Sectoral Electricity and Fossil Fuel Demand in U.S. Manufacturing: Development of the Industrial Regional Activity and Energy Demand (INRAD) Model
- Argonne National Laboratory (ANL), Argonne, IL (United States)
- Cornell Univ., Ithaca, NY (United States); State Univ. of New York (SUNY), Binghamton, NY (United States)
- Univ. of Michigan, Ann Arbor, MI (United States)
This report describes the modeling approach, data sources, and procedures used to estimate and forecast electricity and fossil fuel use in US manufacturing. The forecasts are required by several models in the Emissions and Control Cost Integrated Model Set (ECIMS) used by the National Acid Precipitation Assessment Program (NAPAP). The theoretical approach used to develop the Industrial Regional Activity and Energy Demand (INRAD) model combines statistically estimated energy demand equations with forecasts of industrial activity, energy prices, technology penetration, and state-level benchmarks to compute state-specific and industry-specific forecasts of electricity and fossil fuel demand. These INRAD forecasts, in turn, drive the model of utility electricity generation and, after further disaggregation, the models of industrial emissions due to fossil fuel use. The model for estimating energy demand equations is based on the generalized Leontief functional form, with factor-biased technical change and constant returns to scale imposed. The assumption to model fossil fuel and electricity use jointly is supported by statistical estimates. Separate demand equations are estimated only for energy-intensive industries or subsectors.
- Research Organization:
- Argonne National Laboratory (ANL), Argonne, IL (United States)
- Sponsoring Organization:
- USDOE
- DOE Contract Number:
- W-31109-ENG-38
- OSTI ID:
- 5886652
- Report Number(s):
- ANL/EAIS/TM--35; ON: DE91010682
- Country of Publication:
- United States
- Language:
- English
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Related Subjects
29 ENERGY PLANNING, POLICY, AND ECONOMY
290300 -- Energy Planning & Policy-- Environment
Health
& Safety
292000* -- Energy Planning & Policy-- Supply
Demand & Forecasting
294000 -- Energy Planning & Policy-- Fossil Fuels
296000 -- Energy Planning & Policy-- Electric Power
ACID RAIN
AIR POLLUTION
ATMOSPHERIC PRECIPITATIONS
BOILERS
CAPACITY
CAPITAL
CARBONACEOUS MATERIALS
CHEMICAL INDUSTRY
COAL
COMPUTER CODES
CONSTRAINTS
DEMAND
E CODES
ECONOMETRICS
ECONOMICS
ELECTRIC UTILITIES
ELECTRICITY
EMISSION
ENERGY CONSUMPTION
ENERGY DEMAND
ENERGY POLICY
ENERGY SOURCES
ENGINEERING
FLUIDS
FOOD INDUSTRY
FORECASTING
FOSSIL FUELS
FUEL CONSUMPTION
FUEL GAS
FUELS
GAS FUELS
GASES
GOVERNMENT POLICIES
I CODES
INDUSTRIAL PLANTS
INDUSTRY
LABOR
MANUFACTURING
MATERIALS
MATHEMATICAL MODELS
METAL INDUSTRY
NAPAP
NATIONAL ENERGY PLAN
NATURAL GAS
NORTH AMERICA
PAPER INDUSTRY
PETROLEUM
PETROLEUM REFINERIES
POLLUTION
POWER GENERATION
PRICES
PUBLIC UTILITIES
RAIN
TECHNOLOGY IMPACTS
TEXTILE INDUSTRY
TRANSPORT
USA
WOOD PRODUCTS INDUSTRY
290300 -- Energy Planning & Policy-- Environment
Health
& Safety
292000* -- Energy Planning & Policy-- Supply
Demand & Forecasting
294000 -- Energy Planning & Policy-- Fossil Fuels
296000 -- Energy Planning & Policy-- Electric Power
ACID RAIN
AIR POLLUTION
ATMOSPHERIC PRECIPITATIONS
BOILERS
CAPACITY
CAPITAL
CARBONACEOUS MATERIALS
CHEMICAL INDUSTRY
COAL
COMPUTER CODES
CONSTRAINTS
DEMAND
E CODES
ECONOMETRICS
ECONOMICS
ELECTRIC UTILITIES
ELECTRICITY
EMISSION
ENERGY CONSUMPTION
ENERGY DEMAND
ENERGY POLICY
ENERGY SOURCES
ENGINEERING
FLUIDS
FOOD INDUSTRY
FORECASTING
FOSSIL FUELS
FUEL CONSUMPTION
FUEL GAS
FUELS
GAS FUELS
GASES
GOVERNMENT POLICIES
I CODES
INDUSTRIAL PLANTS
INDUSTRY
LABOR
MANUFACTURING
MATERIALS
MATHEMATICAL MODELS
METAL INDUSTRY
NAPAP
NATIONAL ENERGY PLAN
NATURAL GAS
NORTH AMERICA
PAPER INDUSTRY
PETROLEUM
PETROLEUM REFINERIES
POLLUTION
POWER GENERATION
PRICES
PUBLIC UTILITIES
RAIN
TECHNOLOGY IMPACTS
TEXTILE INDUSTRY
TRANSPORT
USA
WOOD PRODUCTS INDUSTRY