Risk Mitigation Strategy Using House of Risk and Root Cause Analysis for Hammer Mill Failure

Background: In the animal feed manufacturing industry, machine reliability is essential for uninterrupted operations. Specific Background: PT XYZ, a poultry feed producer, experiences production inefficiencies due to frequent Hammer Mill failures. Knowledge Gap: Despite the critical role of machine reliability, limited studies address risk prioritization and mitigation strategies using integrative methods in this context. Aim: This study aims to identify and mitigate the dominant risk factors contributing to Hammer Mill failures through a structured risk management approach. Results: Using the House of Risk (HOR) Phase 1, five major risk agents were identified based on their Aggregate Risk Potential (ARP): lack of routine maintenance (ARP 1496), overused components (ARP 1080), foreign particle contamination (ARP 861), voltage fluctuations (ARP 510), and machine overload (ARP 432). Root Cause Analysis (RCA) traced the origin of these risks, and HOR Phase 2 prioritized mitigation actions using the Effectiveness to Difficulty Ratio (ETD). Novelty: The study integrates HOR and RCA to offer a quantitative and root-focused risk management framework. Implications: The proposed preventive maintenance scheduling system, identified as the most effective mitigation strategy, provides a replicable model for reducing downtime and enhancing production efficiency in industrial settings. Highlights: Identifies key risk factors causing machine failure. Combines HOR and RCA for effective mitigation. Proposes a preventive maintenance system to reduce downtime. Keywords: Hammer Mill, Risk Management, Root Cause Analysis, House of Risk, Preventive Maintenance

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Publication Details

Journal
Indonesian Journal of Innovation Studies
Published
2025-08-01
DOI
https://doi.org/10.21070/ijins.v26i4.1595
Primary Topic
Mineral Processing and Grinding
Type
article
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article

Risk Mitigation Strategy Using House of Risk and Root Cause Analysis for Hammer Mill Failure

Rusindiyanto Rusindiyanto, Attila Daffa Riyadi
Indonesian Journal of Innovation Studies
Mineral Processing and Grinding
article

Risk Mitigation Strategy Using House of Risk and Root Cause Analysis for Hammer Mill Failure

Rusindiyanto Rusindiyanto, Attila Daffa Riyadi
article en

Abstract

Background: In the animal feed manufacturing industry, machine reliability is essential for uninterrupted operations. Specific Background: PT XYZ, a poultry feed producer, experiences production inefficiencies due to frequent Hammer Mill failures. Knowledge Gap: Despite the critical role of machine reliability, limited studies address risk prioritization and mitigation strategies using integrative methods in this context. Aim: This study aims to identify and mitigate the dominant risk factors contributing to Hammer Mill failures through a structured risk management approach. Results: Using the House of Risk (HOR) Phase 1, five major risk agents were identified based on their Aggregate Risk Potential (ARP): lack of routine maintenance (ARP 1496), overused components (ARP 1080), foreign particle contamination (ARP 861), voltage fluctuations (ARP 510), and machine overload (ARP 432). Root Cause Analysis (RCA) traced the origin of these risks, and HOR Phase 2 prioritized mitigation actions using the Effectiveness to Difficulty Ratio (ETD). Novelty: The study integrates HOR and RCA to offer a quantitative and root-focused risk management framework. Implications: The proposed preventive maintenance scheduling system, identified as the most effective mitigation strategy, provides a replicable model for reducing downtime and enhancing production efficiency in industrial settings. Highlights: Identifies key risk factors causing machine failure. Combines HOR and RCA for effective mitigation. Proposes a preventive maintenance system to reduce downtime. Keywords: Hammer Mill, Risk Management, Root Cause Analysis, House of Risk, Preventive Maintenance

Indonesian Journal of Innovation StudiesVol. 26(4)
University of Pembangunan Nasional Veteran Jawa Timur (ID)
Openalex Percentile: Top 80%
Mineral Processing and Grinding
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Risk Mitigation Strategy Using House of Risk and Root Cause Analysis for Hammer Mill Failure — Rusindiyanto Rusindiyanto, Attila Daffa Riyadi · Indonesian Journal of Innovation Studies (2025) | TGRS Research Map | TGRS