Generation Reports

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Generation

Product ID Reports 
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 Strategy Focus Area
3002025746 
| 3002025746
 A Primer on Data Analytics in Digital Transformation 
| Data analytics
| Predictive analytics
| Digital platform
| Prescriptive analytics
| Data-driven decision making
 Strategy 
| Strategy
3002024586 
| 3002024586
 A Primer on the Role of Process Control and Automation in Digital Transformation: EPRI Digital Transformation Primer Series 
| Process Control
| Automation
| Digital transformation
| Centralized control
|
People & Process 
| People & Process
3002024653 
| 3002024653
 Operationalization of Data for Analytics 
| Operations
| Data Integration
| Analytics
| Data architecture
| Data models Digital transformation
 Data 
| Data
3002023316 
| 3002023316
 Hydropower Digital Twin Roadmap Development 
| Monitoring
| Hydropower
| Diagnostics
| Roadmap
| Digital twin
 Technology 
| Technology
3002024417 
| 3002024417
 Digital Demonstration Facility: Digital Twin Update 
| Gas turbine
| F-class gas turbines
| Digital twin (DT)
|  
|
Technology 
| Technology
3002024540 
| 3002024540
 Health Index for Balance of Plant Equipment: Phase I Progress Update 
| Condition Based Maintenance
| Equipment Health
| Health index
| Data analytic tools
|
Technology 
| Technology
3002025266 
| 3002025266
 A Discussion on Automated Diagnostics 
| Monitoring
| Automated diagnostics
| Data-driven fault signatures
| Knowledge-based fault signatures
|
Technology 
| Technology
3002024444 
| 3002024444
 Industrial Advanced Data Analytics Readiness Assessment Primer 
| Optimization
| Automation
| Machine learning
| Artificial intelligence (AI)
| Advanced data analytics Data driven decision making
 Data 
| Data
3002023790 
| 3002023790
 Thermal Fatigue Model for Wind Turbine Generator Life Prediction: Physics-based Model for Real Time Health Monitoring 
| Reliability
| Insulation systems
| Wind Turbine
| Generator
| Miner's rule Physics based thermal model
 Technology 
| Technology
3002023921 
| 3002023921
 Enhanced Security and Reliability Using Artificial Intelligence 
| Security
| Cybersecurity
| Integrated security operations center (ISOC)
| Artificial intelligence (AI)
| Monitoring and diagnostic (M&D)
 Security 
| Security
3002024337 
| 3002024337
 Securing Wireless Communications in Power Generation Environments: A Process for Evaluating and Securing Wireless Deployments 
| Wireless sensors
| Power generation
| Cyber Security
| Internet of Things (IoT)
| Industrial Internet of Things (IIoT) Operational technology (OT)
 Data 
| Data
3002013664 
| 3002013664
 I4Gen Intelligent Generation: Fundamentals of a Digital and Analytics Platform for Data Integration, Analysis, and Actionable Information 
| Analytics
| System architecture
| Big Data
| Predictive analytics
| 14Gen Predictve maintenance
 Technology 
| Technology
3002011541 
| 3002011541
 Interactive Remote Access Guidance: Generation Cyber Security 
| Cyber Security
| Cybersecurity
| Remote access
| Hardware-based cybersecurity
| Interactive remote access
 Security 
| Security
3002011542 
| 3002011542
 Connected Component Reference Architectures: Securing Connected Components in Power Generation-Interactive Remote Access, Vendor Use Case 
| Information Technology
| Cyber Security
| Integration
| Enterprise Architecture
| Interactive remote access
 Data 
| Data
3002024348 
| 3002024348
 Controls Job Card Digitization Framework: Wireframe Layout Overview 
| Flexible operations
| Digitization
| Thermal power systems
|  
|
Technology 
| Technology
3002024507 
| 3002024507
 New Applications of Remote Sensing Technologies in Aquatic Habitat Assessments: Summary of Findings 
| Remote Sensing
| Drones
| sonar
| Artificial intelligence (AI)
|
Technology 
| Technology
3002024049 
| 3002024049
 Drone Applications for LP Steam Turbines: Interactive Guide 
| Steam turbine
| Visual inspection
| Remote Inspection
| Drone
| UAS Last Stage Blade
 Technology 
| Technology
3002024159 
| 3002024159
 A Critical Assessment of Boiler Chemistry Action Level Limits Using Electrochemical Techniques and Computerized Tomography 
| Boiler water chemistry
| X-ray computed tomography
| All-volatile treatment
| Chloride contamination
| Localized corrosion rates Oxide layer growth
 Technology 
| Technology
3002024097 
| 3002024097
 Generator Rotor Ground Faults-Online Detection 
| Online Monitoring
| Generator rotor
| Ground faults
| Generator rotor damage
|
Technology 
| Technology
3002024723 
| 3002024723
 Work Management Guidelines for Power Plant Personnel: Long-Range Plans, Outages, Preventive Maintenance, Core Maintenance Schedules, and Daily Schedule Interactions Explained 
| Scheduling
| Outage
| Work planning
| On-line maintenance
| Work management
 People & Process 
| People & Process
3002024227 
| 3002024227
 High-Level Flexibility Assessment and Benchmarking Tool: Combined-Cycle Units 
| Combined Cycle
| Operational flexibility
| Benchmarking
| Assessments
|
Technology 
| Technology
3002024325 
| 3002024325
 Application of In-Situ Optical Continuous Emission Monitoring Systems under Current Regulatory Framework: Gas Turbine Combined Cycle Case Study 
| UV-DOAS
| Gas turbine combined cycle (GTCC)
| Continuous emissions monitoring (CEM)
| Laser based monitors
| Multi-specie monitors
 Technology 
| Technology
3002016451 
| 3002016451
 Wind Turbine Performance Monitoring Methods Development and Demonstration: Digitalization of Wind Assets to Increase Production Revenue 
| Operations and Maintenance (O&M)
| Digitalization
| Power curves
| Wind Turbine Performance Monitoring
|
Technology 
| Technology
3002016434 
| 3002016434
 Wind Turbine Gearbox Reliability, Damage Prediction, and Recommendations for Life Improvement: Digitalization of Wind Assets to Reduce O&M Costs 
| Bearings
| Gears
| Health monitoring
| Gearbox
| Digitalization Drivetrain
 Technology 
| Technology
3002022015 
| 3002022015
 Summary of Insight Through the Integration of Information for Intelligent Generation (I4Gen): 2021 Update 
| Sensors
| Data analytics
| Digital transformation
| Return on investment
|
Data 
| Data
3002022113 
| 3002022113
 Introduction to Data Integration for Power Generation 
| Data Integration
| Data architecture
| Data platform
|  
|
Data 
| Data
3002022197 
| 3002022197
 Digital Twin Self Calibration Tool: Guideline for Gas Turbines v1.0 
| Gas turbine
| Digital twin
| Historian data
| Model calibration
| Multi-unit calibration
 Technology 
| Technology
1017638 
| 1017638
 Best Practices for the Application of Hand-Held Computers to Operator Rounds 
| Operator rounds
| Electronic data collection
| Handheld computers
|  
|
People & Process 
| People & Process
3002020549 
| 3002020549
 Digital Twin: A Primer on Digital Twins with a Focus on Gas Turbines 
| Gas Turbines
| Digital twin
| Artificial intelligence (AI)
| Machine learning (ML)
| Computer-based modeling
 Technology 
| Technology
3002018048 
| 3002018048
 I4Gen Intelligent Generation: Digital Platform Roadmap 
| Data analytics
| System architecture
| Predictive analytics
| Digital transformation
| Digital platform
 Strategy 
| Strategy
3002020702 
| 3002020702
 Advanced Thermal Performance Monitoring Methods 
| Performance Evaluation
| Heat Rate
| Thermal Efficiency
| Diagnostic models
| Thermal performance monitoring Heat balance models
 Technology 
| Technology
3002014276 
| 3002014276
 Mobile Deployment Technology for Fossil Stations: Member Case Studies, 2018 
| Cost-benefit analysis
| Financial modeling
| Mobile work management
| Return on investment (ROI)
|
Technology 
| Technology
3002023752 
| 3002023752
 Digital Transformation Framework: Utility Strategy and Implementation Guide 
| Innovation
| Modernization
| Digital transformation
| Strategy framework
|
Strategy 
| Strategy
3002011560 
| 3002011560
 EPRI I4Gen Evaluation of Predictive Analytics Techniques 
| Predictive Maintenance
| Neural Networks
| Artificial Intelligence
| Predictive analytics
| I4Gen Machine learning
 Data 
| Data
3002013663 
| 3002013663
 I4GEN Intelligent Generation White Paper: Maturity Levels for Key Application Areas Within EPRI's Intelligent Plant Concept 
| Automation
| Digital Systems
| Data analytics
| Process controls
| Advanced monitoring Intelligent generation
 Strategy 
| Strategy
3002015109 
| 3002015109
 I4Gen Project 1: Data Visualization: EPRI v16.0 
| Data visualization
| Dashboard
| Data-driven decisions
| Team collaboration
|
Data 
| Data
3002018040 
| 3002018040
 Remaining Useful Life Approaches for Rotating Equipment Case Study and Implementation Evaluation 
| Rotating Machinery
| Condition-Based Maintenance
| Prognostics and Health Management
| Remaining useful life
|
Technology 
| Technology
3002019837 
| 3002019837
 Equipment Health Dashboard Optimization 
| Reliability
| Data visualization
| Equipment health dashboard
|  
|
Data 
| Data
3002016871 
| 3002016871
 Digital Worker and Data Collection: A Proof of Concept 
| Sensors
| Data Compilation
| Worker Safety
| Power generation
| Digital technology Digital worker
 Technology 
| Technology
3002023360 
| 3002023360
 Securing Digital Worker Technologies: Operational Technology(OT)/Information Technology (IT) Framework for Evaluating Cyber Security when Deploying Digital Worker Technology 
| Information Technology
| Cyber Security
| Information technology/operations technology (IT/OT) convergence
| Operational technology (OT)
| Digital worker technology IT/OT integration
 Security 
| Security
3002020296 
| 3002020296
 Tag Whisperer (TW) v1.0 
| Standardization
| AI
| NLP
|  
|
Data 
| Data
3002021062 
| 3002021062
 Application of Novel Random Forest Approach for Environmental Controls: Development Status 
| Electrostatic Precipitators
| Emission Control
| Random forest
| Machine learning
| Artificial intelligence (AI)
 Data 
| Data
3002020233 
| 3002020233
 Improving Large-Scale PV Plant Monitoring and Diagnostics: Irradiance Sensor Benefit-Cost Analysis and Accuracy Assessment 
| Performance
| Monitoring and diagnostics
| Sensor
| Photovoltaic
| Irradiance Pyranometer
 Technology 
| Technology
3002021732 
| 3002021732
 Evaluating Photovoltaic (PV) Plant Health: Best Practices for Comparing Actual Performance Versus Expected 
| Performance
| Photovoltaics
| Solar
| Health
| Regression Empirical
 Technology 
| Technology
3002025605 
| 3002025605
 Wind Network for Enhanced Reliability (WinNER) v2.0 
| Reliability
| Bearings
| Gears
| Wind Turbine
| Rotor Blade
 Data 
| Data
3002023104 
| 3002023104
 ReFLEx Calculator: Impact of Site and Operating Conditions on Wind Turbine Life Infographic 
| Wind Turbines
| Budgeting
| O&M
| Components
| Operating conditions Life expectancy
 Technology 
| Technology
3002022663 
| 3002022663
 I4GEN(r) Insight Through the Integration of Information for Intelligent Generation 
| Monitoring and diagnostics
| Digital technology
| Success story
| Generating assets
| Intelligent generation Plant modernization
 Strategy 
| Strategy
3002003913 
| 3002003913
 Predictive Maintenance Technologies: An Overview of Motor Current Signature Analysis and Electromagnetic Signature Analysis Enterprise Asset Management Guide: Implementation and Utilization 
| Anomaly detection
| Predictive maintenance
| Electromagnetic signature analysis (EMSA)
| Motor currant signature analyis (MCSA)
|
Technology 
| Technology
3002015411 
| 3002015411
 Remaining Useful Life Approaches for Rotating Equipment 
| Rotating Machinery
| Condition-Based Maintenance
| Prognostics and Health Management
| Remaining useful life
|
Technology 
| Technology
3002016342 
| 3002016342
 Nondestructive Evaluation (NDE) Mapping Technology Research for Feedwater Heater Shell Flow-Accelerated Corrosion (FAC) 
| Nondestructive evaluation (NDE)
| Flow-accelerated corrosion (FAC)
| Ultrasonic testing (UT)
| Feedwater chemistry
| Feedwater heater (FWH) shell Pulse eddy current (PEC)
 Technology 
| Technology
3002011933 
| 3002011933
 Use of Asset Fault Signatures in Conjunction with Advanced Pattern Recognition Software 
| Advanced pattern recognition
| APR
| AFS
| Asset fault signatures
| Fault diagnostics
 Technology 
| Technology
3002021295 
| 3002021295
 Enterprise Asset Management Guide: Implementation and Utilization 
| Asset management
| Work management
| Computerized maintenance management system (CMMS)
| Enterprise asset management (EAM)
|
People & Process 
| People & Process
3002006661 
| 3002006661
 Integrating Bulk Power Generation Assets into the Common Information Model 
| Semantic model
| Unified Modeling Language (UML)
| Common information model (CIM)
| Data Model
| Generation standards
 Data 
| Data
3002011218 
| 3002011218
 Guide to Develop Asset Fault Signature Using Fleetwide Prognostic and Health Management Suite Software 
| Plant Health Monitoring Users Group
| Asset fault signature (AFS)
| Diagnostic advisor (DA)
|  
|
Technology 
| Technology
3002015404 
| 3002015404
 Maintenance Case Study: Equipment Reliability Data Platform Specification-Proposed Connection of Korea Western Power Co.'s Maintenance Management System to EPRI Applications 
| Preventive Maintenance
| Equipment Reliability
| Data analytics
|  
|
Technology 
| Technology
3002024219 
| 3002024219
 Evaluation of Closure Effects on Groundwater Quality: Initial Data Summary and Description of Machine Learning and Advanced Statistics Used in the Analysis 
| Machine Learning
| AI
| Analysis
| 
|
Technology 
| Technology
3002027417 
| 3002027417
 Understanding Software Bill of Materials for Cyber Security 
| cyber security
| procurment
| 
| 
|
Security 
| Security
3002027428 
| 3002027428
 Cyber Security Risk Assessment: A Case Study in Digital Overspeed Protection Systems 
| cyber security
| 
| 
| 
|
Security 
| Security
3002027429 
| 3002027429
 Cyber Security Procurement Topical Guide: For Control System and Operational Technology Installation and Upgrade in Power Generation Facilities 
| cyber security
| 
| 
| 
|
Security 
| Security
3002027732 
| 3002027732
 OT Cyber Security Disaster Recovery Plan Guide 
| cyber security
| 
| 
| 
|
Security 
| Security
3002027485 
| 3002027485
 Sensor Rationale Quick Reference Sheet 
| sensors
| 
| 
| 
|
Technology 
| Technology
3002027426 
| 3002027426
 Identity and Access Management Guideline: Generation Cyber Security 
| cyber security
| 
| 
| 
|
Security 
| Security
3002028319 
| 3002028319
 Equipment Health Dashboard Development Insights 
| visualization
| 
| 
| 
|
Data 
| Data
3002027488 
| 3002027488
 Data Governance for the Power Industry 
| governance
| data
| 
| 
|
Data 
| Data
3002027489 
| 3002027489
 Interim Report: Combustion Turbine Knowledge-Based Fault Signatures 
| signatures
| 
| 
| 
|
Data 
| Data
3002027476 
| 3002027476
 Controls and Automation Guidebook: Condensed Versions of EPRI Generation Controls and Automation Related Reports 
| automation
| 
| 
| 
|
Data 
| Data
3002028149 
| 3002028149
 Developing and Maintaining Asset Hierarchy and Master Equipment Lists of Power Plants: Power Plant Asset Hierarchies, Naming Conventions and Classifications 
| data
| 
| 
| 
|
Data 
| Data
3002027431 
| 3002027431
 Remote Access Jump Host Hardening Field Guide 
| cyber security
| 
| 
| 
|
Security 
| Security
3002027895 
| 3002027895
 Adaptive Predictive Expert Control Optimizer 
| automation
| 
| 
| 
|
Technology 
| Technology
3002026663 
| 3002026663
 Machine Learning Techniques for Wind Turbine Performance Assessments: Wind Wake and Yaw Misalignment Identification, Quantification and Rectification 
| Machine Learning
| ML
| AI
| 
|
Technology 
| Technology
3002028171 
| 3002028171
 Guides (CGA) v1.0 Control Guides (CGA) v1.0 
| Optimization
| Control
| Training
| Tuning
|
Technology 
| Technology
3002029143 
| 3002029143
 Automated Diagnostics Using Knowledge-Based Fault Signatures: Enabling Automated Diagnostics Enabling Automated Diagnostics Using Knowledge-Based Fault Signatures: Enabling Automated Diagnostics 
| Power generation
| Supplemental project
| Digital transformation
| Automated diagnostics
| Knowledge-based fault signatures Reduced costs
 Technology 
| Technology
3002029720 
| 3002029720
 Design Architecture Review: Solar Inverters Security Design Architecture Review: Solar Inverters 
| System Reliability
|  Security
| Risk
|  Supplemental project
| Solar inverter Inverter-based renewables
 Security 
| Security
3002028707 
| 3002028707
 Communications: Use Cases, Communications Technologies, and Implementation Considerations Renewables Communications: Use Cases, Communications Technologies, and Implementation Considerations 
| Communications
| Wind
| Solar
| Renewables
| Renewable Generation
 Technology 
| Technology
3002028031 
| 3002028031
 Based Asset Management (RBAM) v1.0 Risk Based Asset Management (RBAM) v1.0 
| PM
| Asset management
| Risk
| PdM
| RACI
 People & Process 
| People & Process
3002023913 
| 3002023913
 of Satellite Weather Data and Machine Learning Models for PV Performance Monitoring Evaluation of Satellite Weather Data and Machine Learning Models for PV Performance Monitoring 
| Monitoring
| Weather
|  Sensor
| Photovoltaic
| Machine learning Satellite
 Data 
| Data
3002027983 
| 3002027983
 Energy and EPRI Develop Wind Turbine Reliability Methods for Forecasting Operation and Maintenance Budget Duke Energy and EPRI Develop Wind Turbine Reliability Methods for Forecasting Operation and Maintenance Budget 
| Reliability
| Forecasting
| Wind Turbines
| Operations and Maintenance (O&M)
|
People & Process 
| People & Process
3002027981 
| 3002027981
 Energy Optimizes Cyber Security for Generation Fleet Duke Energy Optimizes Cyber Security for Generation Fleet 
| Cyber Security
| Operational technology (OT)
| Generation fleet
| Risk‐informed methodology
|
Security 
| Security
3002028807 
| 3002028807
 Management Digitalization: Guidelines for Enabling Power Plant Asset Lifecycle Information Management Leading Practice Asset Management Digitalization: Guidelines for Enabling Power Plant Asset Lifecycle Information Management Leading Practice 
| Digital twin
| Enterprise asset management (EAM)
| Asset configuration management
| Asset management digitalization
| Information exchange/interoperability Plant Asset Information Management
 People & Process 
| People & Process
3002028717 
| 3002028717
 Failure Detection Sensor Failure Detection 
| Automation
| Metadata
| Data science
| Machine learning
| Neural network Sensor failure
 Technology 
| Technology
3002029803 
| 3002029803
 and Maintaining Asset Hierarchy and Master Equipment Lists of Power Plants: Power Plant Asset Hierarchies, Naming Conventions, and Classifications Developing and Maintaining Asset Hierarchy and Master Equipment Lists of Power Plants: Power Plant Asset Hierarchies, Naming Conventions, and Classifications 
| Classification
| Asset hierarchy
| Equipment database
| Asset digitalization
| Master equipment list (MEL) Master Equipment Type Library (METL)
 Strategy 
| Strategy
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