metals",
                    "Max burr size": "thin burrs remelted",
                    "Edge break / R": "minimum achievable R ≈ 0.55 mm",
                    "Ra effect": "remelted edge; no tool wear",
                    "Cost tier": "4",
                    "Equipment threshold": "high; laser source + optics + fixturing",
                    "Source": "S33, S34"
                },
                {
                    "Method": "High-pressure water jet (HPW)",
                    "Edge type": "cross-holes, deep holes, tap holes (line of sight)",
                    "Materials": "all metals; limited on ductile burrs",
                    "Max burr size": "loose / light-adhering only",
                    "Edge break / R": "no R value; firm burrs remain",
                    "Ra effect": "no thermal / chemical stress; cleaning combined",
                    "Cost tier": "4",
                    "Equipment threshold": "high; pump + NC multi-axis nozzle",
                    "Source": "S19, S24, S26"
                },
                {
                    "Method": "Chemical deburring (electroless)",
                    "Edge type": "complex small parts, hard-to-reach areas",
                    "Materials": "steel, aluminium, stainless (solution-specific)",
                    "Max burr size": "up to a few tenths of mm",
                    "Edge break / R": "leveling; no fixed R",
                    "Ra effect": "surface leveling via peak-valley potential difference",
                    "Cost tier": "3",
                    "Equipment threshold": "medium; tanks + chemical bath management",
                    "Source": "S36, S37, S38"
                },
                {
                    "Method": "Cryogenic + shot blast",
                    "Edge type": "external flash / burr",
                    "Materials": "rubber, plastic, die-cast metals",
                    "Max burr size": "thin flash; precision to 0.01 mm",
                    "Edge break / R": "clean flash break; part dimensions retained",
                    "Ra effect": "minimal to none on base surface",
                    "Cost tier": "4",
                    "Equipment threshold": "high; insulated chamber + blast wheel",
                    "Source": "S28, S30, S31, S52"
                }
            ]
        },
        {
            "caption": "What edge break can a skilled manual deburring operator hold consistently?",
            "columns": [
                "Burr size class",
                "Burr height",
                "Typical scenario",
                "Source"
            ],
            "rows": [
                {
                    "Burr size class": "Precision burr",
                    "Burr height": "< 0.02 mm",
                    "Typical scenario": "aerospace / medical critical edges",
                    "Source": "S2"
                },
                {
                    "Burr size class": "Minor burr",
                    "Burr height": "0.02–0.05 mm",
                    "Typical scenario": "general precision machining",
                    "Source": "S2"
                },
                {
                    "Burr size class": "Moderate burr",
                    "Burr height": "0.05–0.15 mm",
                    "Typical scenario": "standard milled / drilled edges",
                    "Source": "S2"
                },
                {
                    "Burr size class": "Heavy burr",
                    "Burr height": "> 0.15 mm",
                    "Typical scenario": "dull tool / ductile material / heavy cut",
                    "Source": "S2"
                }
            ]
        },
        {
            "caption": "Which deburring method gives the smallest edge break for threads and tight corners?",
            "columns": [
                "Edge location",
                "First choice",
                "Alternative",
                "Not recommended",
                "Source"
            ],
            "rows": [
                {
                    "Edge location": "External straight edge / fixed chamfer",
                    "First choice": "CNC in-machine chamfer tool",
                    "Alternative": "manual, rotary brush",
                    "Not recommended": "TEM for a simple edge (over-cost)",
                    "Source": "S19"
                },
                {
                    "Edge location": "External 3D freeform edge",
                    "First choice": "ball end mill / disc brush",
                    "Alternative": "robotic compliant spindle",
                    "Not recommended": "rigid chamfer tool",
                    "Source": "S19"
                },
                {
                    "Edge location": "Bore entrance / bore internal surface",
                    "First choice": "Flex-Hone (Ø4–960 mm)",
                    "Alternative": "rotary brush",
                    "Not recommended": "rigid tool (cannot follow bore)",
                    "Source": "S19"
                },
                {
                    "Edge location": "Cross-hole / intersection",
                    "First choice": "ECD or Flex-Hone",
                    "Alternative": "TEM, AFM, HPW",
                    "Not recommended": "manual (inconsistent), rigid tool",
                    "Source": "S19, S21"
                },
                {
                    "Edge location": "Deep cavity / internal passage",
                    "First choice": "AFM",
                    "Alternative": "TEM, ECD",
                    "Not recommended": "brush / belt (cannot reach)",
                    "Source": "S1, S17"
                },
                {
                    "Edge location": "Hidden / inaccessible burr",
                    "First choice": "TEM",
                    "Alternative": "ECD",
                    "Not recommended": "line-of-sight methods",
                    "Source": "S3, S19"
                },
                {
                    "Edge location": "Screw / thread edge",
                    "First choice": "fine rotary brush",
                    "Alternative": "ECD",
                    "Not recommended": "aggressive belt (damages thread)",
                    "Source": "S1"
                }
            ]
        },
        {
            "caption": "How does vibratory finishing change edge radius and surface roughness?",
            "columns": [
                "Parameter",
                "Value",
                "Source"
            ],
            "rows": [
                {
                    "Parameter": "Ceramic media standard cycle",
                    "Value": "40–60 min, edge R 0.05–0.15 mm",
                    "Source": "S9"
                },
                {
                    "Parameter": "Extended cycle for R up to 0.3 mm",
                    "Value": "90–120 min",
                    "Source": "S9"
                },
                {
                    "Parameter": "Aluminium edge break 0.10–0.20 mm, 10 mm ceramic",
                    "Value": "30–60 min",
                    "Source": "S11"
                },
                {
                    "Parameter": "Deburring cycle range",
                    "Value": "20–60 min",
                    "Source": "S12"
                },
                {
                    "Parameter": "Radiusing cycle range",
                    "Value": "30–90 min",
                    "Source": "S12"
                },
                {
                    "Parameter": "Material removal, ceramic",
                    "Value": "0.01–0.05 mm per surface",
                    "Source": "S9"
                },
                {
                    "Parameter": "Material removal, plastic media",
                    "Value": "0.002–0.01 mm per surface",
                    "Source": "S9"
                },
                {
                    "Parameter": "Media-to-part volume ratio",
                    "Value": "3:1–5:1 (precision up to 6:1+)",
                    "Source": "S9, S10"
                },
                {
                    "Parameter": "Bowl load fill",
                    "Value": "60%–70%",
                    "Source": "S9"
                },
                {
                    "Parameter": "Stainless burr the process is sized for",
                    "Value": "≈ 75–80 µm (retrieval-index transcription, not directly verified)",
                    "Source": "S42"
                },
                {
                    "Parameter": "Removal from part diameter or thickness",
                    "Value": "7–25 µm",
                    "Source": "S42"
                },
                {
                    "Parameter": "Rotary brush, aluminium",
                    "Value": "1,000–1,500 rpm, 15–30 µm compound",
                    "Source": "S1"
                },
                {
                    "Parameter": "Rotary brush, hardened steel",
                    "Value": "2,000–3,000 rpm, 3–9 µm diamond",
                    "Source": "S1"
                }
            ]
        },
        {
            "caption": "What is the typical stainless burr thickness a vibratory process is sized for?",
            "columns": [
                "Sizing parameter",
                "Value",
                "Source"
            ],
            "rows": [
                {
                    "Sizing parameter": "Typical stainless burr",
                    "Value": "≈ 75–80 µm (76 µm in the retrieval index; not directly verified)",
                    "Source": "S42"
                },
                {
                    "Sizing parameter": "Removal per cycle",
                    "Value": "7–25 µm",
                    "Source": "S42"
                },
                {
                    "Sizing parameter": "Centrifugal barrel vs vibratory, same work",
                    "Value": "15–45 min vs 4–24 h",
                    "Source": "S13"
                },
                {
                    "Sizing parameter": "Centrifugal disc deburr",
                    "Value": "about 2 h, auto-unload",
                    "Source": "S14, S15"
                }
            ]
        },
        {
            "caption": "How much burr can electrochemical deburring remove and what radius does it leave?",
            "columns": [
                "Parameter",
                "Conventional ECD",
                "Cross-hole study",
                "Source"
            ],
            "rows": [
                {
                    "Parameter": "Applied voltage",
                    "Conventional ECD": "12–24 V (DC supply 8–30 V)",
                    "Cross-hole study": "50–100 V",
                    "Source": "S6"
                },
                {
                    "Parameter": "Current density",
                    "Conventional ECD": "5–10 A/cm²",
                    "Cross-hole study": "30–200 A/cm²",
                    "Source": "S6"
                },
                {
                    "Parameter": "Interelectrode gap",
                    "Conventional ECD": "0.1–0.3 mm",
                    "Cross-hole study": "0.1–0.7 mm",
                    "Source": "S6"
                },
                {
                    "Parameter": "Time",
                    "Conventional ECD": "5–100 s",
                    "Cross-hole study": "—",
                    "Source": "S6"
                },
                {
                    "Parameter": "Typical cycle",
                    "Conventional ECD": "30–45 s; about 20 s multi-hole",
                    "Cross-hole study": "—",
                    "Source": "S6, S21"
                },
                {
                    "Parameter": "Electrolyte pressure",
                    "Conventional ECD": "0.3–0.5 MPa",
                    "Cross-hole study": "—",
                    "Source": "S6"
                },
                {
                    "Parameter": "Burr height removed",
                    "Conventional ECD": "up to 0.5 mm",
                    "Cross-hole study": "—",
                    "Source": "S6"
                },
                {
                    "Parameter": "Edge radius left",
                    "Conventional ECD": "R 0.05–0.2 mm (single secondary source — see note above)",
                    "Cross-hole study": "—",
                    "Source": "S6"
                }
            ]
        },
        {
            "caption": "What are the typical voltage and current density for electrochemical deburring?",
            "columns": [
                "Work material",
                "Electrolyte",
                "Source"
            ],
            "rows": [
                {
                    "Work material": "Carbon / low-carbon steel",
                    "Electrolyte": "5%–15% or 2%–2.5% NaNO3",
                    "Source": "S6"
                },
                {
                    "Work material": "Copper alloys",
                    "Electrolyte": "5%–15% NaNO3",
                    "Source": "S6"
                },
                {
                    "Work material": "Aluminium alloys",
                    "Electrolyte": "5%–20% NaNO3",
                    "Source": "S6"
                },
                {
                    "Work material": "Stainless steels",
                    "Electrolyte": "5% NaNO3 + 0.5% NaCl",
                    "Source": "S6"
                },
                {
                    "Work material": "Electrolyte supply pressure",
                    "Electrolyte": "0.3–0.5 MPa; tool gap 0.1–0.3 mm; tip overlap 1.5–2 mm",
                    "Source": "S6"
                }
            ]
        },
        {
            "caption": "How fast is a thermal energy method (TEM) cycle?",
            "columns": [
                "Parameter",
                "Value",
                "Source"
            ],
            "rows": [
                {
                    "Parameter": "Combustion temperature",
                    "Value": "2,500–3,500 °C, milliseconds",
                    "Source": "S3"
                },
                {
                    "Parameter": "Fuel gas",
                    "Value": "methane + oxygen, pressurized chamber",
                    "Source": "S3, S4"
                },
                {
                    "Parameter": "Cycle excluding load/unload",
                    "Value": "less than 1 minute; active burn < 1 s",
                    "Source": "S3, S1"
                },
                {
                    "Parameter": "Edge break",
                    "Value": "0.02–0.05 mm; over-burn can round to 0.05 mm",
                    "Source": "S1"
                },
                {
                    "Parameter": "Removed burr amount set by",
                    "Value": "gas volume, burr thickness, material heat-transfer rate, fuel-oxygen ratio",
                    "Source": "S3"
                }
            ]
        },
        {
            "caption": "Which materials are not suitable for thermal deburring?",
            "columns": [
                "Material",
                "Preferred methods",
                "Caution / limitation",
                "Source"
            ],
            "rows": [
                {
                    "Material": "Carbon / low-carbon steel",
                    "Preferred methods": "CNC tool, vibratory, ECD, TEM, chemical",
                    "Caution / limitation": "chemical bath needs stock-loss allowance",
                    "Source": "S6, S36"
                },
                {
                    "Material": "Stainless steel",
                    "Preferred methods": "vibratory, ECD, TEM, AFM",
                    "Caution / limitation": "chemical uses nitric acid; TEM leaves oxide to clean",
                    "Source": "S3, S38"
                },
                {
                    "Material": "Aluminium",
                    "Preferred methods": "plastic media, rotary brush, Flex-Hone, chemical (NaOH)",
                    "Caution / limitation": "TEM generally unsuitable; hard ceramic media can impinge a soft surface",
                    "Source": "S1, S38"
                },
                {
                    "Material": "Copper / brass",
                    "Preferred methods": "plastic / steel media, ECD, vibratory",
                    "Caution / limitation": "avoid aggressive ceramic on soft brass",
                    "Source": "S6, S10"
                },
                {
                    "Material": "Hardened steel / carbide",
                    "Preferred methods": "diamond brush, drag finishing, AFM, ECD",
                    "Caution / limitation": "needs fine abrasive (3–9 µm diamond)",
                    "Source": "S1, S16"
                },
                {
                    "Material": "Titanium",
                    "Preferred methods": "AFM, ECD, fine media",
                    "Caution / limitation": "low conductivity / reactivity needs a tuned electrolyte",
                    "Source": "S17"
                },
                {
                    "Material": "Rubber / elastomer",
                    "Preferred methods": "cryogenic + shot",
                    "Caution / limitation": "temperature must fall below the material Tg",
                    "Source": "S31"
                },
                {
                    "Material": "Plastic / nylon",
                    "Preferred methods": "cryogenic, fine brush, HPW",
                    "Caution / limitation": "TEM burns plastic; ECD impossible (non-conductive)",
                    "Source": "S19, S30"
                },
                {
                    "Material": "Die-cast metal",
                    "Preferred methods": "cryogenic (warm range), plastic media",
                    "Caution / limitation": "protect the porous cast skin before plating",
                    "Source": "S29, S51"
                }
            ]
        },
        {
            "caption": "What pressure does high-pressure water deburring typically use?",
            "columns": [
                "Source / equipment",
                "Pressure range",
                "Note"
            ],
            "rows": [
                {
                    "Source / equipment": "HPWD typical (S26)",
                    "Pressure range": "5,000–7,500 psi (34–52 MPa), up to 15,000 psi (103 MPa)",
                    "Note": "retrieval-index transcription, not directly verified; report BDX-613-2421 (1980) cited by DOI"
                },
                {
                    "Source / equipment": "Sugino JCC (S24)",
                    "Pressure range": "up to 50 MPa",
                    "Note": "CNC nozzle, cross / deep / tap holes"
                },
                {
                    "Source / equipment": "Sugino JDM (S25)",
                    "Pressure range": "up to 70 MPa",
                    "Note": "cross-holes, gears"
                },
                {
                    "Source / equipment": "PrecisionPro (S19)",
                    "Pressure range": "300–2,500 bar (30–250 MPa)",
                    "Note": "deburring tier — loose or light-adhering burrs only; firm burrs remain"
                },
                {
                    "Source / equipment": "Sinobakr (S27)",
                    "Pressure range": "5–50 MPa stepless",
                    "Note": "99% removal; 1–5 µm filtration; automotive parts"
                },
                {
                    "Source / equipment": "WOMA UHP (S55)",
                    "Pressure range": "up to 4,000 bar (400 MPa; 58,000 psi)",
                    "Note": "UHP pump ceiling — cutting / heavy-cleaning tier, not a deburring routine parameter"
                }
            ]
        },
        {
            "caption": "What is the minimum edge radius achievable by laser deburring?",
            "columns": [
                "Parameter",
                "Value",
                "Source"
            ],
            "rows": [
                {
                    "Parameter": "Laser source",
                    "Value": "5 kW diode / 5 kW Nd:YAG",
                    "Source": "S33, S35"
                },
                {
                    "Parameter": "Feed rate",
                    "Value": "up to 9 m/min",
                    "Source": "S33"
                },
                {
                    "Parameter": "Minimum achievable edge radius",
                    "Value": "about 0.55 mm (PDF not re-verified online)",
                    "Source": "S34"
                },
                {
                    "Parameter": "Edge forming capacity, high-strength steel",
                    "Value": "increased by more than 240%",
                    "Source": "S33"
                }
            ]
        },
        {
            "caption": "How do chemical and electrochemical deburring differ?",
            "columns": [
                "Process",
                "Driving force",
                "Typical cycle",
                "Where it works"
            ],
            "rows": [
                {
                    "Process": "Chemical deburring (electroless)",
                    "Driving force": "bath chemistry, no power",
                    "Typical cycle": "about 60 s",
                    "Where it works": ""
                },
                {
                    "Process": "Electrochemical deburring (ECD)",
                    "Driving force": "DC supply + targeted cathodes + electrolyte",
                    "Typical cycle": "20–45 s per cycle",
                    "Where it works": ""
                },
                {
                    "Process": "Terminology conflict",
                    "Driving force": "some pages call ECD chemical deburring",
                    "Typical cycle": "—",
                    "Where it works": ""
                },
                {
                    "Process": "Chemical solutions",
                    "Driving force": "acid or alkali per alloy",
                    "Typical cycle": "—",
                    "Where it works": ""
                }
            ]
        },
        {
            "caption": "Should deburring happen before or after anodizing?",
            "columns": [
                "Step",
                "Operation"
            ],
            "rows": [
                {
                    "Step": "1",
                    "Operation": "CNC machine to drawing dimensions"
                },
                {
                    "Step": "2",
                    "Operation": "Deburr and clean"
                },
                {
                    "Step": "3",
                    "Operation": "Pre-treatment (etch, de-smut)"
                },
                {
                    "Step": "4",
                    "Operation": "Anodize to specified type and thickness"
                },
                {
                    "Step": "5",
                    "Operation": "Dye (optional)"
                },
                {
                    "Step": "6",
                    "Operation": "Seal"
                },
                {
                    "Step": "7",
                    "Operation": "Inspect"
                }
            ]
        },
        {
            "caption": "How much of total part cost can deburring consume?",
            "columns": [
                "Source",
                "Share",
                "Scope"
            ],
            "rows": [
                {
                    "Source": "SpecForge / IQS (S39)",
                    "Share": "about 30%",
                    "Scope": "precision aerospace"
                },
                {
                    "Source": "SpecForge (S39)",
                    "Share": "15%–20%",
                    "Scope": "automotive"
                },
                {
                    "Source": "Ramachandran survey (S41, JMPT 44(1–2) 1994, DOI 10.1016/0924-0136(94)90033-7)",
                    "Share": "5%–15%",
                    "Scope": "average edge/surface finishing"
                },
                {
                    "Source": "Dingzhu / AFS (S43)",
                    "Share": "5%–12%",
                    "Scope": "castings"
                }
            ]
        },
        {
            "caption": "At what volume does CNC-integrated brush or Flex-Hone deburring pay off versus manual work?",
            "columns": [
                "Production volume",
                "Recommended approach",
                "Break-even logic",
                "Source"
            ],
            "rows": [
                {
                    "Production volume": "Prototype / one-off (< 50 pcs)",
                    "Recommended approach": "manual blade / file",
                    "Break-even logic": "no investment, flexible",
                    "Source": "S19"
                },
                {
                    "Production volume": "Small batch (about 50 pcs/month up)",
                    "Recommended approach": "CNC-integrated Flex-Hone / brush",
                    "Break-even logic": "break-even vs manual around 50 pcs/month",
                    "Source": "S19"
                },
                {
                    "Production volume": "Medium batch (hundreds)",
                    "Recommended approach": "vibratory / centrifugal batch finishing",
                    "Break-even logic": "labour cost per part drops above ~20 pcs/batch",
                    "Source": "S9"
                },
                {
                    "Production volume": "High volume (>10,000/day)",
                    "Recommended approach": "TEM or dedicated deburring system",
                    "Break-even logic": "one cycle hits all edges; high throughput",
                    "Source": "S19"
                },
                {
                    "Production volume": "Continuous flow (e.g. crankshafts)",
                    "Recommended approach": "linear continuous vibrator",
                    "Break-even logic": "under 1 min per part, 60+ pcs/h",
                    "Source": "S44"
                }
            ]
        },
        {
            "caption": "How does cryogenic deflashing affect part dimensions and surface?",
            "columns": [
                "Parameter",
                "Value",
                "Source"
            ],
            "rows": [
                {
                    "Parameter": "Machine cooling range",
                    "Value": "−130 °C to +50 °C; operating down to about −150 °C",
                    "Source": "S29, S30"
                },
                {
                    "Parameter": "Liquid nitrogen boiling point",
                    "Value": "about −196 °C",
                    "Source": "S30"
                },
                {
                    "Parameter": "EPDM glass-transition Tg",
                    "Value": "−55 °C",
                    "Source": "S31"
                },
                {
                    "Parameter": "SBR Tg",
                    "Value": "−40 °C",
                    "Source": "S31"
                },
                {
                    "Parameter": "NBR Tg",
                    "Value": "−30 °C",
                    "Source": "S31"
                },
                {
                    "Parameter": "Example batch",
                    "Value": "7 kg, −70 °C, 8 min, wheel 6,500 rpm, basket 20 rpm, 1.0 mm media",
                    "Source": "S28"
                }
            ]
        },
        {
            "caption": "What does automating deburring save on 20,000 pcs/month aluminium housings?",
            "columns": [
                "Item",
                "Basis",
                "Value"
            ],
            "rows": [
                {
                    "Item": "Monthly volume",
                    "Basis": "case input (S2)",
                    "Value": "20,000 pcs"
                },
                {
                    "Item": "Manual cycle",
                    "Basis": "case input (S2)",
                    "Value": "90 s/pc"
                },
                {
                    "Item": "Automated rotary brush cycle",
                    "Basis": "case input (S2)",
                    "Value": "22 s/pc"
                },
                {
                    "Item": "Original monthly machine time",
                    "Basis": "20,000 × 90 s ÷ 3,600",
                    "Value": "500 h"
                },
                {
                    "Item": "New monthly machine time",
                    "Basis": "20,000 × 22 s ÷ 3,600",
                    "Value": "122.2 h"
                },
                {
                    "Item": "Theoretical cycle-time saving",
                    "Basis": "500 − 122.2",
                    "Value": "377.8 h"
                },
                {
                    "Item": "Cycle reduction ratio",
                    "Basis": "(90 − 22) ÷ 90",
                    "Value": "75.6%"
                },
                {
                    "Item": "Defective pcs",
                    "Basis": "20,000 × 3.0% → × 0.2%",
                    "Value": "600 → 40 pcs"
                },
                {
                    "Item": "Reported labour saving / cost change",
                    "Basis": "source-reported (S2)",
                    "Value": "60 h/month; −8%"
                }
            ]
        },
        {
            "caption": "What does cross-hole deburring save on 15,000 pcs/month stainless valve bodies?",
            "columns": [
                "Item",
                "Basis",
                "Value"
            ],
            "rows": [
                {
                    "Item": "Monthly volume",
                    "Basis": "case input (S2)",
                    "Value": "15,000 pcs"
                },
                {
                    "Item": "Manual / new cycle",
                    "Basis": "case input (S2)",
                    "Value": "4.8 / 1.2 min per pc"
                },
                {
                    "Item": "Original monthly time",
                    "Basis": "15,000 × 4.8 min = 72,000 min; ÷ 60",
                    "Value": "1,200 h"
                },
                {
                    "Item": "New monthly time",
                    "Basis": "15,000 × 1.2 min = 18,000 min; ÷ 60",
                    "Value": "300 h"
                },
                {
                    "Item": "Labour time saving (theoretical, full load)",
                    "Basis": "1,200 − 300",
                    "Value": "900 h"
                },
                {
                    "Item": "Caliber note",
                    "Basis": "theoretical machine time vs reported capacity",
                    "Value": "reported +18% includes bottleneck/scheduling — not interconvertible"
                },
                {
                    "Item": "Cycle reduction ratio",
                    "Basis": "(4.8 − 1.2) ÷ 4.8",
                    "Value": "75%"
                },
                {
                    "Item": "Leak-failure pcs",
                    "Basis": "15,000 × 2.6% → × 0.3%",
                    "Value": "390 → 45 pcs"
                },
                {
                    "Item": "Failure reduction",
                    "Basis": "390 − 45",
                    "Value": "345 pcs (−88.5%)"
                },
                {
                    "Item": "Complaints",
                    "Basis": "source-reported (S2)",
                    "Value": "11 → 2 per quarter"
                }
            ]
        },
        {
            "caption": "How do the cross-hole deburring methods compare?",
            "columns": [
                "Method",
                "Reach mechanism",
                "Cycle",
                "Edge control",
                "Side effect",
                "Best fit",
                "Source"
            ],
            "rows": [
                {
                    "Method": "Flex-Hone",
                    "Reach mechanism": "flexible globes follow the bore to the intersection",
                    "Cycle": "short, CNC-integrable",
                    "Edge control": "plateau finish + radius",
                    "Side effect": "lowest cost; limited on very small or hard burrs",
                    "Best fit": "most general cross-holes",
                    "Source": "S19"
                },
                {
                    "Method": "ECD",
                    "Reach mechanism": "targeted cathode dissolves the burr",
                    "Cycle": "about 20 s, dozens of holes at once",
                    "Edge control": "R 0.05–0.2 mm, ±0.05 mm (single secondary source)",
                    "Side effect": "conductive parts only; workpiece-specific cathode",
                    "Best fit": "hydraulic valve bodies, multi-intersection",
                    "Source": "S6, S21"
                },
                {
                    "Method": "TEM",
                    "Reach mechanism": "gas fills every passage and burns every burr",
                    "Cycle": "< 1 s active, all locations",
                    "Edge control": "edge break 0.02–0.05 mm",
                    "Side effect": "oxide layer; thin-wall risk; not aluminium",
                    "Best fit": "complex hidden intersections, steel/stainless",
                    "Source": "S3, S19"
                },
                {
                    "Method": "AFM",
                    "Reach mechanism": "abrasive media forced through the passages",
                    "Cycle": "3–10 min per batch",
                    "Edge control": "uniform R 0.02–0.05 mm",
                    "Side effect": "slow, high cost, media fixturing",
                    "Best fit": "crisp critical intersections, high-value parts",
                    "Source": "S17, S23"
                },
                {
                    "Method": "HPW",
                    "Reach mechanism": "CNC nozzle aimed into the cross-hole",
                    "Cycle": "seconds per feature",
                    "Edge control": "removes loose burrs",
                    "Side effect": "firm burrs remain; drying needed",
                    "Best fit": "chips + loose burrs, deep/tap holes",
                    "Source": "S24, S19"
                },
                {
                    "Method": "Abrasive micro-blast",
                    "Reach mechanism": "blast nozzle into small bores; reaches holes down to 0.056 in",
                    "Cycle": "manual / automated",
                    "Edge control": "fine blasted texture",
                    "Side effect": "—",
                    "Best fit": "thin brittle burrs",
                    "Source": "S21"
                }
            ]
        }
    ]
}