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Condition-Based Maintenance

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Embedded Fiber-Optic Sensing

PARC is working to commercialize a cost-effective solution for embedded high-fidelity, real-time battery sensing to provide unprecedented accuracy in measuring State of Charge (SoC) and State of Health (SoH).

Automated System Fault Modeling

PARC’s cloud-based fault analysis technology can automatically augment system models with a comprehensive list of fault modes and reason about how they affect system performance. Through automated fault analysis this tool suite gives system designers and engineers the insight of reliability experts.  It condenses design cycles and lowers development costs, allowing manufacturers to converge rapidly on a set of highly resilient system designs.

Forging ahead on efficiency and safety with condition-based maintenance technology

JR East was in search of true innovation to ensure their trains continue to run reliably each and every day for their passengers.

2017

2016

Diagnosing PARC's Refrigerator Benchmark with Data-Driven Methods}

The 27-th International Workshop on Principles of Diagnosis: DX-2016

4 October 2016

Condition Based Maintenance

1 January 2016

The reliability of fielded infrastructure systems is increasingly becoming a major concern as they age and operational budgets to maintain them get stretched.  PARC’s CBM technology suite empowers engineers, operators, and maintenance personnel to improve the reliability and maintainability of critical systems.

2015

Embedded Fiber Optic Sensors for In Situ and In-Operando Monitoring of Advanced Batteries

Proceeding for Material Research Society Fall Meeting 2014

24 April 2015

2014

A Self-Aware Machine Platform in Manufacturing Shop Floor Utilizing MTConnect Data

Annual Conference of the Prognostics and Health Management Society 2014

1 October 2014

A Simulation and Modeling based Reliability Requirement Assessment Methodology

26th International Conference on Design Theory and Methodology (DTM)

17 August 2014

Model-Based Approach for Optimal Maintenance Strategy

Second European Conference of the Prognostics and Health Management Society 2014

8 July 2014

Automatic Systems Diagnosis Without Behavioral Models

IEEE Aerospace Conference

1 March 2014

2013

Online reconfigurable machines

AI Magazine

Fall 2013

Automated fault detection in violation enforcement cameras within electronic toll collection systems

International IEEE Conference on Intelligent Transportation Systems

6 October 2013

Continuous state estimation for heterogeneous Hadoop clusters

To be presented at the International Workshop on Principles of Diagnosis: DX-2013

19 August 2013

Algorithm design for automated transportation camera image and video quality check modules

SPIE Conference on Electronic Imaging - Video Surveillance and Transportation Imaging Applications

3 February 2013

2012

Detection of scene obstructions and persistent view changes in transportation camera systems

IEEE Conference on Intelligent Transportation Systems 2012

16 September 2012

Reference image-independent fault detection in transportation camera systems for nighttime scenes

IEEE Conference on Intelligent Transportation Systems 2012

16 September 2012

2011

Online planning for a material control system for liquid crystal display manufacturing

21st International Conference on Automated Planning and Scheduling (ICAPS)

11 June 2011

System-level reliability analysis for conceptual design of electrical power systems

Conference on Systems Engineering Research (CSER) 2011

15 April 2011

2010

Intelligent Automation

31 December 2010

PARC’s integrated planning + control platform (“Plantrol”) enables enterprises in a number of industries to build modular systems that operate intelligently for higher flexibility and availability, with shorter development and testing timeframes than traditional automation approaches.

Diagnosis with incomplete models: diagnosing hidden interaction faults

Qualitative Reasoning Workshop (QR 2010)

8 August 2010

Pervasive diagnosis

IEEE Transactions on Systems, Man and Cybernetics - A

September 2010