best practices in a refinery wide implementation of apc€¦ · best practices in a refinery wide...

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ERTC 22 nd Annual Meeting November 15 th , 2017 Athens Eleni Zouridaki: [email protected] Maurizio Rossi: [email protected] Best Practices in a Refinery wide implementation of APC

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Page 1: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

ERTC 22nd Annual Meeting November 15th, 2017 – Athens

Eleni Zouridaki: [email protected]

Maurizio Rossi: [email protected]

Best Practices in a Refinery

wide implementation of APC

Page 2: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

1

Outline

• Introduction to Motor Oil Hellas and Alpha Process Control

• Refinery and APC: the program

• Lesson learnt: APC focus on constraints and targets

• From APC to Optimizer

• Benefit of APC maintenance program

Page 3: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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• MOH was founded in 1970 by Vardinoyiannis Group.

• Located near the city of Corinth in Greece

• One of the largest and most flexible Refineries in the Eastern Mediterranean

In full operation since 1972 and gradually expanded to an industrial complex of over 30 licensed processes; the major unit blocks are as follows:

2 CDU, 2 VDU, FCC, CCR, LUBES PLANT, MHC, HPU, 3 HDT, VISBREAKER, MTBE, HF ALKYLATION, TIP, 4 SRU, DIMERSOL

Nominal Capacity of 173,000 barrels/day

About Motor Oil Hellas

Page 4: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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About Alpha Process Control

© 2012 Alpha Process Control. Confidential Information.

Technology Independent to maximize flexibility of implementation

Engineering Consulting Company specialised in Process Performance Optimization

Experts in the implementation of APC strategies to the Refining and Petrochemical Industry

Page 5: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

4

APC Background

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Motor Oil started collaborating with Alpha Process Control in 2013 in a refinery-wide program as part of its Operational Excellence Initiative using Advanced Process Control.

2013

2014

2015

2016

2017

CDU#1 CDU#2

FCC VDU

HDS HDT MHC H2NET

CCR

LUBE ALKY

ISOM Optim. Study

Page 6: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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APCs Structure (#MVs/#CVs)

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CDUs

FCC VDU

HDS HDT

MHC

H2

CCR

LUBE

ALKY

ISOM

Largest number of CVs and MVs; some of them not used (not real targets for the unit)

Smaller number of CVs and MVs; more focused on real constraints

Design reviewed in the Alpha Maintenance Program

Commissioning to be finalized

Small APC, real constraint focus

Page 7: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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Poll Questions

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Have APC applications have you implemented on your process? How many large

APC (#MVs > 15, #CVs > 30)?

Do you have small applications (#MVs

< 5, #CVs < 8)?

Page 8: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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APC focus on Constraints • As shown above, some of the applications have a large number of

CVs and MVs, making them complex to handle and less user-

friendly to operators

• During the APC implementation program a set of critical constraint

for the units were defined and the APC actions were focused on

these constraints

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The Message

Catch the most impacting benefits from the unit with the most simple APC structure

Page 9: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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CV

s

Dew Dist

Merox Max. Feed

DSL 85%

Other Capacity

Constraints

DSL 95%

Analysis of constraints; among top-ten: • MEROX max. feed • DEW Point Distance • Diesel 85%/ 95%

Few Examples

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H2

CCR

ISOM

CDUs

CDUs On CDUs: focus on the most impacting constraints

Designed as target-focus APC fetching the main

constraints in the unit in a simple APC structure

Page 10: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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CDUs: Minimizing the Naphtha

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Refinery in Diesel Production asset: Naphtha minimization is a target

• Dew Point distance • Jet Flash Point • Naphtha 90% - 95%

Real Constraint of the unit

Normally not used. CVs in OFF

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0 500 1000 1500 2000 2500 3000 3500 4000 4500 5000 5500 6000 6500 7000

DewPointDistance

Samples

Baseline WithAPCONDew Point Rebuilt in APC equation and compared to rigorous model in different operating conditions

With APC Naphtha is minimized against the dew-point distance

Main Target of Naphtha Minimization for 100% of the time

Page 11: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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CDUs - Diesel Optimization

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• DSL 85%, 95%, Cloud Point

• LGO-DSL Mix 85%, 95% • LGO 85%, 95%, Cloud Point

Based on the refinery asset the Diesel target is given on DLS 85% or DSL 95%. The real target should be in the Diesel Pool (85%, 95% or Cloud Point)

APC mainly working on DSL constraints

Limit often adapted for the Diesel Pool

specification

Normally not used. CVs in OFF

Page 12: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

11

CCR – RON Maximisation

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ST.DEV Reduction of Duty

ON OFF REDUCT

DUTY 1 0.527 0.840 -37.28%

DUTY 2 0.580 1.055 -45.05%

DUTY 3 0.734 3.023 -75.73%

DUTY 4 0.932 1.380 -32.49%

• 4 reactors • To maximize RON the constraint is the Max Duty for each furnace • Simplified APC with only 4 MVs (COTs) and 4 CVs (Duties)

Reduced APC scope

Simplified Structure – more user-friendly for operators

The larger benefit of the unit (RON Max.) has been achieved without inferential or analyzer. No RON prediction

High Service Factor, always pushing to the proper constraint: Duty on High limit for each furnace

Utilization of the controller almost 100%, without any moves from the control-men

Page 13: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

12

ISOM – Stabilizer

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14,5

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07/08/17 09/08/17 11/08/17 13/08/17 15/08/17 17/08/17 19/08/17 21/08/17

RVPBias

RVP(Inferential,LAB)

HighLim LowLim ReadValue SSValue RVPInfer LAB BIAS

Focus on a single column: target is to maximize the RVP in bottom to promote LPG to Isomerate

Reduced APC scope

Simplified Structure

Benefit Achieved

Bo

tto

m S

team

R

VP

(in

fere

nti

al, L

AB

)

Second target: reduction of iC5 in overhead Section to maximize RON in Isomerate

Influenced by the upstream section - deisopentanizer column. In stabilizer only influenced by overhead pressure – increased to the high limit of MV

Page 14: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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H2 Network

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MV1

MV2

• Complex Scheme.

• Selected 2 MVs only that will provide the most of benefits by reducing the H2 loss to fuel gas network

0

100

200

300

400

500

600

700

31-Dec-13 1-Mar-14 30-Apr-14 29-Jun-14 28-Aug-14 27-Oct-14 26-Dec-14kg/h

APC OFF APC ON

H2 Loss to FG Net

Page 15: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

DSL 85%/95% Limit often adapted for the Diesel

Pool specification

Kero and Jet Maximised on CDUs; however the

real constraints are in the MEROX unit

APC on CDUs/VDU APC on MHC APC on HDS/HDT

Optimizing the diesel against DSL 85% or DSL 95%. Local optimum.

Optimizing the Kero against Freezing. Local optimum: mixed with Kero

from CDUs.

Optimizing the Sulphur for each

unit. LCO maximization

requires coordination.

Perspective Change

Refinery Optimizer

The implementation of APC on different unit created the need of a refinery-wide optimization

APC Coordination with Refinery-Wide optimization

Page 16: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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Maintenance Program Outline • APC Maintenance allows keeping their performances to top level.

• From the lesson learnt in the APC implementation program, the maintenance report should focus on – Real constraints of the unit

– Detailed analysis of process constraints

– Real indicators of performances

• Maintenance reports automatically generated are not focused on real process constraints; they often are limited to statistical analysis of CVs/MVs: useful analysis but not complete.

• Maintenance report aim is to detect any sub-optimal application and suggest the actions to return to top performances

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Page 17: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

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Summary • MOH, as part of their Operational Excellence Initiative, has implemented

several APC on different units

• APC applications have different targets and constraints; one of the lessons

learnt is to focus on the real constraints of the units to reach the largest

possible benefits with the most simple APC structure

• The APC implementation changed the focus of the refinery from single-unit

optimization to refinery-wide optimization (next phase)

• Alpha and MOH have in place an APC maintenance program to keep all

applications to top performances and to maintain the focus on the real

process constraints and targets of the units

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Page 18: Best Practices in a Refinery wide implementation of APC€¦ · Best Practices in a Refinery wide implementation of APC . 1 Outline •Introduction to Motor Oil Hellas and Alpha Process

Eleni Zouridaki: [email protected]

Maurizio Rossi: [email protected]

Question and Answers