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The National Energy Modeling System
The National Energy Modeling System
Committee on the National Energy Modeling System
Energy Engineering Board
Commission on Engineering and Technical Systems
in cooperation with the
Committee on National Statistics
Commission on Behavioral and Social Sciences and Education
NATIONAL RESEARCH COUNCIL
NATIONAL ACADEMY PRESS
Washington, D.C.
1992
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The National Energy Modeling System
NOTICE: The project that is the subject of this report was approved by the Governing Board of the National Research Council, whose members are drawn from the councils of the National Academy of Sciences, the National Academy of Engineering, and the Institute of Medicine. The members of the committee responsible for the report were chosen for their competencies and with regard for appropriate balance.
This report has been reviewed by a group other than the authors according to procedures approved by a Report Review Committee consisting of members of the National Academy of Sciences, the National Academy of Engineering, and the Institute of Medicine.
The National Academy of Sciences is a private, nonprofit, self-perpetuating society of distinguished scholars engaged in scientific and engineering research, dedicated to the furtherance of science and technology and to their use for the general welfare. Upon the authority of the charter granted to it by the Congress in 1863, the Academy has a mandate that requires it to advise the federal government on scientific and technical matters. Dr. Frank Press is president of the National Academy of Sciences.
The National Academy of Engineering was established in 1964, under the charter of the National Academy of Sciences, as a parallel organization of outstanding engineers. It is autonomous in its administration and in the selection of its members, sharing with the National Academy of Sciences responsibility for advising the federal government. The National Academy of Engineering also sponsors engineering programs aimed at meeting national needs, encourages education and research, and recognizes the superior achievements of engineers. Dr. Robert M. White is president of the National Academy of Engineering.
The Institute of Medicine was established in 1970 by the National Academy of Sciences to secure the services of eminent members of appropriate professions in the examination of policy matters pertaining to the health of the public. The Institute acts under the responsibility given to the National Academy of Sciences by its congressional charter to be an adviser to the federal government and, upon its own initiative, to identify issues of medical care, research, and education. Dr. Kenneth I. Shine is president of the Institute of Medicine.
The National Research Council was organized by the National Academy of Sciences in 1916 to associate the broad community of science and technology with the Academy’s purposes of furthering knowledge and of advising the federal government. Functioning in accordance with general policies determined by the Academy, the Council has become the principal operating agency of both the National Academy of Sciences and the National Academy of Engineering in providing services to the government, the public, and the scientific and engineering communities. Dr. Frank Press and Dr. Robert White are chairman and vice-chairman, respectively, of the National Research Council.
This report and the study on which it is based were supported by Contract No. DE-ACO1-90PE79065 from the U. S. Department of Energy.
Library of Congress Catalog Card No. 91-68549
International Standard Book Number 0-309-04634-3
S-476
Additional copies of this report are available from:
National Academy Press
2101 Constitution Ave., N.W. Washington, D.C. 20418
Printed in the United States of America
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The National Energy Modeling System
COMMITTEE ON THE NATIONAL ENERGY MODELING SYSTEM
PETER T. JOHNSON, Chairman, Former Administrator,
Bonneville Power Administration, McCall, Idaho
DENNIS J. AIGNER, Dean,
Graduate School of Management, University of California, Irvine
DOUGLAS R. BOHI, Director,
Energy and Natural Resources Division, Resources for the Future, Washington, D.C.
JAMES H. CALDWELL, Jr., Consultant,
Maryland
ESTELLE B. DAGUM, Director,
Time Series Research Division, Statistics Canada, Ottawa, Ontario, Canada
DANIEL A. DREYFUS, Vice President,
Strategic Planning and Analysis, Gas Research Institute, Washington, D.C.
EDWARD L. FLOM, Manager,
Industry Analysis and Forecasts, Amoco Corporation, Chicago, Illinois
DAVID B. GOLDSTEIN, Senior Staff Scientist,
Natural Resources Defense Council, San Francisco, California
LOUIS GORDON, Professor,
Department of Mathematics, University of Southern California, Los Angeles
VELLO A. KUUSKRAA, President,
Advanced Resources, Arlington, Virginia
JAMES W. LITCHFIELD, Director of Power Planning,
Northwest Power Planning Council, Portland, Oregon
STEPHEN C. PECK, Director,
Environment Division, Electric Power Research Institute, Palo Alto, California
MARC H. ROSS, Professor,
Department of Physics, University of Michigan, Ann Arbor
EDWARD S. RUBIN, Professor,
Departments of Engineering and Public Policy and Mechanical Engineering, and
Director,
Center for Energy and Environmental Studies, Carnegie-Mellon University, Pittsburgh, Pennsylvania
JAMES L. SWEENEY, Chairman,
Department of Engineering-Economic Systems, and
Director,
Energy, Natural Resources, and the Environment Program, Center for Economic Policy Research, Terman Engineering Center, Stanford University, Stanford, California
DAVID O. WOOD, Director,
Center for Energy Policy Research, Sloan School of Management, Massachusetts Institute of Technology, Cambridge
Staff
MAHADEVAN (DEV) MANI, Director,
Energy Engineering Board and Study Director (until February 1991)
JAMES ZUCCHETTO, Senior Program Officer and Study Director
(as of February 1991)
JUDITH AMRI, Administrative Associate
PHILOMINA MAMMEN, Senior Project Assistant
ANN COVALT, Consulting Editor
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The National Energy Modeling System
ENERGY ENGINEERING BOARD
JOHN A. TILLINGHAST, Chairman,
Tiltec, Portsmouth, New Hampshire
DONALD B. ANTHONY, Consultant,
Houston, Texas
RICHARD E. BALZHISER,
Electric Power Research Institute, Palo Alto, California
BARBARA R. BARKOVICH,
Barkovich and Yap,
Consultants,
San Rafael, California
JOHN A. CASAZZA, CSA Energy Consultants,
Arlington, Virginia
RALPH C. CAVANAGH,
Natural Resources Defense Council, San Francisco, California
DAVID E. COLE,
University of Michigan, Ann Arbor, Michigan
H. M. HUBBARD,
University of Hawaii, Honolulu, Hawaii
ARTHUR E. HUMPHREY,
Lehigh University, Bethlehem, Pennsylvania (to February 1991)
CHARLES IMBRECHT,
California Energy Commission, Sacramento, California
CHARLES D. KOLSTAD,
University of Illinois, Urbana, Illinois
HENRY R. LINDEN,
Gas Research Institute, Chicago, Illinois
JAMES J. MARKOWSKY,
American Electric Power Service Corporation, Columbus, Ohio (to February 1991)
SEYMOUR L. MEISEL,
Mobile R&D Corporation (retired), Princeton, New Jersey
DAVID L. MORRISON,
The MITRE Corporation, McLean, Virginia
MARC H. ROSS,
University of Michigan, Ann Arbor, Michigan
MAXINE L. SAVITZ,
Garrett Ceramic Component Division, Torrance, California
HAROLD H. SCHOBERT,
The Pennsylvania State University, University Park, Pennsylvania
GLEN A. SCHURMAN,
Chevron Corporation (retired), San Francisco, California
JON M. VEIGEL,
Oak Ridge Associated Universities, Oak Ridge, Tennessee
BERTRAM WOLFE,
General Electric Nuclear Energy, San Jose, California
Staff
ARCHIE L. WOOD, Executive Director,
Commission on Engineering and Technical Systems, and Director, Energy Engineering Board (to January 1991)
MAHADEVAN (DEV) MANI, Director,
Energy Engineering Board (as of January 1991)
KAMAL ARAJ, Senior Program Officer
GEORGE LALOS, Senior Program Officer
JAMES ZUCCHETTO, Senior Program Officer
JUDITH AMRI, Administrative Associate
THERESA FISHER, Senior Project Assistant
PHILOMINA MAMMEN, Senior Project Assistant
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The National Energy Modeling System
DEDICATION
This report is dedicated to the memory of David O. Wood, a good friend and colleague. David contributed greatly to energy and economic modeling through his commitment to conceptual rigor and open debate, and especially through his own intellectual integrity. He served as a member of the Committee on the National Energy Modeling System until April 1991.
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The National Energy Modeling System
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The National Energy Modeling System
Contents
Executive Summary
1
Principal Findings
2
Principal Recommendations
3
Timing of NEMS Development
3
NEMS Management
3
NEMS Design
4
1
Introduction
9
Study Genesis and Background
10
Scope of the Study
10
Organization of the Report
13
2
NEMS Requirements
15
The Role of Models in Policy Analysis and Planning
15
Energy Policy-Related Models
15
General Approaches to Modeling
17
The Benefits of Models
18
The Limitations of Models
19
The Mission and Functions of DOE and EIA
20
Strategic Analysis
20
Data Collection and Information Dissemination
21
R&D Program Planning
21
Current Modeling Capabilities Within DOE and EIA
22
NEMS in the Broad Context of Policy Analysis
23
Keeping NEMS Outward Looking
24
Capabilities Outside DOE
26
The National Energy Strategy Experience
27
Overview of the NES Exercise
27
Committee View of the NES Analysis
28
Directions in Energy Modeling
31
General Trends
32
Quantification of Uncertainty
34
Long-Term Forecasting
36
NEMS Requirements
38
Findings and Recommendations
42
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The National Energy Modeling System
3
NEMS Architecture
45
Overview
45
Modular Architecture
48
Advantages of a Modular System
49
Disadvantages of Modular Systems
50
Integrating Model Operation
50
Proposed Modules
55
The Control Module
56
Fossil Fuel Supply Modules
56
Energy Conversion Modules
58
Renewable Energy Conversion Modules
59
The International Energy Module
61
The Interindustry Growth Model
63
Energy Demand Modules
64
Reduced-Form Models
74
Satellite Modules
75
Report Writers
77
NEMS Compared to Current DOE Modeling
78
NEMS Treatment of Conceptual Issues
79
Market Disequilibrium
79
Uncertainty
80
Contingent Strategies
81
The Formation of Expectations
82
Environmental Constraints
84
Operational Issues for NEMS Development
85
Recommendations
87
4
Implementation of NEMS
89
Lead Organization for the NEMS
89
Suggestions for Implementation
90
Employee Environment
91
Management of NEMS Development
93
Motivation and Usefulness
95
Recommendations
95
Appendixes
A-1
Scope of Work
97
A-2
Committee Charge
101
B
First Advisory Report
103
C
The Mission and Functions of the Department of Energy
113
D
Illustrative Case Studies
119
E
A Brief Description of DOE and EIA Models
129
F
Meetings and Activities
135
References and Bibliography
141
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The National Energy Modeling System
List of Tables
2-1
DOE Policy Issues
30
2-2
Environmental Issues Relevant to NEMS
39
3-1
Available Data and Information, Industrial Energy Demand
71
List of Figures
2-1
Scheme of the National Energy Analysis System and the EIA's scope within it
24
2-2
Scheme of the interface between the NEMS and the National Energy Analysis System
25
3-1
Simple representation of proposed NEMS architecture
47
3-2
Illustration of the convergence of price to a supply-demand equilibrium
52
3-3
Illustration of multiple equilibria
53
3-4
Proposed NEMS architecture in greater detail
55
3-5
Modeling a system-wide environmental constraint
86
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Acknowledgments
The committee gratefully acknowledges the help of the following individuals: Secretary of Energy James D. Watkins; Deputy Secretary of Energy W. Henson Moore; Energy Information Administrator Calvin Kent; Abraham Haspel, Robert C. Marlay, Eric Petersen, Peter Saba, and Linda Stuntz, U.S. Department of Energy; Linda Carlson, John Conti, Ronald Earley, Bob Eynon, Ed Flynn, Douglas R. Hale, John Holte, Mary J. Hutzler, W. Calvin Kilgore, Erik Kreil, Fred Mayes, John Pearson, Lawrence A. Pettis, Susan Shaw, C. William Skinner, and Scott Sitzer, Energy Information Administration; Sharon Belanger and Roger Nail, AES Corporation; Peter Blair, John Gibbons, and Henry Kelly, Office of Technology Assessment; Jae Edmonds, Batelle Pacific Northwest Laboratories; David Gray, David Morrison and Glen Tomlinson, Mitre Corporation; Susan Hickey, Bonneville Power Administration; Eric Hirst, Oak Ridge National Laboratory; Philip Hummell, Rich Richels, and Colleen Hyams, Electric Power Research Institute; Mark Inglis, ICF Resources; Ralph L. Keeney, University of Southern California; Dan Kirshner, Environmental Defense Fund; Lester Lave, Carnegie-Mellon University; Terry Morlan, Northwest Power Planning Council; Dale Nesbitt, Decision Focus, Inc.; Daniel Nix, California Energy Commission; Andrew Plattinga, Resources for the Future; and Miron Straf and Eugenia Grohman, Commission on Behavioral and Social Sciences and Education, National Research Council.
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