9 Ways Reliability is Green Engineering

By Fred Schenkelberg

September 14, 2021 / 9am Pacific Time

Products that are reliable are also green. This is a rather simple argument as if an item is designed and built well, it lasts a long time, thus avoiding the landfill. When living in northern Bavaria years ago, the apartment came with a full bedroom set. The entire set was both beautiful and functional. When asked about the furniture, I learned it was over 300 years old.

Products that are long-lasting not only avoid the landfill, but they also avoid the expense of replacement or repair, thus consuming fewer resources over their lifetime. The logic connecting reliability and products that minimize their environmental impact may also include ease of repair, simplicity of upgrading, the accuracy of troubleshooting, resilience to stress changes, availability of replacement parts, and more.

Visit a vehicle scrap yard to witness the impact of ‘getting a new car’ has on the environment. Let’s explore the many ways creating a reliable product is beneficial to the environment.

Developing World Class Maintenance Strategy

By Terry Harris

September 14, 2021 / 8am Pacific Time

$45

A Reliable Process Solutions 1-hour webinar event focused on providing you with practical content to improve your reliability program today.

This webinar includes a presentation and discussion on:

• Why do we need a strategy
• Areas to consider in developing a reliability strategy
• Review Sample Strategy Areas
• How can these strategies help you achieve your goals

Sign up is direct with Reliable Process Solutions. After payment they will forward the link for the GotoWebinar event or provided access to the recording. There are also options to buy bundles of webinars (3 for $135, 6 for $215 and all 12 in 2021 for $335. You determine which 3 or 6 topics you’d like to include in your bundle.

Reliability Life Models … How do You Describe Your System Dying?

By Chris Jackson

September 28, 2021 / 8am Pacific Time

OK … that is a little macabre. But reliability engineers need to ask themselves this question a lot. And they are a lot of wrong answers out there. Some textbooks say that it is ‘commonly accepted’ to use this thing called the exponential distribution. Other textbooks say that if the ‘Weibull shape parameter is 6 or greater … redesign!’ Do you have any idea what this means? If not, this webinar will be a nice little introduction for you!

Preventing Thermal & Vibration Failures in Electronic Equipment Overview

By Steve Carlson

September 1, 2021 / 8:30-11:30am Pacific Time

$300

This 3-hour webinar by Steve Carlson, which costs $300, is an overview of his 2-day seminar and will focus on these three topics:

• To understand how variations in coefficients of thermal expansion (CTE) can affect the magnitude of the displacements, forces, and stresses that are developed in electronic assemblies during thermal cycling environments and how these factors affect fatigue life.

• To understand how resonant conditions can affect dynamic displacements, forces and stresses in electronic assemblies during different sine and random vibration environments.

• To understand the concept of “damage accumulation” and how it can be used to determine the approximate fatigue life of various electronic assemblies due to different combinations of fatigue accumulated in thermal cycling and vibration environments.

How Visions AIPSM brings Pipeline Integrity Management and Safety Management Systems (API 1173) together

By Mike Marshall

September 2, 2021 / 8am Pacific Time

𝗪𝗵𝗮𝘁 𝘁𝗼𝗽𝗶𝗰𝘀 𝘄𝗶𝗹𝗹 𝗯𝗲 𝗱𝗶𝘀𝗰𝘂𝘀𝘀𝗲𝗱 𝗱𝘂𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝘄𝗲𝗯𝗶𝗻𝗮𝗿:

• Leveraging AIPSM to address API 1173 as well as other compliance requirements
• AIPSM as a hybrid management system coupling AIM with pipeline SMS (PSMS)
• Categorizing, prioritizing, and risk ranking by economic loss and pipeline safety impacts
• Identifying and addressing risks for safety-critical operations
• Demonstrating program effectiveness and maturity through use of AIPSM KPI’s

Bulletproof CAPA Process: How to do it Right?

By Yuval Shapiro

September 2, 2021 / 10am Pacific Time

$150

The purpose of this webinar is to present what are the requirements for a robust CAPA process.

The webinar shall provide tools and examples of how to analyze and identify a root-cause and provide a mechanism to mitigate them. Also, the webinar shall provide insights into how to manage CAPA in a daily manner.

Areas Covered in the Session:

• Corrections, Corrective Actions, and Preventive Actions
• Sources for CAPA
• Root-cause Analysis
• CAPA Management

Oil Cleanliness, Part 1 – ISO Codes and Setting Targets

By Evan Zabawski

September 2, 2021 / 11am Pacific Time

Brought to you by The Maintenance Community Slack Group.

Launch a successful predictive maintenance program

By Mohamed Abuali, Ph.D and Kelly Knepley

September 2, 2021 / 11am Pacific Time

Learning objectives:

• How to make the business case for predictive maintenance
• Understanding and introducing Industry 4.0 tools, including condition monitoring and industrial analytics
• Learning practical aspects of launching an Industry 4.0 and predictive maintenance program in a global manufacturing company
• How to structure a predictive maintenance program, manage through the challenges and ensure long-term success.

5-Why DOs and DON’Ts

September 3, 2021  / 8am Pacific Time

A widely known tool that is regularly misused.

An accurate 5-Why provides a simple way to start a cause-and-effect analysis.  This Webinar covers some important DOs and DON’Ts that will explain how the technique is confused and how it should be used.  Topics will include:

• 5-Why Basics and Benefits

• Drawbacks and Misuse of a 5-Why

• Does a 5-Why align with a Cause Map®?

PCB Microsectioning, Analysis of Failure & Quality Standards

By Bob Willis

September 6, 2021 / 6:30-8am Pacific Time

$60 for members / $85 non-members

Understanding the value and production of a microsection is a very valuable skill and a cost-effective way of assessing PCB defects, component failures or solder joint quality. Understanding the steps in producing a section can be an invaluable tool in failure analysis. An understanding of sectioning materials makes it easier to define what is required when working with an outside laboratory.

Microsection assessment is also an important skill when looking at suppliers testing facility or interpreting results from you PCB supplier during process audits.

Death By CAPA – Does your CAPA Program Need a CAPA?

By Susanne Manz

September 7, 2021 / 10-11:30am Pacific Time

$150

CAPA is the foundation of an effective Quality Management System. Yet, many companies suffer from Death by CAPA – a slow, bureaucratic, ineffective CAPA process.

Not only do they fail to achieve necessary improvements, they waste precious time and resources.

This webinar will help you avoid identify the symptoms of this common problem. Learn how to avoid those struggles and establish an efficient and effective CAPA process leading to improved quality and compliance for your company.

Failure is Never an Option – A Deep Dive into Failure Analysis

By Nathan Blattau, Greg Smith, and Jasbir Bath

September 7, 8, 9, & 10, 2021 / 12:15-1:30pm Pacific Time

Free for members / $25 non-members

• Tuesday, September 7^th
  • Presenter: Nathan Blattau, Ansys; Microvia Reliability and Manufacturing Challenges
• Wednesday, September 8^th
  • Presenter: Greg Smith, BlueRing Stencils; Eliminating both External Quality Costs and Appraisal Costs by Mitigating Intermittent Failures from Head-on-Pillow (HoP) Defects
• Thursday, September 9^th
  • Presenter: Jasbir Bath, Koki Solder America; Failure Analysis Case Studies on Solder De-Wetting for Electronics Products and Trends in Component Packaging and Potential Reliability Impacts
• Friday, September 10th – PANEL DISCUSSION

Additive Manufacturing for Planar Magnetics

By Dr. Patrick McCluskey

September 9, 2021 / 8am Pacific Time

There are strong incentives to reduce the size of advanced power electronics. Reduced system size often lowers parasitic losses, system weight, and system cost. Two items significantly limiting such reductions in size, however, are the following: 1) the dimension of magnetic devices such as transformers; and 2) the size of the cooling system, including heat sinks, required to dissipate the heat generated in the transformer windings.

This webinar will discuss an advanced transformer configurations that allows for significant volume reduction by using additive manufacturing (AM) to deposit planar transformer windings on a thermally conductive combined-core-and-coil (C3) cooler substrate. The candidate material of the C3 cooler is ceramic, as it needs to be electrically insulating but thermally conductive. Windings are deposited on this cooler substrate by syringe printing and sintering of nano-silver (nano-Ag) and other conductive pastes, making the design flexible and sustainable. This paper will also detail the effect of the sintering process times and temperatures on electrical resistivity and adhesive bonding strength. Microstructural evolution in the sintered paste will also be addressed.

Better Accelerated Testing

By Dr. Wayne Nelson

September 9, 2021 / 9am Pacific Time

Many materials and products degrade slowly and fail after a long time under normal use conditions. Usually tests under such conditions cannot run long enough to yield useful reliability information. Accelerated tests quickly yield such information. Run at high stress (mechanical load, temperature, etc.), specimens degrade and fail sooner. Then product life at use stress levels is estimated with a model fitted to the high stress data as described by Nelson (2004) and Meeker, Escobar, and Pascual (2021).This talk describes recent advances in statistical models and data analyses and plots for accelerated tests. Using these advances, scientists and engineers can run faster tests that are more informative and accurate.

Creating Optimal Sampling Plans

By Yuval Shapiro

September 9, 2021  / 10am Pacific Time

$150

A sampling plan is a term widely used in research studies that provide an outline on the basis which of research is conducted. It tells which category is to be surveyed, what should be the sample size and how the respondents should be chosen out of the population.

The purpose of this webinar is to present to the listener the importance of creating a statistically based sampling plan and, how to present those in viable protocols.

To Measure is to Know

By Keith Rogers and Linus Hakimattar

September 9, 2021 / 10am Pacific Time

The webinar begins with the current state of asset information, the price companies pay in terms of value leakage and higher risk, and why companies need to change their approach in the way they manage it. We will focus on the need to measure and report the quality of asset information. The premise is that you can’t improve it if you don’t measure it. We’ll discuss the dimensions of information quality, as proposed by the Institute for Asset Management and what exactly to measure. We will discuss how it enables SMRP’s Body of Knowledge.

Driving Asset Availability Through Cost-Effective Maintenance Strategies

By Susan Lubell

September 9, 2021  / 11am Pacific Time

Brought to you by The Maintenance Community Slack Group.

Introduction to Cause Mapping® – Effective Root Cause Analysis

September 10, 2021  / 8am Pacific Time

Applied Statistics, with Emphasis on Risk Management in R&D, QA/QC, and Manufacturing

By John N Zorich

September 14, 2021 / 8am-2pm Pacific Time

$545

The Virtual Seminar explains how to apply statistics to manage risks and verify/validate processes in R&D, QA/QC, and Manufacturing, with examples derived mainly from the medical device design/manufacturing industry. The flow of topics over the 6 hours is as follows:

• ISO standards and FDA/MDD regulations regarding the use of statistics
• Basic vocabulary and concepts, including distributions such as binomial, hypergeometric, and Normal, and transformations into Normality
• Statistical Process Control
• Statistical methods for Design Verification
• Statistical methods for Product/Process Qualification
• Metrology: the statistical analysis of measurement uncertainty, and how it is used to establish QC specifications
• How to craft “statistically valid conclusion statements” (e.g., for reports)
• Summary recommendations

Reliability Physics: How to Field Reliable Products

By Dr. Abhijit Dasgupta

September 14, 2021 / 8:30-11:30am Pacific Time

$300

This course offers an introductory understanding of some of the key engineering design principles and accelerated test techniques needed to develop reliable electronic products. Participants are presented with various reliability physics methods to design and test for reliability.

Participants will….

• Learn how/why products really fail and understand key methods to make products sufficiently reliable

• Become acquainted with the degradation modes and mechanisms associated with various electronic devices and assemblies

• Determine the stresses associated with the qualification of reliable electronic equipment and examine techniques to address reliability problems

• Investigate the usage and applicability of reliability standards and handbooks

Controlling Human Error in the Manufacturing Floor

By Ginette Collazo

September 14, 2021 / 10-11:30am Pacific Time

$150

Human error is known to be the major cause of quality and production losses in many industries.

Although it is unlikely that human error will ever be totally eliminated, many human performance problems can be prevented. Human errors start at the design stage. From procedures, training, and workplace environment many variables that affect human behavior CAN be manipulated reducing the likelihood of these occurrences.

To work with these challenges it is really important to understand human behavior and the psychology of error as well as understand exactly where the systems weaknesses are, so they can be improved and/or fixed. This course offers practical approaches and models to address human performance issues in GMP related environments by using a specific methodology to correct, prevent and avoid re-occurrence of these issues.

Cost of Quality from Theory to Implementation

By Yuval Shapiro

September 14, 2021 / 10am Pacific Time

$150

How could one assess the effectiveness of a Quality Management System? The best way to do that, is by using the ultimate transfer unit: MONEY!

The purpose of a firm is to make Money, the purpose of a QMS is to enable the firm to produce, and therefore – generate money with minimum losses that are reflected by failures.

The principles are known, but it is done? This lecture will give the listener the basic know-how to establish a Cost of Quality mechanism to a company: Easy to gather data, easy to implement and easy support!

Using Weibull Analysis for Fine-Tuning RCM Decisions

By Jesus Sifonte

September 14, 2021 / 3pm Pacific Time

Brought to you by The Maintenance Community Slack Group.

What Happens After the Alignment?

By Michael Ciocys and Chelsea Fiegel

September 15, 2021  / 8am Pacific Time

Optimal machine health doesn’t end with alignment. Alignment processes should include post-monitoring to protect the asset and confirm a proper alignment. Post alignment technologies help you maintain machine health by monitoring the ongoing condition of your assets.

Alignment is only half of the job; consistent uptimes require collecting data to empower teams to assess condition and take action. In this webinar, learn how to reduce downtime, save maintenance costs, and extend peak performance with data analytics and expert service response. Elongate the life of your machines with these tips, tricks, and technologies from Fluke Reliability alignment experts, Mike Ciocys, Technical Service & Support Manager and Chelsea Fiegel, Service Sales Leader.

Join us for this webinar if you and your organization wish to reduce downtime, save maintenance costs, and extend peak performance with data analytics and expert service response.

Sample Size Determination for Design Validation Activities

By Steven Wachs

September 16, 2021  / 10-11:30am Pacific Time

$150

Sample sizes have a significant impact on the uncertainty in estimates of key process performance characteristics. To have high confidence in results, sufficient sample sizes must be used.

Potential problems should be uncovered during Design Validation, prior to launching a product. Failure to do so may result in customer dissatisfaction, excessive warranty, costly recalls, or litigation.

Participants in the webinar will be able to understand the impact of sample sizes on the results from various statistical analysis methods commonly used during Design Validation.

Statistical Methods for Process Validation

By Heath Rushing

September 16, 2021  / 10am Pacific Time

$150

This course will focus on teaching how to efficiently and effectively apply recommended statistical methods and tools to process validation. Using hands-on exercises (complete with realistic process data), participants will learn how to apply these tools, interpret results, and draw meaningful conclusions throughout Installation Qualification (IQ), Operational Qualification (OQ), and Performance Qualification (PQ).

Evaluation of Post-Consumer Recycled (PCR) Plastics in Consumer Electronics Systems

By Dr. Rashed Islam

September 16, 2021  / 12pm Pacific Time

Plastics are a versatile class of materials which can be found in products ranging from single-use packaging to components used in automotive and durable goods. Unfortunately, plastics are also identified as an environmental pollutant due to inadequate recycling rates and poor end-of-life waste management. One of Google Hardware’s (HW) sustainability goals is to implement post-consumer recycle (PCR) materials in all HW products. According to the EPA, recycled plastics account for far less environmental impact than their virgin counterparts. Studies suggest recycled plastics contain over 25% fewer greenhouse/carbon gas emissions than virgin resins.

To meet the sustainability target, reliability studies were carried out to correlate the mechanical properties of PCR polycarbonates (PC) and corresponding system level reliability performance. In this presentation, we will show the effect of molding conditions, % PCR content, melt flow rate and various secondary processes on the mechanical properties of PCR along with a fractography analysis. Finally, we will try to answer the question “Can Recycled Plastics be used in consumer hardware?” Although there are many factors associated with completely answering this question, the factor which we will be evaluating in this presentation is “Strength”.

How Detailed Should a Root Cause Analysis Be?

September 17, 2021  / 8am Pacific Time

Do you want to see the forest or the trees? One of the questions we get often is, “How much detail is enough for my root cause analysis?” If there’s not enough detail, it’s easy to miss important elements within the incident. With too much detail, the investigation will get bogged down with trivial issues – wasting time and frustrating those involved.

Because problems in your organization are different severities, different problems need to be worked at different levels. If your company has a one size fits all approach, you will under analyze some problems and overanalyze others. This webinar will explain how your investigations can begin simply, then expand, as needed, into a more complete explanation to reveal a variety of different solution options.

Fault Zone Series – Power Circuit Testing and Troubleshooting Considerations

By Noah Bethel

September 20, 2021  / 11am Pacific Time

High resistance connections, unbalanced voltages and currents, and a variety of other problems can occur from Power Circuit issues.  From the Transformer through the distribution system to the stator connections at the motor, this presentation will perform a deep dive into testing and troubleshooting of the electric motor Power Circuit.

Takeaways:

• Discussion of Power Circuit issues impacting Maintenance and Reliability
• Solutions to Power Circuit Testing hurdles
• Common oversite in troubleshooting Power Circuit anomalies
• Value impact in early identification of Power Circuit issues

Workforce Development Series #2: Women in Maintenance & Reliability

By Catherine Nielsen

September 21, 2021  / 9am Pacific Time

As the skills gap becomes a growing concern, Catherine Nielsen, control engineering technician, will shine a light on one unique solution: closing the gender gap in an effort to address the skills gap. During this webinar, the discussion will feature insight about why women are underrepresented in maintenance and reliability

From the first-hand perspective of a woman in the field, Nielsen will combine her personal experience as a manufacturing technician and updated, empirical research to explore causes and solutions for the gap in gender diversity. By encouraging the presence of women in maintenance and reliability, the field can expand its pool of future practitioners, simultaneously closing the gender gap and the skills gap.

IIoT, Industry 4.0, Digitalization, Digital Transformation — What’s the Difference? Why Is It Important?

By Luke Smaul

September 21, 2021  / 11am Pacific Time

Brought to you by The Maintenance Community Slack Group.

Installation and Startup

By Ron Moore and Doug Plucknette

September 21, 2021  / 11am Pacific Time

This discussion will center on the importance of fabrication/repairs, installation and startup practices.  It’s difficult to overstate the essential nature of the standards, procedures and practices in this area for the reliability of a given plant.

Creating Installation Standards – What are the expectations between the equipment owner and those tasked with installing the equipment?

Why your maintenance organization must be actively involved in overseeing installation of new assets.

• Seeing equipment being installed, how it’s assembled greatly reduces the timeline the first time it needs to be disassembled for repair.
• Are flanged connections true?
• Are precision alignment techniques being used?
• Are maintainability issues being considered?
• Are torque wrenches being used?
• Are the proper materials being used?
• Is equipment being properly labeled?
• Accessibility for operations and LOTO
• Trip hazards and head knockers

Continuous Monitoring of Lubricated Assets: What does it really tell me?

By Roy Georgio

September 22, 2021  / 8am Pacific Time

While Industry 4.0 has brought real-time monitoring of assets to the forefront, what are we learning?  In this webinar we’ll explore several case studies of continuously monitored assets.  Although we are seeing some of the expected results, we are also seeing data points that may explain some anomalies seen in monthly oil samples.  We’ll also look at case studies from vibration and ultrasound that show conditions that were undetected with route-based monitoring.

Learning Takeaways

•  Not all conditions are constant
• Monthly samples may not catch upset conditions
• We can learn from what we don’t see in continually monitored assets

Stories of Preventive Maintenance

By Joel Levitt

September 22, 2021  / 11am Pacific Time

Brought to you by The Maintenance Community Slack Group.

Can 3D Printing Methods Provide a Viable Method for Repairing Electronic Components

By Chris Riso

September 23, 2021  / 8am Pacific Time

The advent of 5G has brought on requirements for higher operating frequencies, thus creating a demand for radio-frequency (RF) components which must meet high performance standards, while complying with the miniaturization trend of current-day circuit design. RF components (such as inductors) often require complex non-planar geometries such as conical-helices and toroids. As a result, additive manufacturing (AM) techniques offer ideal approaches for fabricating such miniaturized 3D components that can also satisfy performance goals.

Iron Tip Wear – Cause & Countermeasures

By David Gates

September 23, 2021  / 9am Pacific Time

With the increasing demand to automate manufacturing processes, understanding and controlling each variable is crucial to achieve good repeatability. This presentation is intended to help you understand iron tip wear in the iron tip soldering process, learning the cause, what effects the wear has and what type of countermeasures can be made to be able to better control the production environment.

Effective Maintenance Benefits the Bottom Line

By Dr. Klaus M Blache

September 23, 2021  / 10am Pacific Time

This webinar will explore the various ways successful maintenance/reliability programs can play a vital role in cutting costs, improving product quality, saving energy, and improving environmental impact, i.e., how maintenance operations can make a consistent contribution to company profits, while moving toward Top Quartile status.

Complete Motor Diagnostics using Motor Circuit Analysis

By Eric Winzer

September 23, 2021  / 11am Pacific Time

An introduction to Motor Circuit Analysis (MCA) how to utilize MCA to evaluate the overall health of an electric motor as well as discuss why it is important to develop a motor testing program.

Takeaways

• Why it is important to conduct baseline testing on new and recently rebuilt electric motors and how to utilize these baseline tests to determine the health of an electric motor.
• MCA is more than just troubleshooting.  MCA can be used for incoming inspection on new and rebuilt motors, commissioning of motors in your storage facility, creating a Preventive/Predictive Maintenance program to
• How to utilize MCA to predict motor failures before they occur which will prevent unplanned downtime and save your company money in the process.

Using the Process Map to Lead a More Effective RCA Investigation

September 24, 2021  / 8am Pacific Time

High reliability organizations (HRO) rely on highly reliable work processes. When a problem occurs, your investigation reveals opportunities to improve work processes. Unfortunately, many investigations fall short of this important connection with a simple explanation like “procedure needs improvement.” This explanation is NOT specific or effective at revealing actionable solutions to reduce risk. This webinar will show you how an effective investigation must focus on breakdowns in your work processes and how to use the process map as an effective tool to drive this critical discussion.

Using Statistics to Determine Sample Size

By Steven Wachs

September 24, 2021  / 10am Pacific Time

$150

This webinar discusses many issues present in any sample size determination. The webinar also discusses several common applications that require an appropriate sample size determination including estimation of product/process performance characteristics, hypothesis tests, acceptance sampling, Statistical Process Control charts, and reliability demonstration.

Warranty Webcast

By Eric Arnum

September 24, 2021  / 10:30am Pacific Time

Join Eric Arnum, Editor, Warranty Week, and Tavant for 30 minutes live webinar to learn about the latest in warranty management.

Fundamentals of PCB Reliability Testing Methods

By Martin Wickham

September 28, 2021  / 6:30am Pacific Time

In-field reliability of products can be dependent on individual component or material reliability or the effects of combining materials. The session will explore common failure modes in electronics systems and review techniques and measurements that can be used to reduce risk and improve product lifetimes. We will look at the role of the substrate and provide an introduction to the measurement techniques which can be utilised and what they can tell us about performance in the field.

Inspection and Sampling of Transformers

By Aris Pena

September 28, 2021  / 7-10am Pacific Time

$300

This course reviews the proper and safe procedures needed to obtain a representative sample of dielectric fluids. It covers personal protective equipment, special care transformers, visual inspection, gauges, nameplates, sampling containers, proper methods and techniques, packaging, and applying nitrogen.

4-day Practical Reliability Engineering for Industry

By Dr. Alec Feinberg

Sept 28/29 & Oct 5/6, 2021  / 8:30-Noon Pacific Time

$950

You must participate in all 4 days.

This is an intense, practical course for industry focusing on applying reliability in real world situations. It uses a stage gate approach to reliability as product transition from the Idea Phase, Evaluate, Develop, Transition and lastly to the Production Stage. This is a 14 hour webinar, broken down into 4 half days, and includes course material and reliability software (30-day trial) to accelerate learning. The material provides depth and exposure to the industry’s reliability science.

CAPA: Corrective and Preventative Actions and Non-Conformances

By Michael Brodsky

September 28, 2021  / 10am Pacific Time

$150

If you look deeper to figure out why the non-conformance is occurring, you can fix the underlying systems and processes that caused it.

Root Cause Analysis (RCA) is a popular and often-used technique that helps people answer the question of why the non-conformance occurred in the first place.

Failure Analysis

By Dr. Daniel J.D. Sullivan

September 29, 2021  / 12pm Pacific Time

Free for members / $30 non-members

Electronic devices are complex and can fail in many ways. The analysis of various aspects for these devices requires multiple techniques and methods. The presentation will cover explanations of some of the techniques and their capabilities and limitations along with examples.

Failure Modes Decision Support and IIoT data-driven Predictive Modeling Capability

By Mike Marshall

September 30, 2021  / 8am Pacific Time

Topics discussed:

• Synchronizing time-series event data with equipment anomalies and process safety incidents
• Linking plant financial systems for capturing lost capacity economic impacts
• Analyzing and recognizing multi-variate patterns for predictive analytics and early warning alerts
• Providing for event annotation, categorization and coding of anomalies into a time-series event frame template
• Indexing attributes in a structured framework for analysis of process anomalies and equipment failure

Come ready with your questions – we’ll answer as many as we can during the session, and we’ll be ready to take it into overtime.