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ELG 4126 – DGD Sustainable Electrical Power Systems Winter 2015

ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

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Page 1: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

ELG 4126 – DGDSustainable Electrical Power Systems

Winter 2015

Page 2: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

DGD Introduction

• TA: Viktar Tatsiankou (PhD student)

• e-mail: [email protected]

• Objectives of the DGD:– to teach students the economics of the distributed

energy generation

– to assist students with the background information for case studies

– to learn!

• The DGD is worth 15% of the course

• There will be 2 or 3 quizzes based on the DGD material, unannounced!

DGD - ELG 4126 2January 26, 2015

Page 3: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Review from last DGD

• Distributed resources– Distributed generation

– Grid resources

– Demand-side resources

• Electric utility rate structure

– Standard residential rates

– Residential time-of-use (TOU) rates

– Demand charges

– Demand charges with a ratchet adjustment

– Load factor

– Real-time pricing

DGD - ELG 4126 3January 26, 2015

Page 4: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Distributed generation

• Generation of electric power by a variety of small-scale producers (up to 50 MW) located close to the point of use

• Examples:

– Wind turbines

– Solar farms

– Fuel cells

– Mini-hydro

DGD - ELG 4126 4January 26, 2015

Page 5: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Standard residential rates

• Example of standard residential electric rate

• This is an inverted block rate structure (designed to discourage excessive consumption)

DGD - ELG 4126 5

Power is measured in W or J/sEnergy is measured in J or W·s

1 J = 2.78 x 10-7 kW·h1 kW·h = 3.60 x 106 J

Table 1. Example of the standard residential rates

January 26, 2015

Page 6: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Residential time-of-use rates

• Example of residential time-of-use (TOU) rates

• Implemented to shift the customers loads away from the daily energy peak

• A solar installation generation well coincides with the summer energy demand peak

DGD - ELG 4126 6

Table 2. Example of the time of use rates

January 26, 2015

Page 7: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Demand charges

• Usually applies to industrial or commercial entities

• Based on the highest (typically monthly) power drawn (averaged over a 15 min period)

• For example, if the peak power draw is 100 kW over 15 min in June, demand charges are $900 for that month.

DGD - ELG 4126 7

Table 3. Example of the demand charges

January 26, 2015

Page 8: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Demand charges with a ratchet adjustment

• Problem with demand charges

– Monetary significant for one month of the year

– No sufficient for the utility to pay for the peaking power plant they had to build to supply the load

• Solution is to implement a ratchet adjustment into the demand charges

• Benefits

– Huge penalties for customers who add a few kWh to their load right at their annual peak

– Gives incentive for customers to reduce their annual peak energy demand

DGD - ELG 4126 8January 26, 2015

Page 9: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Load factor

• Ratio of a customer’s average power demand to its peak demand

• Useful way for utilities to characterize the cost of providing power to the customer

• For example, a customer with a hourly peak demand of 200 kW that uses 876,000 kWh/yr would have a load factor for 50%.

1 year = 365 days x 24 hr = 8760 hr/yr

Average power = 876,000 kWh/yr / 8760 hr/yr = 100 kW

DGD - ELG 4126 9January 26, 2015

Page 10: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Real-time pricing (RTP)

• Time-of-use (TOU) rates are crude mechanisms that attempt to capture the true cost of utility service.

• TOU rates use large time blocks and have only two seasons

• RTP on other hand offers pricing schemes as:

– one-day-ahead

– hour-by-hour

– real-time pricing

• RTP allows utilities to charge customers the true cost of energy generation and distribution.

DGD - ELG 4126 10January 26, 2015

Page 11: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Energy Economics – DGD 2

DGD - ELG 4126

Page 12: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Outline for today’s DGD

• Energy economics– Simple payback period

– Initial rate of return

– Net present value

– Internal rate of return

– Net present value and internal rate of return with fuel escalation

– Annualizing the investment

– Levelized bus-bar costs

DGD - ELG 4126 12January 26, 2015

Page 13: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Simple payback period

• The simplest way to evaluate the economic value of a project.

• For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple payback of 5 years.

• But what if the air conditioner malfunctions in 3 years?

• Rarely used because it does not include any information about the longevity of a project.

DGD - ELG 4126 13January 26, 2015

Page 14: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Initial (simple) rate of return

• The initial rate of return is the inverse of the simple payback period.

• For example, if an efficiency investment with a 20% initial rate of return, which sounds very good, lasts only 5 years, then just as the device finally pays for itself, it dies and the investor has earned nothing.

• Usually used as a “minimum threshold” indicator.

DGD - ELG 4126 14January 26, 2015

Page 15: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Net present value (NPV) 1

• In general, $1 today is not the same as $1 in 10 years. Why?

• So if an investment P earns an interest i, after one year, you will have F = P + i×P or P×(1+i). Analogously, after two years, you will have F = P×(1+i) 2 and so on F = P×(1+i) n .

• Typically, in the context of energy economics an interest irefers to a discount rate d.

• It can be thought of as the interest rate that you could have earned if you would have invested the money into an alternative investment.

DGD - ELG 4126 15January 26, 2015

Page 16: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

NPV 2

• Typically, an energy efficiency investment results in a stream of annual cash flows A, for n years, at some discount rate d.

• What is the present worth P of an energy efficiency investment based on this information?

DGD - ELG 4126 16January 26, 2015

Page 17: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

NPV 3

• For example, say you save $100/yr by installing the energy efficient lighting in your home. In 10 years this is equivalent to $1000, future worth. The question is “What is the present worth of this investment?” with discount d.

• If d = 1%, P = $100/yr × 9.47 yr = $947

• If d = 30%, P = $100/yr × 3.09 yr = $309

• So if d = 30%, would it make sense to spend $500 on installing the energy efficient lighting?

DGD - ELG 4126 17January 26, 2015

Page 18: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 1

Two 100-hp electric motors are being considered—call them

“good” and “premium.” The good motor draws 79 kW and costs

$2400; the premium motor draws 77.5 kW and costs $2900. The

motors run 1600 hours per year with electricity costing

$0.08/kWh. Over a 20-year life, find the net present value of the

cheaper alternative when a discount rate of 10% is assumed.

We know that

• d = 10%

• n = 20 years

• A = Power consumption × Operation hrs × Electricity cost

DGD - ELG 4126 18January 26, 2015

Page 19: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 1 (Solution)

The annual electricity cost for the two motors is

A(good) = 79 kW × 1600 hr/yr × $0.08/kWh = $10,112/yr

A(premium) = 77.5 kW× 1600 hr/yr × $0.08/kWh = $9920/yr

The present value factor for these 20-year cash flows with a 10%

discount rate is

The present value of the two motors, including first cost and

annual costs, is therefore

P(good) = $2400 + 8.5136 yr × $10,112/yr = $88,489

P(premium) = $2900 + 8.5136 yr × $9920/yr = $87,354

DGD - ELG 4126 19January 26, 2015

Page 20: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 1 (Solution)

The premium motor is the better investment with a net present

value of

NPV = $88,489 − $87,354 = $1,135

or alternative solution is:

DGD - ELG 4126 20January 26, 2015

Page 21: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Internal rate of return (IRR) 1

• IRR is the discount rate d which makes the NPV equal to zero

• IRR is the most persuasive measure of the value of an energy-efficiency project

DGD - ELG 4126 21January 26, 2015

Page 22: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Internal rate of return (IRR) 2

DGD - ELG 4126 22January 26, 2015

Table 1. Present value functions to help estimate the IRR

Page 23: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Internal rate of return (IRR) 3

DGD - ELG 4126 23January 26, 2015

Page 24: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Internal rate of return (IRR) 4

DGD - ELG 4126 24January 26, 2015

Table 1. Present value functions to help estimate the IRR

Page 25: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

NPV and IRR with fuel escalation 1

• We must take into the account the rising cost of fuel.

• Add the 1+e term to the PVF function as shown, where e is the fuel escalation rate.

• $1 of fuel today, costs $1×(1+e) in 1 year, costs $1×(1+e)×(1+e) in year 2, costs $1×(1+e)n in year n.

DGD - ELG 4126 25January 26, 2015

Page 26: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

NPV and IRR with fuel escalation 2

DGD - ELG 4126 26January 26, 2015

Page 27: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 1

The premium motor in Example 1 costs an extra $500 and

saves $192/yr at today’s price of electricity. If electricity

rises at an annual rate of 5%, find the net present value

of the premium motor if the best alternative

investment earns 10%.

Solution:

The equivalent discount rate with fuel escalation is

DGD - ELG 4126 27January 26, 2015

Page 28: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 1 (Solution)

The present value function for 20 years of escalating

savings is

The net present value is

Without fuel escalation, the net present value of the

premium motor was only $1135 (from Example 1).

DGD - ELG 4126 28January 26, 2015

Page 29: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Annualizing the investment

• In most cases the extra capital required for an energy-efficiency project must be borrowed.

DGD - ELG 4126 29January 26, 2015

Page 30: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 2

A 3-kW photovoltaic system, which operates with a

capacity factor (CF) of 0.25, costs $10,000 to install.

There are no annual costs associated with the system

other than the payments on a 6%, 20-year loan. Find the

cost of electricity generated by the system (¢/kWh).

Solution:

The capital recovery factor in this case is 0.0872/yr.

DGD - ELG 4126 30January 26, 2015

Page 31: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 2 (Solution)

DGD - ELG 4126 31January 26, 2015

Table 2. Capital recovery factors as a function of interest rate and load

Page 32: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 2 (Solution)

The annual payments for the loan are

The actual energy generated by the PV systems is

The cost PV electricity is

DGD - ELG 4126 32January 26, 2015

Page 33: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Levelized bus-bar costs 1

• There are two key components to the cost of electricity for a power plant:

– Up-front fixed cost to build the power plant

– Assortment of costs incurred in the future

• Operation and maintenance (O&M)

• Fuel escalation

• The ratio of the equivalent annual cost ($/yr) to the annual electricity generated (kWh/yr) is called the levelized, bus-bar cost of power:

DGD - ELG 4126 33January 26, 2015

Page 34: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Levelized bus-bar costs 2

• Converts all of the costs into a series of equal annual amounts.

DGD - ELG 4126 34January 26, 2015

Page 35: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Levelized bus-bar costs 3

• Converts all of the costs into a series of equal annual amounts.

DGD - ELG 4126 35January 26, 2015

Page 36: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Levelized bus-bar costs 4

DGD - ELG 4126 36January 26, 2015

Page 37: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Levelized bus-bar costs 5

DGD - ELG 4126 37January 26, 2015

+

= Levelized Bus-Bar Cost

Page 38: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 3

A microturbine has the following characteristics:

– Plant cost = $850/kW

– Heat rate = 12,500 Btu/kWh

– Capacity factor = 0.70

– Initial fuel cost = $4.00/106 Btu

– Variable O&M cost = $0.002/kWh

– Fixed charge rate = 0.12/yr

– Owner discount rate = 0.10/yr

– Annual cost escalation rate = 0.06/yr

Find its levelized ($/kWh) cost of electricity over a 20-

year lifetime.

DGD - ELG 4126 38January 26, 2015

Page 39: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 4 (Solution)

The levelized fixed cost is

The initial annual cost for fuel and O&M is

This needs to be levelized to account for inflation. The

inflation adjusted discount rate d would be

DGD - ELG 4126 39January 26, 2015

Page 40: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Example 4 (Solution)

The levelizing factor for annual costs is

The levelized annual cost is therefore

This needs to be levelized to account for inflation. The

The levelized fixed plus annual cost is

DGD - ELG 4126 40January 26, 2015

Page 41: ELG 4126 – DGDrhabash/DGD2_Winter_2015.pdf · • For example, an energy-efficient air conditioner that costs an extra $1000 and saves $200/year in electricity, would have a simple

Questions

DGD - ELG 4126