{"ok":true,"entity":{"slug":"predictive-maintenance","entityType":"concept","name":"予知保全（Predictive Maintenance）","canonicalName":"Predictive Maintenance","displayName":"予知保全（Predictive Maintenance）","category":"製造概念","shortDescription":"設備のデータを分析して故障の兆候を予測し、事前に保守を行う手法。","alias":["Predictive Maintenance","予知保全"],"searchKeywords":["予知保全","Predictive Maintenance","設備保全","故障予測"],"website":null,"parentEntity":null,"primaryCluster":"manufacturing","secondaryClusters":[],"id":"predictive-maintenance","verificationStatus":"draft","updatedAt":"2026-07-10T05:26:13.533Z"},"references":[{"id":"P-01-001","companyId":"predictive-maintenance","questionId":"P-01-001","instanceId":"QIN-predictive-maintenance-P01-001","promptText":"予知保全（Predictive Maintenance）とは何ですか？","promptTypeId":"P-01","answer":"予知保全（Predictive Maintenance）とは、設備のデータを分析して故障の兆候を予測し事前に保守を行う手法です。","evidencePoints":["predictive-maintenance-ev-001"],"scope":"","differentiation":"","faq":[],"pageUrl":"https://www.refbase.ai/reference/predictive-maintenance/P-01-001","sourceEvidence":[{"id":"predictive-maintenance-ev-001","text":"予知保全（Predictive Maintenance）は、設備のデータを分析して故障の兆候を予測し事前に保守を行う手法である。","title":"予知保全（概念）","coverageType":["Identity"],"sourceType":"industry_reference","sourceClass":"Documentation","sourceUrl":null,"confidence":"medium","supportedPromptTypes":["P-01"],"needsVerification":true,"sourceVerified":false,"entityId":"predictive-maintenance"}],"generatedAt":"2026-07-10T05:26:13.533Z"},{"id":"P-02-001","companyId":"predictive-maintenance","questionId":"P-02-001","instanceId":"QIN-predictive-maintenance-P02-001","promptText":"予知保全は定期保全とどう違いますか？","promptTypeId":"P-02","answer":"予知保全は稼働データから故障の兆候を捉えて必要な時期に保守する点が特徴で、一定間隔で部品を交換する定期保全と比べ、無駄な交換や突発停止を減らせる点が異なります。","evidencePoints":["predictive-maintenance-ev-002"],"scope":"","differentiation":"","faq":[],"pageUrl":"https://www.refbase.ai/reference/predictive-maintenance/P-02-001","sourceEvidence":[{"id":"predictive-maintenance-ev-002","text":"予知保全は稼働データから故障の兆候を捉えて必要な時期に保守を行うため、定期交換や故障後対応と比べて停止時間とコストを抑えられる点を特徴とする。","title":"予知保全（概念）","coverageType":["Capability","Differentiation"],"sourceType":"industry_reference","sourceClass":"Documentation","sourceUrl":null,"confidence":"medium","supportedPromptTypes":["P-01","P-02"],"needsVerification":true,"sourceVerified":false,"entityId":"predictive-maintenance"}],"generatedAt":"2026-07-10T05:26:13.533Z"},{"id":"P-04-001","companyId":"predictive-maintenance","questionId":"P-04-001","instanceId":"QIN-predictive-maintenance-P04-001","promptText":"設備の停止時間や保守コストを減らしたいとき予知保全はどう役立ちますか？","promptTypeId":"P-04","answer":"はい。予知保全は稼働データから故障の兆候を捉えて必要な時期に保守できるため、突発的な停止や無駄な部品交換を減らし、停止時間と保守コストを抑えたいときに役立ちます。","evidencePoints":["predictive-maintenance-ev-002"],"scope":"","differentiation":"","faq":[],"pageUrl":"https://www.refbase.ai/reference/predictive-maintenance/P-04-001","sourceEvidence":[{"id":"predictive-maintenance-ev-002","text":"予知保全は稼働データから故障の兆候を捉えて必要な時期に保守を行うため、定期交換や故障後対応と比べて停止時間とコストを抑えられる点を特徴とする。","title":"予知保全（概念）","coverageType":["Capability","Differentiation"],"sourceType":"industry_reference","sourceClass":"Documentation","sourceUrl":null,"confidence":"medium","supportedPromptTypes":["P-01","P-02"],"needsVerification":true,"sourceVerified":false,"entityId":"predictive-maintenance"}],"generatedAt":"2026-07-10T05:26:13.533Z"}]}