DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes...

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March 24, 2015 Analysis and Sustainability Mary Biddy Sue Jones NREL PNNL This presentation does not contain any proprietary, confidential, or otherwise restricted information DOE Bioenergy Technologies Office (BETO) 2015 Project Peer Review Refinery Integration 4.1.1.31 NREL 4.1.1.51 PNNL

Transcript of DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes...

Page 1: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

March 24, 2015Analysis and Sustainability

Mary Biddy Sue JonesNREL PNNL

This presentation does not contain any proprietary, confidential, or otherwise restricted information

DOE Bioenergy Technologies Office (BETO) 2015 Project Peer Review

Refinery Integration4.1.1.31 NREL4.1.1.51 PNNL

Page 2: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Goal Statement

GOALS: Model bio-intermediates insertion points to better define costs & IDopportunities, technical risks,information gaps, research needsPublish resultsReview with stakeholders

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Leveraging existing refining infrastructure potentially reduces costs for biofuel production but we first need to understand the impacts

Petroleum Refinery Picture courtesy of http://www.bantrel.com/markets/downstream.aspx

Biomass

C12+ Olefins

Liquefaction Oils

Petroleum Crude Oil

Lipids

Bio-refinery Bio-intermediates

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Quad Chart Overview

Start: October 1, 2012 (PNNL only)Start: October 1, 2014 (NREL+PNNL)End: September 30, 2016Completion: 50% for joint project starting in 2014

Barriers addressedAt-A lack of transparent and reproducible analysisAt-C Inaccessibility and unavailability of dataTt-S Petroleum Refinery integration of Bio-Oil intermediates

Timeline

Budget

Barriers

PartnersDOEFunded

Total Costs FY 10 –FY 12

FY 13 Costs

FY 14 Costs

Total Planned Funding

(FY 15 -16)

NREL $0 $0 $128k $422k

PNNL $65k $195k $228k $487k

Partners: For joint portion of project:

NREL (44%), PNNL (56%)External Reviewers:

Refining catalyst vendor (2)Refinery #1 modeling contact (2)Refinery #2 modeling contactRefining industry independent contractor

Page 4: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Project OverviewHistory: Joint Lab FY14 start - builds on previous work at both labs

NREL refinery blending models for the NABCPNNL high level survey of refinery integration potential (AOP project FY12-13)Complements separate NREL AOP project for refinery blending

Context: Economic deployment of biofuel Understand how bio-fuels can replace entire barrel of oil Understand how existing infrastructure can best be used

Objective: FCC and HCK model development to understand impacts, opportunities and gaps

Develop first-of-a-kind process models to enable consistent modeling framework for economic and sustainability assessmentsUnderstand and review current state of technology and informationID risks, research needs, and cost driversReview with key industrial stakeholdersPublish results and findings 4

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Approach (Technical)

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Potential Challenges & Risk MitigationConsistent and appropriate assumptions: defined technical basis and economic assumptions at start of project & reviewed with BETOData availability: engage researchers at both labs + literature data to estimate yields and product distributionMeaningful cost impacts: estimate value of bio-oil relative to crude oil from a refiner’s perspective when considering quality, yield and process impacts

Conversion Yields

Detailed Process Model in

Aspen Plus

Flow rates

Excel forRaw MaterialAccounting

Product Yield (LPG/Naphtha/Distillate/Heavy Oil)

Cost $BBL

EstimateOf Bio-Oil

Value to a RefinerOperating Conditions

Feedstock Composition (VGO/Bio-oil mix)

Page 6: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Approach (Technical)

Critical success factors: Stakeholder Review4 separate refining related entities agreed to assist with project

FCC catalyst vendor (2 contacts from same company: 1 with refining technologies and renewables expertise; 1 with expertise in FCC evaluations focusing on catalysts and feedstocks)Refiner #1 (2 contacts from same company – one with FCC expertise and one with HCK expertise)Refiner #2 (17 years in refining processes modeling research)Retired refiners now working as independent consultants

FY14: Sent the FY14 report document to all and Aspen models to those interestedCompiled feedback for use in revising models and methods (details in upcoming slides)

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Approach (Management)

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Approach structure Joint NREL and PNNL effort to leverage capabilities at both labsProject Management Plan (PMPs) indicating scope, budget, scheduleAnnual Operating Plans (AOPS) prepared prior to each fiscal year

Details quarterly milestones and deliverables (see additional slides)Go/No-go point May 2015 to assess project value and directionFY15-16 AOP passed Merit Review July 2014

Quarterly reporting to BETO (written and regularly scheduled calls)Potential Challenges and Risk Mitigation

Researcher proximity: we have regularly scheduled calls & data exchangesData compatibility: use same software platforms & exchange models for cross-check review

Critical success factorsEngage stakeholdersMake results publicDeliver product on-time, on-budget

Page 8: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Technical Progress & Results: intermediatesCurrently Identified Bio-Oil Intermediates*

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VGO Vaccuum gas oil

VBGO Visbreaker gas oil

AGO Atmospheric gas oil

DAO De-asphalter oil

LCO FCC light cycle oil

HCO FCC heavy cycle oil

Resid Residual oil

H+LCGO Heavy coker gas oil, light cycle gas oil

Petroleum Intermediates 52 references: literature and experimental data

Initial Intermediates chosen: • Partially hydrotreated pyrolysis oil (fair

amount of information available regarding FCC co-processing; some hydroprocessing data)

• VGO as conventional feed

HTL=hydrothermal liquefaction; LE= lipid extracted; HYP=hydropyrolysis; CPO=catalytic pyrolysis; HDO=hydrodeoxygenation

Page 9: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Technical Progress & Results: HCK Model

Modeled reactor, gas separation and H2 recycle, product separationPure compounds used (versus pseudo-components)Stoichiometric Reactor ModelAspen model flowsheet shown in additional slides

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Gas Oil

Sour water

Fuel Gas

Make-upHydrogen

Reactor

High Pressure Separator

H2SStripper

Low Pressure Separator

Fractionator

Naphtha

Kerosene

Diesel

Heavy Diesel

Hydrogen Recycle

Acid Gas Removal

Fuel Gas

Fuel Gas

Page 10: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Technical Progress & Results: HCK Model

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Blended feed modelsUsed best judgment for HCK products of blended feed based on experience with hydrotreating pyrolysis oils; some lit on HCK of VGO with vegetable oils90/10 wt% and 80/20 wt% VGO/bio-oilConsistent throughput and reactor inlet temperature for all three cases

100% VGO feed modelBack blended distilled products distillation curves* in Excel to estimate HCK effluent Model check: Compared resulting utilities and HCK model product distillation compared to literature

* Parkash Refining Processes Handbook, 2003

Page 11: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Technical Progress & Results: FCC Model

Modeled reactor, gas separation and H2 recycle, product separationPure compounds used (versus pseudo-components)Stoichiometric Reactor ModelAspen model flowsheet shown in additional slides

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To light gasoline finishing

Distillate

Medium Pressure

Steam

Makeup Catalyst

Heavy CycleOil

Fuel Gas

To heavy gasoline finishing

Light Cycle Oil

Regenerator

Air

ReactorFlue Gas to

Boiler

Gas oil or Resid

Fractionation

Page 12: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Technical Progress & Results: FCC Model

100% VGO feed modelBack blended distilled products distillation curves* in Excel to estimate FCC effluent Model check: Compared resulting utilities and FCC model product distillation compared to literature

* Parkash Refining Processes Handbook, 2003

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Blended feed modelsOverall yields are based on published literature for comparable blends of partially upgraded bio-oil for FCC productsOxygen removal is either through the formation of water or CO2 and the yields are consistent with recent experimental results (60-70% of oxygenated species converted)90/10 wt% and 80/20 wt% VGO/bio-oilConsistent throughput and reactor inlet temperature for all three cases

Page 13: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Technical Accomplishments

Developed first of a kind process models for hydrocracker and fluidized catalytic cracker units

Developed baseline models for traditional petroleum vacuum gas oil (VGO)

Introduced partially upgraded pyrolysis oil at 10wt% and 20wt% blend

Performed preliminary economic analysis to estimate the value of bio-oil to a refiner based on set price of crude and process impacts

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Gas Oil

Sour water

Fuel Gas

Make-upHydrogen

Reactor

High Pressure Separator

H2SStripper

Low Pressure Separator

Fractionator

Naphtha

Kerosene

Diesel

Heavy Diesel

Hydrogen Recycle

Acid Gas Removal

Fuel Gas

Fuel GasHCK

Page 14: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Technical Accomplishments:Key Milestone

Completed report summarizing process design and assumptions and economic analysis of integrating upgraded bio-oil in refinery FCC and HDO processes

Report provided to 4 different external key petroleum refining stakeholder organizations. Feedback received from 5 total independent reviewers.

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Page 15: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

General comments:Reduce flowrates (or add capital) for blended feeds to account for process constraints such as

FCC coke makeHCK hydrogen availability

Heating value vs. volume swellRe-evaluate co-product basis (gasoline & diesel fraction, vs offgas, LPG) and consider a range of valuesConsider fixed costs: labor, maintenance, depreciation in addition to variable costs

Unit specific commentsFCC: heat balance methods; consider higher catalyst lossHCK: losses to light material; catalyst deactivation (increase cost or reduce throughput; consider heavy oil hydrocracker

Feedback on sensitivitiesVary crude pricesCapital expenses to accommodate 20 wt% bio-oilRe-consider 100% conversion of oxygenates and discount products accordinglyCoke production in both unitsOther variable costs such as waste water treatment, gas clean-up, additional wastes

Feedback on data gapsBio-oil and petroleum miscibilityMetallurgy impactsEffect of oxygenates on pump seals

Feedback on data sources: parallels with other workOil shale and tight oil pilot workVegetable oil/triglyceride cc-processing workCoal liquid co-processing work 15

Technical Accomplishments:Industrial Assistance

Page 16: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Project Relevance

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Project directly contributes to BETO goals per 11/2014 MYPP:“The market potential of bio-oils as a feedstock for petroleum refineries is largely unknown. There is a need to gather information to understand the technical risks and to illustrate the economics and sustainability of integration so that refineries will consider the bio-oil intermediate an acceptable refinery feedstock.” (Thermochemical Conversion)“Convey the results of analytical activities to a wide audience, including DOE management, Congress, the White House, industry, other researchers, other agencies, and the general public” (Analysis and Sustainability)

Positive impact on commercial biofuel viability:Determine bio-fuel production cost reduction opportunitiesDetermine realistic estimates of how much biomass could potentially be co-refined and the impact on the Renewable Fuels Standards (RFS)

Target Audience: BETO and industrial stakeholdersEngage key stakeholders in the industry for their review and feedback on underlying assumptions, and share their insight on the issues of risk and technical information needs for risk assessmentFeed results to related BETO projects (experimental and analysis)Identify data gaps needed for further consideration to BETO conversion platform

Page 17: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Expected outcomes and applicationsUnderstand & review current state of technology and information available to integrate biomass derived intermediates into existing petroleum refineriesBegin to assess if refinery integration will be successful in the future in terms of economics, sustainability and technical risks. Assess cost requirements from the refiner’s perspectiveIdentify the technical risks, research needs and primary cost drivers in using biomass derived intermediates in petroleum refinery hydrocracker and fluid catalytic cracker unitsGiven the underlying uncertainty in the current data, identify which data gaps are critical to address in the near term to understand the cost implications and/or risk for refinery integration Help identify specific properties favorable for integration as well as properties that may limit the ability to integrate biomass intermediates and estimate the economic implications of meeting these desired properties

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Project Relevance

Page 18: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Future WorkFY15:

Continue model updates per reviewer feedback; leverage Aspen HYSYS capabilities in addition to AspenPlusBegin to identify data needs for Life-Cycle Analysis (LCA)Continue stakeholder reviewsStakeholder Dissemination: Present work to date at AIChE Spring MeetingGo/no-Go in May to determine whether to continue on or change courseKey Milestone: Complete draft journal manuscript of co-processing information to date

FY16:Expand models to consider co-processing of distilled bio-oil in hydrotreatersPotentially work with ANL regarding sustainability assessments Investigate supply chain integration (biomass type, location, proximity to petroleum refineries)Continue stakeholder reviewsKey Milestone: Summary white paperProject ends: Not the last word, results feed into a bigger picture (Refinery Blend LP model for example) 18

Page 19: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Summary

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Overview: Begin to understand co-processing issuesApproach: Iterative, NREL & PNNL share inputs & review results with external expertsTechnical Accomplishments/Progress/Results

FY14: Completed preliminary FCC and HCK cost and performance models with external reviewFY15: received external review feedback & began incorporation

Conducting on-going literature searchPreparing data requests

Relevance: by assessing use of existing infrastructure, this project aligns with BETO’s mission to reduce biofuel production costsFuture work: Go/No-go, journal draft, sensitivity analysis, sustainability analysisStatus since 2013 Review: PNNL FY12-13 AOP project had review from one retired refiner. Peer reviewers recommended bringing in additional expertise. Joint NREL/PNNL project started in FY14 and added multiple industrial assistance.

Page 20: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Acknowledgements

Bioenergy Technologies Office – Alicia Lindauer

April 1, 2015

PNNL TEAMSue Jones

Mark BeardenYunhua Zhu

Steve PhillipsAsanga Padmaperuma

NREL TEAMMary Biddy

Michael Talmadge

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Page 21: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Additional Slides

Response to reviewers commentsPublications and presentationsProject milestonesModelling detail exampleAbbreviations and acronyms

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Page 22: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Responses to Previous Reviewers’ Comments

2013 Peer Review of PNNL AOP project from FY12-13: “Broader engagement with more refineries and with downstream stakeholders is a key factor to make this and follow-up efforts worthwhile” “Needs much more collaboration with industry and labs”

Response: Per reviewer recommendations, PNNL partnered with NREL to leverage previous and ongoing work at both labs and also increased the number of industry contacts from 1 to 4 separate entities (6 reviewers total)

Go/No-Go Reviews: scheduled for May 31, 2015

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Page 23: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Publications andPresentations PNNL FY12-13 work

Publications:Freeman C. J.; Jones, S. B.; Padmaperuma, A. B. et al Initial Assessment of U.S. Refineries for Purposes of Potential Bio-Based Oil Insertions, April 2013, PNNL-22432

Presentations:2013. Freeman, C. J.; Jones, S. B.; Padmaperuma, A. B. et al Initial Assessment of U.S. Refineries and the Potential for Bio-Based Oil Insertions” Presented to the Bioenergy Technologies Office March 22, 20132013. "Opportunities for Biomass-Based Fuels and Products in a Refinery - A Preliminary Investigation" Presented by Corinne Valkenburg (Invited Speaker) at Biomass 2013, Washington, DC on August 1, 2013. PNNL-SA-97258 2014. "Preliminary assessment of potential bio-based oil insertions to US refineries" Presented by Asanga Padmaperuma at 2014 Spring Meeting and 10th Global Congress on Process Safety, New Orleans, LA on March 31, 2014. PNNL-SA-1017712014. "Initial Perspectives on Biomass and Bio-oils in Existing Infrastructure." Presented by Corinne Drennan (Invited Speaker) at Bio-oil Co-processing Workshop, New Orleans, LA on May 23, 2014. PNNL-SA-102992.

NREL/PNNL FY14-17 workPresentation planned for AIChE Spring meeting (April 2015)Publication draft planned for Q4FY15

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Page 24: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Milestones and Metrics

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Title/Description Due Date Completed

Define conventional feedstocks and up to 5 bio-intermediate streams to feed hydrocracker and FCCU processes (joint PNNL/NREL) Dec-13 On-time

Complete base Aspen models for the 2 refinery processes (joint PNNL/NREL) to include a stoichiometric based reactor, heat integration and product separation and summarize in a brief (joint PNNL/NREL Mar-14 On-time

Complete co-processing cost estimates for at least two intermediates (oils with different oxygen contents) Jun-14 On-time

Complete reviewed hydrocracker models with 2-3 process configurations (PNNL), FCC models with 2-3 process configurations (NREL) and report (PNNL/NREL) summarizing model assumptions, and outcomes identifying gaps, potential issues and opportunities for co-processing. - ML/DL). Sep-14 On-time

Revise models (HCK PNNL and FCC NREL primary focus) to incorporate industrial/stakeholder reviewer feedback from FY14 and new literature/ experimental data leading towards the Q2 deliverable and summarize in a brief to BETO Dec-14 On-time

Define and use models (HCK PNNL primary focus; FCC NREL primary focus) to collect sustainability metrics (e.g. GHG emissions, net fossil energy consumption) that are relevant to BETO's economic and sustainability goals, and summarize in a brief to BETO Mar-15

Go/No-Go decision: Model Utility May-15

Joint NREL-PNNL publication including a literature review of refinery integration data, and key economic results with a focus on data gaps, roadblocks and opportunities for bio-fuel cost reduction Sep-15

Consider alternative biomass derived feedstocks for co-processing, potentially produced from hydrothermal liquefaction or via fermentation, and develop hydrotreating model. Develop list of sustainability metrics to be collected and summarize in a brief to BETO Dec-15

Complete base and co-feed hydrotreater models from Q1 FY16 and summarize in a brief to BETO Mar-16

Complete biomass availability on a county level and proximity analysis to existing petroleum refineries for current and future scenarios; leverage HCK, FCC and hydrotreater model outputs. Summarize in a brief Jun-16

Final deliverable: NREL, PNNL ANL white paper draft for publication Sep-16 24

Page 25: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

25

22122212(IN)

24222422(IN)

20512051(OUT )

2340

2340(OUT )Q2301

23012302

2311

2312

2313

2314

2310

2316

2315

2322

2319

2321

2320

2317

2318

2323

2324

2325

2330

2327

2326

2328

2344

2329

2332

2331

2343

2335

2390

2334

2338

2336

2337

2341

2339

2333

2342

HEX2301AFLH2310

P2301

V2313

MIX2313

S EP

SEP2311S EP

SEP2312

C2320

S EP

SEP2313

FLH2314

MIX2315

FLH2315

HEX2301BT 2330

MIX2335

FLH2345

P2337

MIX2345

V2345

HEX2345

MIX2337MIX2330

HEX2302

HEX2340

KO DRUM

SOUR WATER

DEA ABSORBER

P = 550 PSIG

SOUR WATER

P = 150 PSIG

STEAM

OILY WATER

TO AMINE CONTACTOR

W ATER H2S STRIPPER

CW

77

15

735492

22002200(IN)

204

2690

51632

21102210(IN)

163

2730

107221

20512051(IN)

776

2565

894345

2212 2212(OUT )

77

2635

735492

2205

717

2630

7354922207

-244

Q2213

421

2630

894345

2208

750

2615

894345

2210

1283

2565

7520412210-4

750

2565

1423042210-3

1017

2550

894345

2211

750

2615

1423042210-2

750

2615

752041

2210-1

P-2205

HX2213A

MX2206

HEATER

HE2208

MIX2207

SEP

SEP2209 R2201-2

QR2201-2

HX2213B

Tempe ra ture (F)

Pre ss ure (ps ia )

Ma s s Flow R ate (lb/hr)

Duty (M MB tu/hr)

Hydrogen

VGO

2.25% hy drogen chemical consum ption (by wt)

HYDROCRACKER

Aspen HCK and Gas separation

Page 26: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

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23402340(IN)

2422 2422(OUT )

Q2401

2401 1 2402

3

2403

4 2410

24052409

24282413 2414

24072416

2419

2421

2420

2

2423

2404-1

2425

2426

10

2408

2406

2480

2427

13

5

15

Q2403

6

9

7

8

14

11

2411

2417

2412

2415

2418

HEX2401A HEX2402A

HEATER

HEX2403

HEX2402BP2411

P2412

HEX2401B

P2413

FLH2410

SEP2410

P2420

T 2410

T 2420

SEP2420

HEX2404A

HEX2403A

P2415

HEX2403B

SEP2430

P2414

T 2430

HEX2404B

HEX2405

HEX2409

HEX2406

HEX2408

HEX2410

HEX2411

CONDENSATE

NAPHTHA

KEROSENE

DIESEL

HEAVY DIESEL

STEAM (150 psig) GEN.

STEAM

STEAM (10 psig) GEN.

Aspen HCK Product Separation

Page 27: DOE Bioenergy Technologies Office (BETO) 2015 Project Peer ... · * ParkashRefining Processes Handbook, 2003. Technical Progress & Results: FCC Model Modeled reactor, gas ... Report

Abbreviations and Acronyms

April 1, 2015 27

ANL: Argonne National LaboratoryAOP: Annual operating planBETO: Bioenergy Technologies OfficeBBL: BarrelFCC: Fluidized catalytic crackerGGE: Gasoline gallon equivalentHCK: HydrocrackerLCA: Life-cycle analysisMFSP: Minimum fuel selling priceMYPP: Multi-year program planNABC: National Advanced Biofuels ConsortiumNREL: National Renewable Energy LaboratoryPMP: Project management planPNNL: Pacific Northwest National LaboratoryVGO: Vacuum gas oil