Bringing Actionable Intelligence and Insights to
Your Critical Power Delivery Systems
Data-driven decision making enabled by the Industrial Internet of
Things (IIoT) is becoming an integral part of the manufacturing
industry. However, without proper management and contextual-
ization to your process, the data provides little meaning until it is
translated into digestible, actionable information.
Yield Improvements
Reduce process defects with power
delivery optimization using compre-
hensive diagnostics and long-term
trend analytics
Platform Designed
for Advanced Analytics
Leverage advanced visualization
and analytics techniques with an
intuitive, easy to use platform
Increased Uptime
Reduce unplanned downtime with
health monitoring and predictive
maintenance
Comprehensive Power
Delivery Data
Access rich power delivery data not
typically available via existing tool
interfaces
PowerInsight by Advanced Energy™ transforms the data recorded by your power delivery systems into
useable insights, through rich data sets and advanced analytics, that you can apply to your process to
maximize performance, cut costs, and improve yield. Designed to complement your existing systems, the
focused power delivery diagnostics can enable higher level big data analytics and AI solutions. Unlock
AE’s decades of domain expertise and service experience to make data-driven decisions in your process.
Features and Benefits
Collaborative Solution
Combine performance data with
AE’s 30+ years of power delivery
domain expertise, vast service
history, and data science resources
for innovative solutions
Ease of Installation
Connect reliably and quickly with
minimal production impact using
OEM developed interfaces
Four Steps to PowerInsight by Advanced Energy™
Define
Identify key issues and areas of interest
for system improvement or optimization
Define AE equipment and third-party
devices for data collection and verify
port availability
1
Use and Benefit
Diagnose yield issues and reduce
unplanned downtime
Improve system performance and power
delivery configuration
3
Connect
Complete on-site system installation
and configuration
Configure and customize user
dashboards and system grouping
2
Collaborate
Collaborate with Advanced Energy
on more advanced diagnostics and
predictive analytics to drive actionable
intelligence in the production environment
4
PowerInsight by Advanced Energy™ Setup
Flexible deployment options with on-premise only
or hybrid cloud solution.
Basic Data and
Visualization
Enriched Data and
Diagnostics
Predictive and
Prescriptive Insights
Process Sensors
AE Devices
Production Tool
Edge Analytics
Aggregate and visualize for fleet-level performance
Diagnose and drill down to individual devices
Deploy machine learning-based algorithms for power
delivery insights and predictive maintenance
Standalone or integrated network options
Flexible HW/SW options for ease of integration
Optional Cloud Analytics
Refine and tune analytics to deploy to Edge system(s)
Configure machine learning-based algorithms
Site-wide, multi-site level aggregation
Big data analytics, storage, and forensics
Environment for collaborating with AE domain experts
to improve analytics performance and configure
additional insights
Connectivity Solutions
Reliable OEM-developed adapters for rapid installation
Dedicated data collection in parallel with existing
fieldbus tool controls
Interface with additional sensors for improved
correlation and power delivery diagnostics
Customer Use Case Examples
Diagnose and tune dual
magnetron PVD applications
with comprehensive data
visualization and forensics
Improve yield with PVD arc
event diagnostics and informed
fault detection and classification
Lower cost of ownership with
predictive analytics on remote
plasma source (RPS) mainte-
nance cycles
Data Capabilities
Access comprehensive data sets from AE products and apply a
range of visualization and analytics capabilities that can evolve with
your needs for actionable insights and data-driven decisions.
Conduct rapid diagnostics
Utilize flexible visualization
environment
Create user-specific
dashboards
Transform raw data into
meaningful insights
leveraging modern data
science techniques
Automate event
correlation for rapid root
cause analysis
Access a growing library
of analytics tools
Use predictive analytics to
drive maintenance cycles
and reduce downtime
Inform decisions for
system configuration with
prescriptive analytics
Detect anomalies in power
delivery with advanced
machine learning techniques