Predictive Maintenance Using FMECA Method and NHPP Models

  title={Predictive Maintenance Using FMECA Method and NHPP Models},
  author={Nishit Kumar Srivastava and Sandeep Mondal},
Most of predictive maintenance technologies are inaccessible to small scale and medium scale industries due to their demanding cost. This paper proposes a predictive maintenance policy using failure mode effect and criticality analysis (FMECA) and non-homogeneous Poisson process (NHPP) models which require minimal use of advanced monitoring technologies and sophisticated data acquisition systems. Most of the repairable systems show long term reliability degradation with repeated overhauls. Here… 
Development of Framework for Predictive Maintenance in Indian Manufacturing Sector
Every machine degrades with time and requires maintenance. Among all types of maintenance policies, predictive maintenance is established as the best form of maintenance policy as numerous benefits
Internet of Things and Neural Network Based Energy Optimization and Predictive Maintenance Techniques in Heterogeneous Data Centers
....................................................................................................... xi Chapter One – Introduction


Imperfect predictive maintenance model for multi-state systems with multiple failure modes and element failure dependency
  • C. Tan, N. Raghavan
  • Business
    2010 Prognostics and System Health Management Conference
  • 2010
The objective of this study is to develop a practical statistical model for imperfect predictive maintenance based scheduling of multi-state systems (MSS) with reliability dependent elements and
A framework to practical predictive maintenance modeling for multi-state systems
Predictive maintenance policy based on process data
Continuous-time predictive-maintenance scheduling for a deteriorating system
A predictive-maintenance structure for a gradually deteriorating single- unit system (continuous time/continuous state) and shows its adaptability to different possible characteristics of the maintained single-unit system.
MAFMA: multi‐attribute failure mode analysis
The aim of this paper is to develop a new tool for reliability and failure mode analysis by integrating the conventional aspects of the popular failure mode and criticality analysis (FMECA) procedure
Predictive maintenance techniques and their relevance to construction plant
The construction industry relies increasingly on profits generated from high utilisation of mechanisation. Interruption of this mechanical supply not only incurs the “tangible” costs of labour,
Statistically Planned and Individually Improved Predictive Maintenance Management for Continuously Monitored Degrading Systems
The current study demonstrates the possibility of partially applying the emerging PdM techniques in the widely used SLD-based PM policy in a (approximately) theoretically effective manner.