SLIDE 1
Thermal Flywheeling
1
Alex Woolf, PhD - Principal Data Scientist Lineage Logistics
2
THE NEED FOR COLD
Thermal Flywheeling Alex Woolf, PhD - Principal Data Scientist - - PowerPoint PPT Presentation
Thermal Flywheeling Alex Woolf, PhD - Principal Data Scientist - - PowerPoint PPT Presentation
Thermal Flywheeling Alex Woolf, PhD - Principal Data Scientist Lineage Logistics 1 THE NEED FOR COLD 2 THE NEED FOR COLD 3 THE NEED FOR COLD 4 THE NEED FOR COLD 5 LINEAGE INTRO 6 WAREHOUSE 7 LINEAGE INTRO 8 APPROACH QTY POWER
SLIDE 2
SLIDE 3
3
THE NEED FOR COLD
SLIDE 4
4
THE NEED FOR COLD
SLIDE 5
5
THE NEED FOR COLD
SLIDE 6
6
LINEAGE INTRO
SLIDE 7
7
WAREHOUSE
SLIDE 8
8
LINEAGE INTRO
SLIDE 9
9
APPROACH EBITDA PRICE LABOR = *
- POWER
=
POWER COST
kWT
THERMAL WORK
*
kWE kWT
EFFICIENCY
$ kWE
*
PRICE / kW QTY
SLIDE 10
10
- Lineage - Macon, GA
SLIDE 11
ENERGY RATES
11
SLIDE 12
12
WAREHOUSE
SLIDE 13
13
INDUSTRY STANDARD
Flywheeling Industry Standard
SLIDE 14
14
Cair [J/K] Tair [K]
Cfood [J/K] Tfood [K]
THERMAL MODEL
Heat Transfer (α)
Warehouse
SLIDE 15
15
THERMAL GRADIENTS
SLIDE 16
16
SLIDE 17
17
SLIDE 18
18
SLIDE 19
19
- Lineage - Mira Loma, CA
SLIDE 20
20
OPTIMAL SCHEDULING
Example Demand Charges Flat $18,550 / MW On-Peak $18,920 / MW Mid-Peak $3,630 / MW Example Structure
SLIDE 21
21
- Karmarkar (1986):
algorithm using interior point method faster than simplex for sets with many vertices
- Nesterov and
Nemirovski (1994): class of linear barriers that guarantee convergence in P
CONVEX OPTIMIZATION
SLIDE 22
22
SLIDE 23
23
Energy Rate Temperature Setpoints Resulting Power Draw
FLYWHEELING SOLUTION
SLIDE 24
24
SLIDE 25
25
SLIDE 26
26
SLIDE 27
27
FINANCIAL RESULTS
$3.18MM
2016 2018 Pro Forma 2018 A
RATES VOLUME FLYWHEEL RATES* COND.
$1.94MM
VFDS DOORS VALVES
$2.10MM $1.24MM $1.08MM
SLIDE 28
28
FLYWHEELING PATENT
SLIDE 29
29