managing%multiple%variables:%%% … · natural gas use $28,867 $28,867 total additional costs...
TRANSCRIPT
2/2/15
KENT A LACKEY, P.E.
MANAGING MULTIPLE VARIABLES: WW TREATMENT OPTIMIZATION AND REAL-‐TIME ENERGY MANAGEMENT
Winston-‐Salem/Forsyth County UMlity Commission • Ron Hargrove, U.lity Director • Courtney Driver, Deputy U.lity Director • Frank Crump, WW Superintendent • Chris Shamel, Asst WW Superintendent • Keith Jones, Muddy Creek WWTP ORC
Black & Veatch • Bob Wimmer, Process Engineer • Bahareh Karami, Civil Engineer • Jeff Neeman, SII Water Technology Manager
ACKNOWLEDGEMENTS
• Background • Performance Management • Winston Salem Wastewater System
• MCWWTP Consolidated Influent Pumping
• MulM-‐Plant OpMmizaMon
PRESENTATION OUTLINE
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• Data Overload • OperaMonal Complexity
• Skilled Workforce Shortage
• Aging Assets • Tight OperaMng Margins
• VolaMle Markets (Chemicals, Energy, Financial)
• Regulatory Compliance + Future Uncertainty
Analytics can leverage utility-‐wide data
BACKGROUND – PERFORMANCE MANAGEMENT KEY INDUSTRY ISSUES DRIVING NEED FOR SMART ANALYTICS
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Do we Make Decisions Based on the Past or the Future?
BACKGROUND – PERFORMANCE MANAGEMENT HOW DO WE OPERATE TODAY
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• SCADA is the Lifeblood of our WWTP • Data and Trending • Automated Controls • Equipment Monitoring
• Laboratory TesMng • Understanding Health of our Process i.e. “Process Control”
• Validated Compliance
• Wastewater System or OperaMons Management? OpMmizaMon?
BACKGROUND – PERFORMANCE MANAGEMENT WHAT DECISIONS ARE WE NOT MAKING BECAUSE THEY ARE TOO COMPLEX?
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• Flow Management • What is my hourly system projec.on? • Can I predict my treatment loads?
• Carbon Management • Should I be driving carbon towards my BNR basins or my digesters?
• Does the answer change day to day? Hour to hour?
• Energy Management • Can I make demand response work for me?
• TransiMon from point soluMons to enterprise focus • Shie toward forward-‐looking, predicMve analyMcs • Deeper immersion of tools within processes • Stronger focus on business value
BACKGROUND – PERFORMANCE MANAGEMENT DATA ANALYTICS TRENDS
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“Whether breaking down business silos, or integra5ng data and technologies,
these efforts scream for some sort of centralized effort within a company to
coordinate the many groups involved.” (UMlity AnalyMcs InsMtute)
BACKGROUND – PERFORMANCE MANAGEMENT SMART INTEGRATED INFRASTRUCTURE IS A JOURNEY
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Integration Progressionlow
low
high
Strategic Im
pact
Industry Average
I. Smart Networkl Device Connectivityl Smart Grid
Data Information Knowledge
II. Smart Informationl Data Aggregation and Analysisl Smart Single-‐Use Infrastructure
III. Smart Utilityl Multi-‐System – Multi-‐Facility
Aggregation
IV. Smart Infrastructurel Multi-‐Utility Integration l Physical – Cyber Integration
IV. Smart Infrastructurel Multi-‐Utility Integration l Physical – Cyber Integration
Market T
oday
Industry Defining
high
Industry Best
Wisdom
• Winston-‐Salem/Forsyth County UMlity Commission • Approximately 122,000 customers (3rd largest in NC) • 2 WWTPS
• Muddy Creek • 21 mgd capacity
• Archie Elledge • 30 mgd capacity
• Three Drainage Basins • South Fork • Muddy Creek • Elledge
• 49 WW Li` Sta.ons • 1,723 miles of sewer
BACKGROUND – WASTEWATER SYSTEM
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Archie Elledge WWTP
Muddy Creek WWTP
• introducMons
BACKGROUND – WASTEWATER SYSTEM LONG TERM WASTEWATER TREATMENT ANALYSIS
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Archie Elledge WWTP
Muddy Creek WWTP
Muddy Creek Basin
South Fork Basin
Elledge Basin
South Fork PS New MC
Transfer PS
• Where is it being generated?
• Convey all flows to plants using exis.ng infrastructure
• Transfer flows between plants
• Transfer flows between basins
• System Equaliza.on • Scalping within the collec.on system
• Future New Plant
Future Plant OpMon 1
Future Plant OpMon 1
BACKGROUND – WASTEWATER SYSTEM FINAL LONG TERM WWT OPTION
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• Maintain Two WWTP System
• Transfer Pump Sta.on at MCWWTP to Convey Flow to AEWWTP
• Abandon South Fork Pump Sta.on
NOTE: CollecMon system piping must convey all flows to the WWTPs and SFPS from the collecMon system
Archie Elledge WWTP
Muddy Creek WWTP
Muddy Creek Basin
South Fork Basin
Elledge Basin
South Fork PS New MC
Transfer PS
MCWWTP CONSOLIDATED INFLUENT PUMPING SYSTEM
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MCWWTP CONSOLIDATED INFLUENT PUMPING OVERVIEW
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Archie Elledge WWTP
Muddy Creek WWTP
Transfer Force Main
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• MCWWTP • All Flow Enters CIPS and is Pumped • Pumps to Day Tanks (Overflow to Storm EQ during high rain
events) • Operator can set a fixed rate for MCWWTP • Operator can set a fixed rate for Transfer to AEWWTP
MCWWTP CONSOLIDATED INFLUENT PUMPING OVERVIEW
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MCWWTP CONSOLIDATED INFLUENT PUMPING PERFORMANCE MANAGEMENT
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• Influent Performance Management System is in Development • Flow Management Between Plants • Leverage Influent Storage to Op.mize Energy Use • Provide Capability to Forecast Impacts of Changes • Real-‐Time Energy Use and Cost Based on Rate Schedule
• Leveraging Data • Online sampling of influent COD/TOD • Online flow measurement, process level energy
consump.on and chemical consump.on
MCWWTP CONSOLIDATED INFLUENT PUMPING PERFORMANCE MANAGEMENT
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• UMlizing AnalyMcs to Make Smart Decisions • Analyze cost of treatment at each plant ($/unit flow) • Consider Energy Use, Aera.on Efficiency, Process
Performance • Recommend Flow Transfer Amount and MCWWTP Flow
• Achieve Op.mal Treatment Cost
• AddiMonal Benefits • Assess Treatment Performance • Iden.fy Op.miza.on Opportuni.es at each Plant
MULTI-‐PLANT OPTIMIZATION OPPORTUNITIES
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• OpMmizaMon and Energy Management Study • Aera.on System Modifica.ons for DO Distribu.on • Sidestream Treatment for Ammonia Removal • Op.mized Chlorine Dosing Using Real Time Demand • SRT/Aera.on Basin Solids Control via Online Analyzers • Digester Gas U.liza.on
• Combined Heat and Power • Aera.on Blowers • Vehicle Fuel CNG
• Pumping Monitoring and Efficiency Driven Controls
MULTI-‐PLANT OPTIMIZATION OVERVIEW
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• Current Process • 4 Opera.ng Basins with 20 stages each • Stage 1 Anaerobic • Stages 6, 11, 16 are Swing Zones (currently aerated)
• Remaining Stages are Aerobic • Single DO Control Point in Each Basin
MULTI-‐PLANT OPTIMIZATION AERATION-‐ AEWWTP
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• Result: • Excess Generally U.lized to Ensure DO Setpoint is Met
• AddiMonal Energy Loss – Header has Many Leaks
• OpMmizaMon Opportunity: • Segregate Aera.on Basin into Separate Control Zones • Evaluated Mul.ple Configura.ons – 4 Zone Selected • 4-‐5 Aera.on Stages per zone • Control Zones will have Independent DO Probe/Air Supply
• Replace Exis.ng Header • Benefits:
• Project Air flow Reduc.on • 7,300 scfm at AA Condi.ons • 5,900 scfm at MM Condi.ons
• $186,000 Savings Per Year in Net Power Reduc.on
MULTI-‐PLANT OPTIMIZATION AERATION-‐ AEWWTP
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• Basic Controls: DO Control Loop for Each Zone • Performance Management System
• Monitor Zone DO Demand and Process Performance to Tune DO Control Loops
• Equipment Efficiency • Assess Op.mal Blower Opera.on to Minimize Cost • Forecast Aera.on Demand Based on Influent COD/TOD • Evaluate Blower Efficiency Trend – Iden.fy Replacement or Upgrade Need
• Leverage Diurnal EQ and Storm EQ to Assess Daily Opera.ng Setpoints that Minimize Aera.on Cost
MULTI-‐PLANT OPTIMIZATION AERATION – PERFORMANCE MANAGEMENT
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• Digester Gas UMlizaMon Study – CHP Preferred OpMon • Allows Digester Gas Use and Emergency Power in One System – Reducing Combined Capital Cost • Eliminates Addi.onal Emergency Diesel Generators • Maximizes Digester Gas Use for Full Plant Power • 800kW of Power Genera.on from DG • 1.1MW of Emergency Power Genera.on with NG Supplement
• Provides Heat Recovery –Generator Waste Heat Used to Create Hot Water for Digester HeaMng (reducing natural gas consumpMon of boilers)
MULTI-‐PLANT OPTIMIZATION CHP– MCWWTP
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MULTI-‐PLANT OPTIMIZATION CHP– MCWWTP
Natural Gas Supplement
• Generator OperaMon • Operate at Full Load During Peak Power Period of Day • Supplement with NG if Cost Beneficial
• Performance Management System • Provide Recommenda.ons Regarding Op.mal Time of Day to Operate
• Assess Cost Benefit of NG Supplement • Track Power Genera.on and Revenue • Track Generator Performance and Efficiency • Real Time KPI Monitoring (DG Produc.on/Storage, Thermal/Electrical Output, Equipment Up.me)
MULTI-‐PLANT OPTIMIZATION CHP– PERFORMANCE MANAGEMENT
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MULTI-‐PLANT OPTIMIZATION CHP– PERFORMANCE MANAGEMENT
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• Winston Salem is Making HolisMc Decisions to Provide Long Term Treatment Flexibility and OpMmizaMon
• Winston-‐Salem will Benefit from State of the Art Performance Management • Provides the Ability to Track Energy and Cost • Online Performance Op.miza.ons • Holis.c Treatment Decisions Based on Influent Loads and Flows and Treatment Cost
• Track Equipment Performance – Drive Upgrades or Replacement
• Track Treatment Performance and Assess Impact of Opera.onal Changes Before Ins.tu.ng
SUMMARY
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• Two GeneraMon OpMons Considered
MULTI-‐PLANT OPTIMIZATION CHP– MCWWTP
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COST POWER OFFSET POWER EXPORT
Annual Engine O&M $50,000 $50,000
Essential Gas Cleaning $50,000 $50,000
Standby Charge $15,000 $0
Contract Demand Charge $36,000 $0
Natural Gas use $28,867 $28,867
Total Additional Costs $179,867 $128,867
Revenue/Cost Offset $354,705 $368,311
Net Revenue/Cost Offset $174,839 $239,444
Capital Costs $1.93M $2M
Simple Payback 11.1 years 8.4 years
• Benefits of a WW PS at MCWWTP • Consolidates Transfer Pumping at One Loca.on • Eliminates Mul.ple Transfer PS in System • Flexibility in Future Treatment Op.ons • Management of Industrial Users on U.lity Basis v.
Plant Basis
• Cost Impacts • Nominal Capital Cost Increase over Influent PS • Lower Pump Head than Exist. South Fork PS • Allows TreaMng Flow at Most Cost EffecMve Plant
BACKGROUND – WASTEWATER SYSTEM FINAL LONG TERM WWTP OPTION
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