Vinyl Chloride. 7.50. Other Compounds: Ethanol. 1.38. Ethylene Glycol. 1.50. Hydrazine. 2.81. Dimethyl Sulfide. 10.63. G
Achieving Remediation Success Using Good Science and Effective System Optimization Processes
April 2016 Chuck Whisman, PE – CH2M Lydia Ross – CH2M Chuck Blanchard, PE – CH2M
Agenda Discuss RPO in regards to: Definition and Overview Site Strategy and Conceptual Site Model (CSM)
Visualization to Identify the Problem and Monitor Progress Pilot Testing Pitfalls and Best Practices System Design Technology Specific Optimization
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Remedial Process Optimization Original Definition (USAF, 2001): What is RPO and how has it evolved? Why implement optimization on a programmatic basis? More sites in O&M phase.
High cost of operations. Reserve accruals are significant. Not meeting closure goals.
Improve likelihood for success for new and existing remediation projects. Helps drive competency, risk reduction, and operational integrity management.
Integrates with sustainability drivers – more focus on social & economic impact assessment.
RPO is a deliberate and systematic approach to evaluate and improve site remediation processes while maximizing risk reduction for each dollar spent.
EPA - 2012 “Efforts at any phase of the removal or remedial response to identify and implement specific actions that improve the effectiveness and cost-efficiency of that phase. Such actions may also improve the remedy’s protectiveness and long-term implementation which may facilitate progress towards site completion.”
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Simplify the RPO Process
Complete Conceptual Site Model & Develop Site Strategy
Evaluate Applicable Remediation Technologies
Design, Install Operate the Most Appropriate System
Science to Guide the Assessment
Science to Guide the Assessment
Science to Guide the Design/O&M
• Know where mass is located and how much is present in soil/gw/NAPL.
• Perform in-field feasibility testing, when possible, to collect design data and information to compare potential technologies.
• Design better wells, piping, and equipment , while allowing for more “flexibility” for adjustments. (High Efficiency and Easy to Optimize!)
• Understand site variability in geology and how that may effect remediation.
• Perform life-cycle remediation costs of all applicable technologies.
• Incorporate optimization into O&M adjustments and data collection (Can the system perform optimization tasks automatically or allow for remote adjustments).
• Visualize the source area(s). • Consider all potential site uses and remediation endpoints (including social & economical impacts).
• Develop a system optimization plan with deign and operational goals that will help increase likelihood of reaching remediation endpoints.
CLOSURE
• Understand the value of high runtime and constant optimization adjustments.
You don’t want this process to be a cycle! 4
Remediation Optimization Typical project involves assessment, pilot testing, establishment of design parameters, design, construction, and operation. Remediation optimization generally involves optimizing mass recovery rates and ensuring that actual ROI >= design ROI. Does operation match or exceed design expectations? At most sites, if design parameters are achieved, the site will remediate in a reasonable time.
Issues occur when incorrect design parameters are selected or not achieved during operation
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Examples of Optimization Approaches Independent Evaluation “Fresh-eyes” review, brainstorming, shallow scope
Unit Process Optimization Focused effort on known trouble spots in process units
Strategic Planning Revisit the remedial strategy and/or regulatory objectives, regulator involvement may be required
Smart O&M Most efficient and cost-effective, on-going RPO with integrated team
Comprehensive Remedy Evaluation Encompasses the RPO spectrum, most significant potential cost savings
Solutions
Contracting
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RPO Focus Areas Site Characterization • • • • • •
Remediation Strategy • • • • •
Design Optimization
Accelerated site characterization (Triad) Conceptual site model (CSM) certainty Real-time measurements/monitoring Passive/no-purge samplers Multi-incremental sampling 3D visualization
Exit Strategy development Revisit cleanup levels Review risk assessment Life-cycle analysis Land use assumptions/controls
• • • • •
Alternative Technology
Remedial Process Optimization
Operation and Maintenance Review • Unit process optimization • Alternate or modified treatment • Automation/telemetry • Energy efficiency and materials reduction • Labor reduction
Objectives and endpoints definition Hazard and Operability (HAZOP) study Value Engineering Constructability review Green remediation
• • • • •
Aggressive source removal/reduction Innovative technologies Rely on natural processes Sustainable solutions Active to passive transition
Monitoring Optimization • • • • •
Reduced wells and frequency Reduced analytical Automation/telemetry Statistical tools for large sites Passive sampling methods 7
Sustainability Concepts & Optimization
Remediation decisions that look at social and economic impacts may also be able to positively impact RPO efforts. Waste reduction and/or re-use. Energy efficiency (inc. solar, wind, and battery powered solutions). Re-use of remediation equipment (flexible design requirements) and re-purposing sea boxes. Mass reduction vs. mass displacement (are we just putting impacts in the ground into the atmosphere?). Compare system recovery/remediation rates vs. NSZD – switch when appropriate. Minimizing remediation duration & cost will minimize carbon footprint (less site visits and energy use). Newer land-farming concepts (enhanced with heat, oxygen, oxidants, …), especially in remote areas. 8
Carbon Footprint Comparison – to put it in perspective
Carbon Source
Estimated Tons CO2/year
Hummer – 15,000 miles/yr
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Prius – 15,000 miles/yr
4
15 Hp motor – 90% full load
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250 cfm catalytic oxidizer– 40% duty
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Optimization – Should Also Look at System Efficiency & Cost Savings Ideas 1,500 gpm Chromium VI water treatment system Existing ion exchange resin was very expensive, so bench testing performed to look at other resins. >$1Mil saved annually.
16MGD Pumping System – system upgrades resulted in more efficient electricity use and reduced air emissions. 10
Incorporating Asset Integrity Concepts into RPO
Business Process Modeling Threat/Risk Identification Regulatory Requirements Critical Operating Parameters
Root Cause Analysis Management of Change Condition Assessment
Failure Analysis Process Safety Management Competency 11
Optimization w/ Remedial Endpoints in Mind
Understanding when the technology has reached “its end” (or the site has been remediated to the “maximum extent practical”). When will natural source zone depletion (NSZD) make more sense?
Are different site-specific risk-based endpoints acceptable based on changing conditions? For NAPL sites, understand NAPL mobility analysis and risk assessment tools. Review current life-cycle remediation cost options. Should additional sampling be performed prior to system shutdown to verify source reduction.
“MacGyver” it!
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Site Management Process Optimization (SMPO)
Long-term planning tool for optimization of a portfolio of environmental sites Optimization of existing remediation systems Technical support logic for programming and planning Systematic annual evaluation of site progress and management risk
Collaborative- and consensus-based project to ensure results that meet wide range, and sometimes competing, site management objectives Establishes a “tool” that can and should be revisited on a regular basis to update the business plan for the portfolio
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Multi-Site Optimization Example Includes technical performance and site understanding uncertainty scores, input from risk inventory, and life-cycle costs Low Certainty Score = Large Life Cycle Cost Delta = High Priority Technical Perform Certainty
Site CSM Certainty
Overall Site Certainty
Estimated Life Cycle Cost
Best Case
LF-20
83%
66%
73%
$420,000
$420,000
$620,000
No
SS-122
100%
98%
99%
$245,000
$245,000
$248,000
No
ST-123
64%
52%
59%
$2,776,000
$2,776,000
$6,296,500
Yes
SS-124
89%
94%
91%
$300,000
$300,000
$341,500
No
SS-125
68%
62%
65%
$1,800,000
$1,800,000
$2,710,000
Yes
SS-130
88%
78%
81%
$275,000
$275,000
$343,250
No
SS-139
98%
94%
95%
$245,000
$245,000
$265,000
No
SS-215
88%
95%
91%
$467,114
$467,114
$614,182
No
SS-216
91%
95%
93%
$424,257
$424,257
$519,767
No
HYDRANT
63%
47%
57%
$1,450,000
$1,450,000
$1,707,500
Yes
$8,678,371
$8,678,371 $14,058,699
Site Name
Total
Worst Case
Optimize Activity Priority 1
NOTES: Site is given priority if CSM Certainty < 70% OR deviation between Best Case and Worst Case is > 1.5. LCC = life-cycle cost to complete "Complete" is defined as a site-specific site management endpoint including long-term care LUCs or clean closure. Limit of 30 years.
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Development of a Site Strategic Plan – Incorporating RPO Philosophy: Look at the big picture and keep the endgame in mind Re-evaluate as new key data are gathered or conditions change
Operating Facility
Key Components Site end use (and options for it); e.g. operating facility vs site currently owned by others Potential risks (human and ecological) and liabilities Corporate objectives, financial analysis used. Is site closure important or minimize annual spend Regulatory program - requirements, opportunities, limitations, stakeholder engagement
Redeveloped Facility
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Remediation Strategy Development Component of CSM – Cross-Section
Conceptual Site Model (CSM) Doesn’t need to be refined to begin with Update as more information is obtained Geology/hydrogeology/redox conditions Contaminants, source, concentrations Risk pathways
Remediation, management, and RPO strategies Start thinking about them early
Data Gaps Adjust the plan to collect information needed to minimize variables 16
Site Investigation Tools for Petroleum Hydrocarbons – Tools to Match the Site and the Objectives Process of Selecting the tools
CSM Cartoon
Evaluate existing CSM (e.g. geology/hydrogeology/LNAPL saturation) Identify regulatory and other drivers Preliminary consideration of remedial strategy Identify data gaps Select the tools to cost effective achieve; likely a combination of tools
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Site Visualization of CSM Information
MIP and LIF tools can allow for low-cost assessment & visualization of source areas. While it is preferred preremediation, it can also be performed during existing remediation: for sites that have been in remediation for a long time, or to compare to pre-remediation data).
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Visualizing Source Areas to Aid in the Remediation & Optimization Process
F Resolution of CSM – Identified Deeper NAPL
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TCE Discharge Location Identified – calculating concentration and mass COC flux Determine optimum locations for remediation wells, trenches, and/or focus.
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Other Examples of Visuals and Cost Data Determine the Degree of Hydraulic Control
Cost Evaluations
Drawdown (feet)
BTEX (μg/l) 20,000 16,000 12,000 8,000 4,000 2,000 1,000 500
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Typical 4-phase Distribution of NAPL
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NAPL Mobility Nomenclature
Residual Saturation Range No NAPL
NAPL can flow into wells
Migrating
NAPL present but cannot flow into wells
Mobile
Residual
Increasing NAPL Saturation
NAPL can flow to new area
Recoverable Sres
NAPL Saturated
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LNAPL Smear Zone Profile
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Laser-induced Fluorescence Ultraviolet Optical Screening Tool (UVOST™) Measures fluorescence of PAHs relative to a reference emitter (%RE)
Accepted technology for delineation of LNAPL in subsurface soil Direct-push Real-time
Site- and LNAPL-specific response “Calibrate” against in-well petroleum samples or analytical results of soil samples
Can be performed pre, during, and post remediation
Example LIF Data
Advanced LIF: Ratio of wavelength response can be used to semi-quantitatively characterize variation in LNAPL quality Type of fuel or fuel mixture Degree of weathering
LIF Rig
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Site Investigation Tools for Petroleum Hydrocarbons – Variety of Tools and Approaches Intact soil core –Pore fluid saturations LNAPL Mobility Analysis: lines of evidence to evaluate if it can move Pore fluid saturations and other parameters; calculations Free product mobility lab testing: (Water Drive and centrifuge) NAPL Saturation in Sediment
Soil Core Preparation 26
Identify Product Saturation Zones Core Indexing and photography to target remediation depths
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Petroleum Source Identification Process
Suspected Petroleum Release Site History Products in Use
Known Releases
Age of Releases
Suspected Source
Basic Petroleum Identification (GC-FID) Gasoline
Diesel
Oil
Other
Advanced Petroleum Identification Biomarkers
PAHs
Simulated Distillation
VPH/EPH
ASTM D5739
PIANO
Stable Isotopes 28
What Does Basic Identification of a Petroleum Product Look Like? Crude Oil
Regular Gasoline
Diesel #2 Abundance vs. Time
30W Motor Oil JP-7
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Visual Comparisons A visual comparison of chromatograms between the original product or a reference product can provide a good estimation of the weathering process. This is an example of the alteration of gasoline due to evaporation only.
Chromatograms from Wigger and Torkelson
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Natural Source Zone Depletion (NSZD) – An Important Part of the CSM for LNAPL NSZD is the term used to describe the natural processes of subsurface volatilization, dissolution, and biodegradation of petroleum in source zones It is more significant than previously thought and results in measurable petroleum losses
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Information Management for RPO Save Costs Obtain Better Data and Information (higher quality and volume) Reduce Risks & NOVs (allows for preventative management) Allows us to make better business decisions (both technical & business informatics) Expedite compliance and regulatory reviews and approvals (internal/external) Assist compliance, regulatory, engineering, ER, HSSE, and permitting teams drives collaboration across client teams/companies/regulators Automate work flow, alerts, and reports Visualize and analyze trends and information Drive efficiency in operations and compliance – can make everyone’s job easier Make better optimization decisions! 33
Automate data collection, tracking, validating, and reporting!
Remediation system data Air and groundwater monitoring and compliances data Life-cycle waste management/minimization Compliance/site audits Maintenance Process data/remote sensors HSSE data and monitoring Asset data Permit information
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General Workflow Overview: Maximizing Software Capabilities
Maps
Field Data
Charts
Lab Reports Electronic Forms
Remote Sensors
Database
Tables Models
Incoming information is automatically processed into report quality deliverables
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Information Management Solutions Can … Work with existing systems Integrate historical information Bridge different groups (RP/consultant/regulator) Save costs while reducing risks Improve daily operations and management
Provides important information at your fingertips to optimize remediation system performance or adjust to changes/challenges.
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Maintenance Management Confidential Client – Field Inspection Time Allocation
Paper Inspections
Tablet Inspections 1%
12%
13%
6%
Preinspection Office Work
6%
Field Inspection 25%
25%
Data Collection
19%
Data Entry Quality Control
68%
25%
50% office work 50% field work
7% office work 93% field work
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Field Data Collection
Use any platform – computer, tablet, or smartphone Make live updates View layers of data and visuals Manage and evaluate assessment and remediation data
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Reporting/KPI’s
Dashboards are a great way to integrate your strategic performance measures with the data collected from multiple sources into an easily used platform
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“Smart” SVE System for Automating System Optimization Actuating Valve
Vacuum Transducer
Using Sensors/Meters & Automated Valves
SVE Wells
Flow rates from individual SVE wells
1 2
Applied vacuum on each SVE line
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In-line PID cycles across each influent SVE line for vapor concentration
Flow Transducer
Data Processing Flow rate & concentration used to calculate mass recovery rate from each SVE line The PLC adjusts actuating valves to the overall maximize mass recovery rate
In-line PID (for concentration)
Process Controls (for adjustments) SVE Blower
As certain SVE wells are remediated, the system reacts by constantly adjusting valves for optimized performance
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Remote System Control Screen Shots DPVE System
Biosparge System
AS/SVE Controls
AS/SVE System
Photos from Product Level Control,, 2016 41
Understanding a Site – Pre-Remediation
Hydrocarbon (HC) impacts at a former bulk storage terminal – focus on one large area of impact. Dissolved benzene reduction is the driver. • Mass of COC estimated in soil: 12,450 lb. • Mass of COC estimated as NAPL: 780 lb. • Mass of COC estimated in groundwater: 608 lb. Feasibility testing showed the following results from individual wells: • HC mass recovery rates up to 32 lb/day during SVE only • HC mass recovery rates up to 47 lb/day during AS/SVE
• HC mass recovery rates up to 59 lb/day during vacuum-enhanced SVE • NAPL recovery rates up to 12 gpd via total fluids recovery and 24 gpd using vacuum-enhanced recovery (mix of weathered gasoline & diesel) • Gas injection ROI of 15 feet at and average of 5 scfm for ozone design parameters
• SVE mass recovery data from 16 wells showed likely three different source areas.
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Learning From Remediation Failures & Successes?
It is helpful to understand COC mass distribution and estimate mass volume prior to technology screening. Use of in-field feasibility testing can help compare technologies, prove the best design approach, and understand site variabilities. Optimization and up-time are both critical – and should be considered during system design (inc. well network, pipe sizes, controls, equipment). Up-time not important if the system isn’t effective.
Do we know COC mass in soil, groundwater, and NAPL? Are all source areas known? It works in a bench test, but what about the field?
What are the life-cycle costs of ALL my remediation options? Are we collecting the correct field data during the assessment and feasibility testing? How can I design the system to make optimization easier?
It doesn’t have to be a new technology.
Remediation is a contact sport. How not to choose a technology! 43
Important Pilot Testing Evaluation Parameters
Technology
Key Parameters to Understand in the Field
SVE
Flow, vacuum, influence, groundwater level, mass recovery rate
DPE
Flow (vapor/gw/NAPL), vacuum, influence, groundwater level, mass recovery rate
ISCO
Oxidant demand, volume delivered, inject-ability , bio enhancement, benefits of gas delivery, ..
LNAPL Recovery
Initial and target transmissivity, fingerprinting, NSZD, enhance recovery technologies, …
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Pilot Test Pitfalls – Third Party Review of Major O&G Client Remediation System Designs Site 1 - Long-term SVE pilot test was performed. Vapor recovery rate from well was not quantified. Site 2 - Red flags during AS/SVE pilot testing were ignored (highly variable vapor flowrates from wells, highly variable mass recovery rates from well, extremely low induced vacuums at observation wells). System was installed anyway. Portions of vadose zone rapidly were remediated while other areas were largely unremediated. Site will require an extremely long remediation far in excess of estimated life-span.
Site 3 - Design of vapor abatement equipment based on pilot testing mass recovery rates and not on estimated mass of impact at site. This nearly always leads to oversizing the equipment and high utility costs toward the latter part of remediation. Vapor abatement equipment only needs to be large enough to remediate site in a timely manner (say 2-3 years) as initial hydrocarbon recovery rates tend to drop rapidly.
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Pilot Test Best Practices - Clearly Define Goals and Outline Data Collection Needs Pre-write data sheets so field personnel can easily double-check they have collected all requested data
- Staff pilot test with knowledgeable remediation engineer who can analyze data in field real time and make adjustments to test operation and data collection (with approval from client/regulator or within approved scope of work) to optimize pilot test Extending a pilot test beyond planned operation to collect vital data based on site response is negligible cost compared to remobilizing for a second test, or having incomplete data for system design Be mindful of measurement units on pilot test equipment - Test multiple technologies, locations, and/or depths to understand fluctuations due to variations in site cover and subsurface conditions. - Do not let rules of thumb be predictive of results If results are inconsistent or unfavorable, do not continue with system design. 46
Know Your Equipment Pilot Test data is useless if the correct units of measurement are not recorded.
“SCFH” AIR
Check user manuals to be sure you don’t need to perform a conversion to achieve the listed unit Double-check settings to be sure you are measuring (CFH/CFM, Pressure/vacuum, etc.) Write down where the reading was collected to determine if it is pre/post dilution air, restrictions etc.
Dwyer Instruments, Inc. Installation and Operating Instructions
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Selection of Key Design Parameters
Use of incorrect design parameters will frequently lead to poor performance. Examples of some key design parameters for various technologies are listed below. Technology
Key Parameter
Supplemental parameter 1
Supplemental Parameter 2
SVE
Soil vapor velocity in key zones
Initial Mass recovery rate
Vacuum v. distance evaluation
DPE
Dewatering req. in target zones
Same as SVE parameters
Liquid recovery rate and optimum drawdown/efficiency
ISCO
Mass to be treated
Lifespan of selected oxidant
Travel distance of selected oxidant in target zones, contact time, DO enhancement
LNAPL Recovery/ Remediation
Initial and target transmissivity
LNAPL and/or groundwater ROI, enhancement (SVE)
Changes in volume, transmissivity, viscosity, …
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System Design Pitfalls - Third Party Review of Major O&G Client Remediation System Designs
Site A - Skimming system is being implemented at a site with a large amount of gasoline NAPL and a remedial goal of 5 ppb of benzene. It was decided to sequence the remediation and start with product skimming prior to
multiphase extraction. Site cannot close until residual NAPL is removed hence all effort removing mobile NAPL (only 30% of total) is wasted.
Site B - Mass of hydrocarbon at site estimated based on dissolved phase mass X an unscientific fudge factor (not based on soil analytical in saturated zone or even octanol-water portioning coefficients). Mass of hydrocarbon was underestimated by easily a factor of 100 leading to selection of temporary injection of oxygenated water for the remedial technology. Limited mass destruction resulted in zero reduction in GW concentrations 49
System Design Pitfalls - Third Party Review of Major O&G Client Remediation System Designs Site C - Length of remediation is frequently based on past experience and not the best available science. This number is then used to perform life-cycle cost analyses which are used to pick the lowest cost remedial option.
This can lead to selection of incorrect technology when the actual length of remediation exceeds the estimated length.
Site D - Lack of quantification of ROI or use of incorrect (but easy) metrics. LNAPL skimmer ROIs based on rules of thumb, instead of recovery models, leading to extremely long (10-20 years) remediation duration..
SVE ROIs based on vacuum vs. distance rather than soil vapor velocities (SVV).
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Examples of Designing for Optimization Remediation Wells – using continuous-wrap well screen for high efficiency pumping (inc. NAPL recovery), SVE, AS, … System Piping – reduced headless for higher range of adjustments – for moving liquids or gases. May also install piping for alternate technologies, if needed, or access/clean-out sumps. System Equipment – design for flexibility – higher flow rates, more drawdown, larger ROI, … Multi-Technology Approach – simultaneous or phased (if needed) Sustainability Features – from re-use to power considerations. Remote Monitoring – for automated or remote adjustments of just better data collection w/ sensors. 51
Evaluation of Actual Performance Data
Design parameters are frequently based on short pilot tests or limited scope. Once system is operational, substantially more data becomes available. So use it! Performance data can be used to: Reconfirm design parameters are applicable at entire site Readjust system life span estimates (and expectations), if necessary Make changes to the system (e.g. adding extraction wells or changing vacuum blowers) Last resort – move to alternate remedial technology. Some technologies look like a good idea but simply don’t work in practice. 52
Understanding a Site – During Remediation Hydrocarbon (HC) impacts at a former bulk storage terminal – focus on one large area of impact. Dissolved benzene reduction is the driver. • Initial mass of COC estimated in soil: 12,450 lb. • Initial mass of COC estimated as NAPL: 780 lb.
• Initial mass of COC estimated in groundwater: 608 lb. (max dissolved benzene = 1,400 ppb) System performance - using SVE with total fluids recovery: • Year 1 mass recovery rates: Q1 (2,604 lb); Q2 (1,460 lb); Q3 (842 lb); Q4 (719 lb). Total = 5,625 (of 13,838 lb estimated, so ~ 41% reduction in Year 1 and approx. 8,213 lb left not including bio); • At end of Year 1: •
Max dissolved benzene = 280 ppb (80% reduction in max. concentration)
•
Remediation system continues to operate (with less wells and more aggressively per well);
•
MIP study and soil sampling will be conducted to evaluate remaining source areas;
•
Risk assessment will be re-evaluated with updated information.
•
Adding air sparging (piping/vaults added at time of installation) or using short-term oxidation injection being considered. 53
Optimizing Requires Analyzing System Data & “Reacting” to Improve Results
SVE Well
Flow Rate (scfm)
Mass Recovery Rate (HC (inches of water) lb/day)
Applied Vacuum
SVE-1
45 scfm
10 iw
21 lb/day
SVE-2
20 scfm
47 iw
32.0 lb/day
*SVE-3
79 scfm
2 iw