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A Comprehensive Root Cause Analysis of Defective Welds in Chassis Assembly

Root Cause Analysis of Defective Welds in Chassis Assembly

Defective welds in chassis assembly are a serious problem in car manufacturing. These defects can weaken the structure of vehicles, leading to safety risks, higher repair costs, and potential recalls. Common causes of defective welds include poor material quality, wrong welding settings, equipment issues, operator mistakes, and lack of proper process controls. These defects can show up as cracks, incomplete joins, or weak connections, which can cause failures during vehicle operation, especially in tough conditions like accidents or rough roads.

Fixing this issue is crucial for ensuring product quality, keeping customers safe, and following regulations. A root cause analysis (RCA) using a fishbone diagram, also known as an Ishikawa diagram, can help identify and solve the underlying problems that lead to defective welds. This method breaks down the issue into key categories and helps track potential causes back to their source, allowing the team to focus on specific issues that need fixing.

By visualizing possible root causes in a fishbone diagram, teams can prioritize corrective and preventive actions (CAPA) more effectively. Corrective actions might include re-training workers, updating equipment maintenance plans, or changing process standards to ensure the best welding conditions. Preventive actions could involve stricter material inspections or real-time quality checks during welding. This structured approach not only fixes the immediate problem of defective welds but also helps create a stronger, quality-focused manufacturing process for the future.

Defective Welds in Chassis Assembly

    • Materials
      • Inconsistent Material Thickness
        • Supplier quality issues
        • Varying sheet metal thickness
      • Poor Quality Welding Wire
        • Corrosion or contamination
        • Substandard material quality
    • Machine/Equipment
      • Insufficient Clamping
        • Loose clamps during welding
        • Poor fixture design causing movement
      • Inadequate Heat Settings
        • Inconsistent welding parameters
        • Incorrect power or voltage applied
      • Malfunctioning Welding Equipment
        • Worn-out welding tips or electrodes
        • Out-of-calibration welding machines
    • Method
      • Insufficient Weld Inspection
        • Visual inspection errors
        • Not following inspection protocols
      • Lack of Pre-Cleaning
        • Grease, oil, or debris on surfaces
        • Failure to remove contaminants before welding
      • Improper Welding Technique
        • Inconsistent travel speed
        • Incorrect angle or position of welding torch
    • Environment
      • Temperature Fluctuations
        • Excessive heat leading to poor weld cooling
        • Cold environment affecting weld penetration
      • Welding in Poor Environmental Conditions
        • Dust or particles affecting weld quality
        • High humidity causing contamination
    • People
      • Overworked Labor
        • Rushed work affecting weld quality
        • Fatigue leading to mistakes during welding
      • Inexperienced Welders
        • Failure to adhere to standards and procedures
        • Lack of training in proper welding techniques
    • Measurement
      • Misalignment of Components
        • Lack of proper quality checks
        • Incorrect fixture alignment during measurement
      • Inaccurate Welding Parameters
        • Improper calibration of equipment
        • Wrong measurements for voltage/current

Suggested Actions Checklist

Here are some corrective actions, preventive actions and investigative actions that organizations may find useful:

    • Materials
      • Inconsistent Material Thickness
        • Corrective Actions:
          • Reject or replace inconsistent materials upon detection.
          • Review supplier quality standards and demand immediate corrective measures.
        • Preventive Actions:
          • Implement stringent incoming material inspections.
          • Standardize material specifications and communicate them clearly to suppliers.
        • Investigative Actions:
          • Analyze trends in material nonconformities from suppliers.
          • Conduct audits to identify gaps in supplier quality processes.
      • Poor Quality Welding Wire
        • Corrective Actions:
          • Replace contaminated or substandard wire immediately.
          • Clean or recondition corroded wires if feasible.
        • Preventive Actions:
          • Use quality-approved welding wire suppliers.
          • Ensure proper storage to avoid corrosion or contamination.
        • Investigative Actions:
          • Inspect storage conditions for welding wire at the facility.
          • Trace the batch history of poor-quality welding wire.
    • Machine/Equipment
      • Insufficient Clamping
        • Corrective Actions:
          • Tighten or replace loose clamps immediately.
          • Modify fixtures to prevent movement during welding.
        • Preventive Actions:
          • Design fixtures to ensure secure and consistent clamping.
          • Perform regular inspections and maintenance on clamps and fixtures.
        • Investigative Actions:
          • Evaluate fixture designs for mechanical deficiencies.
          • Conduct root cause analysis for clamp failures.
      • Inadequate Heat Settings
        • Corrective Actions:
          • Adjust welding machine parameters to optimal settings.
          • Reweld defective joints where permissible.
        • Preventive Actions:
          • Establish standard operating procedures for setting machine parameters.
          • Provide training on setting appropriate power and voltage levels.
        • Investigative Actions:
          • Analyze trends of weld defects due to parameter inconsistencies.
          • Check for operator errors or machine calibration issues.
      • Malfunctioning Welding Equipment
        • Corrective Actions:
          • Repair or replace worn-out welding tips, electrodes, or faulty machines.
          • Perform emergency recalibration of equipment.
        • Preventive Actions:
          • Implement a preventive maintenance schedule for welding machines.
          • Keep a record of machine calibration history.
        • Investigative Actions:
          • Review maintenance logs for signs of neglect or overdue checks.
          • Perform failure analysis on defective equipment.
    • Method
      • Insufficient Weld Inspection
        • Corrective Actions:
          • Reinspect welds using proper protocols and tools.
          • Address errors identified during visual inspections.
        • Preventive Actions:
          • Establish clear inspection protocols with checklists.
          • Provide training for inspectors on proper inspection methods.
        • Investigative Actions:
          • Audit the weld inspection process for procedural gaps.
          • Investigate instances of overlooked defects.
      • Lack of Pre-Cleaning
        • Corrective Actions:
          • Clean welding surfaces thoroughly before proceeding.
          • Remove grease, oil, and debris from components.
        • Preventive Actions:
          • Include cleaning steps in standard operating procedures.
          • Use appropriate cleaning agents and equipment for pre-weld cleaning.
        • Investigative Actions:
          • Check for deviations in pre-cleaning processes.
          • Identify root causes of contamination on welding surfaces.
      • Improper Welding Technique
        • Corrective Actions:
          • Correct operator technique by realigning the torch or adjusting speed.
          • Reweld sections where defects have been identified.
        • Preventive Actions:
          • Conduct periodic training and skill assessments for welders.
          • Use templates or guides to standardize torch positioning and speed.
        • Investigative Actions:
          • Monitor operator performance for technique consistency.
          • Review the adequacy of training programs.
    • Environment
      • Temperature Fluctuations
        • Corrective Actions:
          • Stabilize the environment with controlled heating or cooling.
          • Use post-weld heat treatments to address cooling issues.
        • Preventive Actions:
          • Install environmental controls in welding areas.
          • Monitor ambient temperature regularly to ensure consistency.
        • Investigative Actions:
          • Analyze temperature data during welding operations.
          • Check for changes in environmental conditions causing fluctuations.
      • Welding in Poor Environmental Conditions
        • Corrective Actions:
          • Remove contaminants from the environment before welding.
          • Pause welding operations during high humidity or dust conditions.
        • Preventive Actions:
          • Implement ventilation and dust control systems.
          • Schedule welding during optimal environmental conditions.
        • Investigative Actions:
          • Inspect welding zones for compliance with environmental standards.
          • Identify root causes of environmental contamination.
    • People
      • Overworked Labor
        • Corrective Actions:
          • Adjust work schedules to reduce overtime and allow adequate rest.
          • Redistribute tasks to balance workload among workers.
        • Preventive Actions:
          • Implement shift rotations and rest breaks.
          • Monitor and manage workloads effectively.
        • Investigative Actions:
          • Conduct surveys to identify worker fatigue levels.
          • Analyze trends in errors correlating with excessive workloads.
      • Inexperienced Welders
        • Corrective Actions:
          • Provide on-the-job training and mentoring to inexperienced welders.
          • Supervise welding processes closely until standards are met.
        • Preventive Actions:
          • Conduct regular training programs on welding techniques and standards.
          • Maintain a competency matrix for welders to match tasks with skill levels.
        • Investigative Actions:
          • Review welder certification and training records.
          • Investigate reasons for skill gaps among welding personnel.
    • Measurement
      • Temperature Fluctuations
        • Corrective Actions:
          • Realign and reseat components before welding.
          • Adjust fixtures to ensure proper alignment.
        • Preventive Actions:
          • Use jigs and tools designed for accurate alignment.
          • Train operators on proper alignment techniques.
        • Investigative Actions:
          • Check fixture design for alignment-related flaws.
          • Analyze historical misalignment trends and corrective actions.
      • Inaccurate Welding Parameters
        • Corrective Actions:
          • Recalibrate equipment to ensure accurate settings.
          • Adjust voltage/current parameters for optimal performance.
        • Preventive Actions:
          • Implement periodic calibration schedules.
          • Use equipment with automated parameter settings to minimize errors.
        • Investigative Actions:
          • Review equipment calibration logs for irregularities.
          • Examine operator understanding of welding parameter setup.
 

Who can use the Defective Welds in Chassis Assembly template?

  • Welding Technicians and Engineers: They can learn how factors like equipment settings and materials affect weld quality, helping them avoid common defects.
  • Quality Control and Inspection Teams: These teams can improve their inspection techniques and monitoring to catch defects before vehicles leave the production line.
  • Production Managers: By understanding the root causes of defective welds, managers can improve production workflows and ensure that teams have the right training and resources.
  • Design and Manufacturing Engineers: They can learn how weld quality affects the overall performance and reliability of chassis, allowing them to design better components.
  • Maintenance Teams: Knowing that defective welds may come from equipment issues helps these teams schedule better preventive maintenance for welding machines.
  • Supply Chain and Procurement Teams: They can understand the importance of sourcing high-quality materials to prevent weld defects, leading to better supplier selection and material inspections.

Why use this template?

Using ProSolvr can significantly enhance how we manage defective welds in chassis assembly. This template assists teams in identifying the root causes of welding issues and offers practical solutions. When combined with Six Sigma principles, it makes the process more organized and efficient. ProSolvr helps teams monitor key performance metrics, identify areas for improvement, and recommend specific corrective and preventive actions. Ultimately, this leads to better weld quality and improved overall efficiency in the manufacturing process.

Use ProSolvr by smartQED to efficiently analyze and resolve issues in your automotive manufacturing plant for improved outcomes.

Curated from community experience and public sources:

  • https://esabindia.com/in/ind_en/esab-university/blogs/common-weld-defects-found-in-the-automotive-industry/
  • https://www.irjet.net/archives/V6/i9/IRJET-V6I929.pdf