A new approach for short A new approach for short

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To evaluate the software tool UNISIM in. To evaluate the software ... Semicontinuous High grade A. 02 CENT_B ... Semicontinuous Low grade. Characteristics of ...
A new approach for short term scheduling g in the production of sugar from cane. cane •Raúl Raúl Sabadí •Jordi Cantón •Carlos de Armas •Leopoldo Rostgaard •Moises Graells •Luis Puigjaner

ICIDCA Camilo Cienfuegos Sugar Factory UPC

Objectives • To evaluate the software tool UNISIM in the short term scheduling of operations in the production of sugar from cane. cane • To do this evaluation through a real case study in a sugar factory in which the milling capacity was reduced.

Case study: “Camilo Camilo Cienfuegos” g Sugar g Factoryy • Material balance. balance • Recipes construction. • Selection of a feasible schedule. • Schedule optimisation (SA).

Material balance for a three th massecuites it processing system.

U N I S I M

Characteristics of the equipment Characteristics of vacuum pans. No. Label

Volume (m3)

Process

Minimum Maximum Operating

01 TACHO_01

13.0

51.3

36.8

Low grade (C)

02 TACHO_02

14.6

53.0

38.5

Low g grade (C) ( )

03 TACHO_03

15.1

53.6

38.8

High grade (A, B)

04 TACHO_04 _

13.5

47.6

41.1

High g grade g (A, ( , B))

05 TACHO_12

13.0

47.6

38.5

High grade (A, B)

06 TACHO_13 TACHO 13

13.3

47.6

38.5

High grade (A, B)

07 TACHO_14

13.3

47.6

38.5

High grade (A, B)

08 TACHO_15 TACHO 15

13.3

47.6

38.5

High grade (A)

Characteristics of the equipment Characteristics of intermediate storage vessels. No Label No. 01 02 03 04

GRAN_502 GRAN_504 GRAN 504 GRAN_506 GRAN_507

Material

Capacity (m3) Maximum Minimum Fine grain 200.0 0.0 Improved fine grain 200.0 200 0 00 0.0 Material S1 150.0 0.0 Material S2P 150.0 0.0

Process Low grade Low grade High grade High grade

Characteristics of crystallisers. No. Label 01 02 03

CRIST_A CRIST_B CRIST B CRIST_C

Material Massecuite A Massecuite B Massecuite C

Capacity (m3) Process Maximum Minimum 168.0 168 0 168.0 312.0

0.0 00 0.0 0.0

High grade A High grade A Low grade

Characteristics of the equipment Characteristics of centrifugals. No.

Label b l

01 02 03

CENT_A CENT_B CENT_C

Material i l Massecuite A Massecuite B Massecuite C

Capacity C i (m3/hr) 48.0 62.0 44.0

Type Semicontinuous Semicontinuous Semicontinuous

Characteristics of vessels. No. Label

Material

01 02 03 04

Molasses A 40.0 Molasses B 40.0 Final molasses 1000.0 Syrup 80.0

TANQUE_MA TANQUE_MB Q _ TANQUE_MF TANQUE_MP

Capacity (m3) M i Maximum Minimum Mi i 0.0 0.0 0.0 0.0

Process High grade A High grade B Low grade

Materials in process. No.

Material

Label

Initial stock (m3) ( )

01 Prepared syrup

MP

0.0

02 Seed magma

MS

0.0

03 Material S1

M_S1

0.0

04 Material S2P

M_S2P

0.0

05 Material S2

M_S2

0.0

06 Material S3

M_S3

0.0

07 Fine grain

M_GF

0.0

08 Improved d fi fine grain i

M_GFM

0.0

09 Massecuite A

M_MCA

0.0

10 Massecuite B

M_MCB

0.0

11 Massecuite C

M_MCC

0.0

12 Molasses A

MA

0.0

13 Miolasses Mi l B

MB

00 0.0

14 Final molasses

MF

0.0

15 Sugar A

AA

0.0

16 Sugar B

AB

0.0

17 Sugar C

AC

0.0

Utilities and resources. No.

Utility or resource

Type

Units

Max.

Min.

Initial

01 Steam

Renewable

ton/hr

40.0

0.0

02 Electricity

Renewable

kWh

03 Level of material S1

Storage

m3

150.0

0.0

0.0

04 Level of material S2P

Storage

m3

150.0

0.0

0.0

05 Level of fine grain

Storage

m3

200.0 200 0

0.0 00

0.0 00

06 Level of improved fine grain

Storage

m3

200.0

0.0

0.0

07 Level of massecuite A

Storage

m3

168.0

0.0

0.0

08 Level of massecuite B

Storage

m3

168.0

0.0

0.0

09 Level of massecuite C

Storage

m3

312.0

0.0

0.0

10 Level of molasses A

Storage

m3

40.0

0.0

40.0

11 Level of molasses B

Storage

m3

40.0

0.0

40.0

12 Level of final molasses

Storage

m3

1000.0 0.0

0.0

13 Level of syrup

Storage

m3

14 Level of sugar A

Storage

15 Level of sugar B

Storage

4500.0 0.0

80.0

0.0

80.0

m3

1000.0 0.0

0.0

m3

1000.0 0.0

0.0

Process level representation

High grade massecuites processing (COMERCIALES)

Low grade massecuites processing (AGOTAMIENTO)

Production gy strategy COMERCIALES

Camilo Cienfuegos Sugar Factory

U N I S I M

COMERCIALES Recipes

Flows No.

Flow

Recipe COM_04 Label Coefficient

01 Seed magma

MS

-0.44

02 Prepared syrup

MP

-1.56

03 Material S1

M_S1

0.50

04 Material S2P

M_S2P

0.50

05 Massecuite A

M_MCA

1.00

Tasks No Task No.

Label

Size factor

Equipment

01

Boiling of massecuite A

MCA(IV)

1.0

TACHOS_A

02

Storage of material S1

ALM_S1

0.5

G_506

03

Storage of material S2P

ALM S2P ALM_S2P

05 0.5

G 507 G_507

04

Storage of massecuite A

ALM_MCA1

1.0

CRIST_A

Tasks in recipe COM_04 No. Task

a

b

c

TW

01- Load footing

0.0

0.007

1.0

0.0

02- Boiling S1

4.0

0.0

1.0

1.0

03- Discharge S1

0.25

0.0

1.0

0.0

04- Boiling S2P

1.0

0.0

1.0

1.5

05- Discharge S2P

0.25

0.0

1.0

0.0

06- Boiling MCA

1.5

0.0

1.0

1.5

07- Discharge MCA 0.25

0.0

1.0

0.0

02 ALM_S1

01- Get S1

0.25

0.0

1.0

0.0

03 ALM_S2

01- Get S2P

0.25

0.0

1.0

0.0

0.25

0.0

1.0

0.0

01 MCA(IV)

Subtask

04 ALM_MCA 01- Get MCA

TOP = a + bQc

TF = TI + TOP + TW

ES

02/01

03/01

04/01

Use of utilities and resources in recipe COM_04 No. Task 01 MCA(IV)

Subtask 02- Boiling S1

04- Boiling S2P

06- Boiling MCA

02 ALM_S1

01- Get M_S1

03 ALM_S2 ALM S2

01- Get S2P

04 ALM_MCA1 01- Get MCA

Resource

From

To

a

b

c

VAPOR

00 0.0

30 0 30.0

12 25 12.25

00 0.0

10 1.0

30.0

100.0

5.00

0.0

1.0

NIVEL_MS

0.0

100.0

0.0

-0.5

1.0

NIVEL_MP

0.0

100.0

0.0

-0.5

1.0

VAPOR

0.0

30.0

6.13

0.0

1.0

30.0

100.0

2.62

0.0

1.0

NIVEL_MP

0.0

100.0

0.0

-0.5

1.0

VAPOR

0.0

30.0

7.35

0.0

1.0

30.0

100.0

3.15

0.0

1.0

NIVEL_MP 0.0 00

100.0 00 0

00 0.0

-0.5 0

1.0 0

0.0

100.0

0.00

1.0

1.0

M S2P M_S2P

00 0.0

100 0 100.0

0 00 0.00

10 1.0

10 1.0

M_MCA

0.0

100.0

0.00

1.0

1.0

Gantt Chart for recipe COM_04

Paths and launches Launch: Árbol_05

Recipe Path COM_01 MA1(0304) COM_02 MAB2(031415041213) COM_03 MB3(1213) COM_04 MA4(04) COM_10 MA10(03) COM_11 MB11(04) COM_12 MB12(04) COM 13 MAB13(03041213) COM_13 COM_14 MA14(15) AGOT 01 MC1(01) AGOT_01 AGOT_02 MC2(02) AGOT_05 MC5(0102) AGOT_06 MC6(01)

No.

Path

01 02 03 04 05 06 07 08 09 10 11 12 13 14 15 16

MC1(01) CC MC2(02) CC MC3(01) CC MC3(02) CC DESP(03) MA4(04) CA MB3(1213) CB MA3(1415) CA MA1(0312)

Batches Size Qty. 36.8 1 36.8 1 36.8 1 36.8 1 36.8 1 36.8 1 36.8 1 36.8 1 0.0 1 38.5 1 38.5 1 77 0 77.0 1 38.5 2 77.0 1 38 5 38.5 2 77.0 1

Scheduling for vacuum pan TACHO_02 No. Batch Recipe

Task

Subtask

From

To

TOP

TW

01 01

MCC(I)

01 Load 01L d ffooting ti

0 00 0.00

0 26 0.26

0 26 0.26

0 00 0.00

02- Boiling GF

0.26

4.26

4.00

0.00

03- Discharge GF

4.26

4.51

0.25

0.00

04 Boiling 04B ili GFM

4 51 4.51

8 51 8.51

4 00 4.00

0 00 0.00

05- Discharge GFM

8.51

8.76

0.25

0.00

06- Boiling MCC

8.76

13.76

5.00

0.00

07- Discharge MCC

13.76

14.01

0.25

0.00

01- Load GFM

14.01

14.26

0.25

0.00

02- Boiling MCC

14.26

19.26

5.00

0.00

03- Discharge MCC

19.26

19.51

0.25

0.00

19.51

21.04

0.00

1.53

01- Load footing

21.04

21.30

0.26

0.00

02- Boiling GF

21.30

25.30

4.00

0.00

03- Discharge GF

25.30

25.55

0.25

0.00

04- Boiling GFM

25.55

29.55

4.00

0.00

05- Discharge GFM

29.55

29.80

0.25

0.00

06- Boiling MCC

29.80

34.80

5.00

0.00

07- Discharge MCC

34.80

35.05

0.25

0.00

01- Load GFM

35.05

35.30

0.25

0.00

02- Boiling MCC

35.30

40.30

5.00

0.00

03- Discharge MCC

40.30

40.55

0.25

0.00

02 05

AGOT 01 AGOT_01

AGOT_03

MCC(III)

03 04 46

05 71

OFF AGOT_01

AGOT_03

MCC(I)

MCC(III)

Gantt Chart. Case 1 for launch Arbol_05.

Gantt Chart. Case 1 for launch Arbol_05.

Gantt Chart. Case 2 for launch Arbol_05. _

Gantt Chart. Case 2 for launch Arbol_05. _

Utilisation rates of vacuum pans for launch Arbol_05 C Case 1 Pan

C Case 2

Horizon

Off

UR(%)

Off

UR(%)

TACHO 01 TACHO_01

24 0 24.0

0 00 0.00

100.00 100 00

1 53 1.53

93 60 93.60

TACHO _02

24.0

4.26

82.30

5.79

75.90

TACHO_03

24.0

0.00

100.00

0.00

100.00

TACHO_04

24.0

0.35

98.50

3.54

85.30

TACHO_12

24.0

1.96

91.80

1.68

93.00

TACHO_13

24.0

3.25

86.50

7.13

70.30

TACHO_14

24.0

4.73

80.30

6.18

74.30

TACHO_14

24.0

4.56

81.00

7.45

69.00

192.0

19.11

90.00 33.30

82.70

Total

Conclusions • A new approach for description and scheduling of the process in the boiling house for sugar production from cane is used and its advantages and limitations d demonstrated. t t d

Conclusions • The process for building such a model over the software package UNISIM is described through a real case study in a sugar factory. It was demonstrated the f ibilit off using feasibility i this thi tool t l for f the th analysis.

Conclusions • In this study not only the pans stage was included; but also the crystallisation and centrifugation areas of the factory factory. The use of utilities and resources, including i inventory t off allll intermediate i t di t materials, t i l were analysed.

Conclusions • The utilisation rates of vacuum pans as well as the influence of the production planning on the steam consumption profile were studied looking for fulfilling sugar production d ti requirements i t in i this thi factory.

Conclusions • The use of simulated annealing technique for optimisation of the schedule was not efficient for this case case, in which the feasible Gantt chart was near the th optimum. ti F Further th d developments l t of this tool should take this into account.

Conclusions • Based on this experience a software tool oriented to process scheduling in sugar industry from cane will be developed. developed