Optimization Under Uncertainty for Water Consumption in a Pulverized Coal Power Plant

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (16 download)

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Book Synopsis Optimization Under Uncertainty for Water Consumption in a Pulverized Coal Power Plant by :

Download or read book Optimization Under Uncertainty for Water Consumption in a Pulverized Coal Power Plant written by and published by . This book was released on 2009 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Pulverized coal (PC) power plants are widely recognized as major water consumers whose operability has started to be affected by drought conditions across some regions of the country. Water availability will further restrict the retrofitting of existing PC plants with water-expensive carbon capture technologies. Therefore, national efforts to reduce water withdrawal and consumption have been intensified. Water consumption in PC plants is strongly associated to losses from the cooling water cycle, particularly water evaporation from cooling towers. Accurate estimation of these water losses requires realistic cooling tower models, as well as the inclusion of uncertainties arising from atmospheric conditions. In this work, the cooling tower for a supercritical PC power plant was modeled as a humidification operation and used for optimization under uncertainty. Characterization of the uncertainty (air temperature and humidity) was based on available weather data. Process characteristics including boiler conditions, reactant ratios, and pressure ratios in turbines were calculated to obtain the minimum water consumption under the above mentioned uncertainties. In this study, the calculated conditions predicted up to 12% in reduction in the average water consumption for a 548 MW supercritical PC power plant simulated using Aspen Plus. Optimization under uncertainty for these large-scale PC plants cannot be solved with conventional stochastic programming algorithms because of the computational expenses involved. In this work, we discuss the use of a novel better optimization of nonlinear uncertain systems (BONUS) algorithm which dramatically decreases the computational requirements of the stochastic optimization.

11th International Symposium on Process Systems Engineering - PSE2012

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Publisher : Elsevier
ISBN 13 : 0444595058
Total Pages : 1804 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis 11th International Symposium on Process Systems Engineering - PSE2012 by : Iftekhar A Karimi

Download or read book 11th International Symposium on Process Systems Engineering - PSE2012 written by Iftekhar A Karimi and published by Elsevier. This book was released on 2012-09-09 with total page 1804 pages. Available in PDF, EPUB and Kindle. Book excerpt: While the PSE community continues its focus on understanding, synthesizing, modeling, designing, simulating, analyzing, diagnosing, operating, controlling, managing, and optimizing a host of chemical and related industries using the systems approach, the boundaries of PSE research have expanded considerably over the years. While early PSE research was largely concerned with individual units and plants, the current research spans wide ranges of scales in size (molecules to processing units to plants to global multinational enterprises to global supply chain networks; biological cells to ecological webs) and time (instantaneous molecular interactions to months of plant operation to years of strategic planning). The changes and challenges brought about by increasing globalization and the the common global issues of energy, sustainability, and environment provide the motivation for the theme of PSE2012: Process Systems Engineering and Decision Support for the Flat World. Each theme includes an invited chapter based on the plenary presentation by an eminent academic or industrial researcher Reports on the state-of-the-art advances in the various fields of process systems engineering Addresses common global problems and the research being done to solve them

Optimal Synthesis of a Pulverized Coal Power Plant with Carbon Capture

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (16 download)

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Book Synopsis Optimal Synthesis of a Pulverized Coal Power Plant with Carbon Capture by :

Download or read book Optimal Synthesis of a Pulverized Coal Power Plant with Carbon Capture written by and published by . This book was released on 2009 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Coal constitutes an important source of fuel for the production of power in the United States. For instance, in January 2009, pulverized coal (PC) power plants alone contributed to over 45 percent of the Nation's total electric power production. However, PC power plants also contribute to increased emissions of greenhouse gases principally carbon-dioxide (CO2). Recently, various carbon capture strategies have been under active investigation so as to make these plants compete with the more environmental friendly renewable energy sources. One such technology that has received considerable success is the capture of CO2 by an amine-based solvent extraction process. However, an aqueous absorption/stripping technology when used in a PC power plant can reduce the net power output of the plant by as much as 20-40%. The energy penalty comes from heating up the solvent in the regenerator, balancing the enthalpy of reaction, and water stripping. This energy penalty poses considerable limitations on commercial viability of the solvent extraction process and, as a result, various energy-saving modifications have been proposed in the literature ranging from the use of hybrid solvents to novel stripper configurations. In this paper, we show that the energy penalty can be further reduced by heat integration of various PC plant components with the carbon capture system. In addition to the release of greenhouse gases to the environment, PC plants also consume a large amount of freshwater. It is estimated that subcritical and supercritical PC plants have water losses of 714 gal/MWh and 639 gal/MWh, respectively. Water loss is based on an overall balance of the plant source and exit streams. This includes coal moisture, air humidity, process makeup, cooling tower makeup (equivalent to evaporation plus blowdown), process losses (including losses through reactions, solids entrainment, and process makeup/blowdown) and flue gas losses. The primary source of water used in PC power plants is the closed-loop steam-based (Rankine) power cycles. These plants need to condense large quantities of low-pressure steam back to water so that it can be reused to produce high pressure steam. However, this requires the removal of large quantities of heat from the low pressure steam in the condensation process. This is usually done by transferring the heat to cooling water, which in turn transfers this heat to the environment by evaporation to the atmosphere. Also, the inclusion of a carbon capture process can increase the raw water usage by as much as 95 percent. In this work, we use heat exchanger network synthesis followed by an optimization approach to process synthesis for developing strategies for reducing water use in a supercritical PC power plant with a carbon capture and compression system. Uncertainties associated with dry bulb temperature, relative humidity, and demand will also be considered in this analysis.

BONUS Algorithm for Large Scale Stochastic Nonlinear Programming Problems

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Publisher : Springer
ISBN 13 : 1493922823
Total Pages : 168 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis BONUS Algorithm for Large Scale Stochastic Nonlinear Programming Problems by : Urmila Diwekar

Download or read book BONUS Algorithm for Large Scale Stochastic Nonlinear Programming Problems written by Urmila Diwekar and published by Springer. This book was released on 2015-03-05 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the details of the BONUS algorithm and its real world applications in areas like sensor placement in large scale drinking water networks, sensor placement in advanced power systems, water management in power systems, and capacity expansion of energy systems. A generalized method for stochastic nonlinear programming based on a sampling based approach for uncertainty analysis and statistical reweighting to obtain probability information is demonstrated in this book. Stochastic optimization problems are difficult to solve since they involve dealing with optimization and uncertainty loops. There are two fundamental approaches used to solve such problems. The first being the decomposition techniques and the second method identifies problem specific structures and transforms the problem into a deterministic nonlinear programming problem. These techniques have significant limitations on either the objective function type or the underlying distributions for the uncertain variables. Moreover, these methods assume that there are a small number of scenarios to be evaluated for calculation of the probabilistic objective function and constraints. This book begins to tackle these issues by describing a generalized method for stochastic nonlinear programming problems. This title is best suited for practitioners, researchers and students in engineering, operations research, and management science who desire a complete understanding of the BONUS algorithm and its applications to the real world.

Chemical Engineering Progress

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Publisher :
ISBN 13 :
Total Pages : 528 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Chemical Engineering Progress by :

Download or read book Chemical Engineering Progress written by and published by . This book was released on 2009 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt:

USE OF COAL DRYING TO REDUCE WATER CONSUMED IN PULVERIZED COAL POWER PLANTS.

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (316 download)

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Book Synopsis USE OF COAL DRYING TO REDUCE WATER CONSUMED IN PULVERIZED COAL POWER PLANTS. by : Hugo Caram

Download or read book USE OF COAL DRYING TO REDUCE WATER CONSUMED IN PULVERIZED COAL POWER PLANTS. written by Hugo Caram and published by . This book was released on 2006 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: U.S. low rank coals contain relatively large amounts of moisture, with the moisture content of subbituminous coals typically ranging from 15 to 30 percent and that for lignites from 25 and 40 percent. High fuel moisture has several adverse impacts on the operation of a pulverized coal generating unit, for it can result in fuel handling problems and it affects heat rate, stack emissions and maintenance costs. Theoretical analyses and coal test burns performed at a lignite fired power plant show that by reducing the fuel moisture, it is possible to improve boiler performance and unit heat rate, reduce emissions and reduce water consumption by the evaporative cooling tower. The economic viability of the approach and the actual impact of the drying system on water consumption, unit heat rate and stack emissions will depend critically on the design and operating conditions of the drying system. The present project evaluated the low temperature drying of high moisture coals using power plant waste heat to provide the energy required for drying. Coal drying studies were performed in a laboratory scale fluidized bed dryer to gather data and develop models on drying kinetics. In addition, analyses were carried out to determine the relative costs and performance impacts (in terms of heat rate, cooling tower water consumption and emissions) of drying along with the development of optimized drying system designs and recommended operating conditions.

Applications of Artificial Intelligence in Process Systems Engineering

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Publisher : Elsevier
ISBN 13 : 012821743X
Total Pages : 542 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Applications of Artificial Intelligence in Process Systems Engineering by : Jingzheng Ren

Download or read book Applications of Artificial Intelligence in Process Systems Engineering written by Jingzheng Ren and published by Elsevier. This book was released on 2021-06-05 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Artificial Intelligence in Process Systems Engineering offers a broad perspective on the issues related to artificial intelligence technologies and their applications in chemical and process engineering. The book comprehensively introduces the methodology and applications of AI technologies in process systems engineering, making it an indispensable reference for researchers and students. As chemical processes and systems are usually non-linear and complex, thus making it challenging to apply AI methods and technologies, this book is an ideal resource on emerging areas such as cloud computing, big data, the industrial Internet of Things and deep learning. With process systems engineering's potential to become one of the driving forces for the development of AI technologies, this book covers all the right bases. Explains the concept of machine learning, deep learning and state-of-the-art intelligent algorithms Discusses AI-based applications in process modeling and simulation, process integration and optimization, process control, and fault detection and diagnosis Gives direction to future development trends of AI technologies in chemical and process engineering

Energy Abstracts for Policy Analysis

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ISBN 13 :
Total Pages : 486 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Energy Abstracts for Policy Analysis by :

Download or read book Energy Abstracts for Policy Analysis written by and published by . This book was released on 1989 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt:

USE OF COAL DRYING TO REDUCE WATER CONSUMED IN PULVERIZED COAL POWER PLANTS.

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (727 download)

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Book Synopsis USE OF COAL DRYING TO REDUCE WATER CONSUMED IN PULVERIZED COAL POWER PLANTS. by :

Download or read book USE OF COAL DRYING TO REDUCE WATER CONSUMED IN PULVERIZED COAL POWER PLANTS. written by and published by . This book was released on 2005 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the ninth Quarterly Report for this project. The background and technical justification for the project are described, including potential benefits of reducing fuel moisture using power plant waste heat, prior to firing the coal in a pulverized coal boiler. During this last Quarter, comparative analyses were performed for lignite and PRB coals to determine how unit performance varies with coal product moisture. Results are given showing how the coal product moisture level and coal rank affect parameters such as boiler efficiency, station service power needed for fans and pulverizers and net unit heat rate. Results are also given for the effects of coal drying on cooling tower makeup water and comparisons are made between makeup water savings for various times of the year.

USE OF COAL DRYING TO REDUCE WATER CONSUMED IN PULVERIZED COAL POWER PLANTS.

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (316 download)

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Book Synopsis USE OF COAL DRYING TO REDUCE WATER CONSUMED IN PULVERIZED COAL POWER PLANTS. by : Edward Levy

Download or read book USE OF COAL DRYING TO REDUCE WATER CONSUMED IN PULVERIZED COAL POWER PLANTS. written by Edward Levy and published by . This book was released on 2005 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eighth Quarterly Report for this project. The background and technical justification for the project are described, including potential benefits of reducing fuel moisture, prior to firing in a pulverized coal boiler. Analyses were performed to determine the effects of coal product moisture on unit performance. Results are given showing how the coal product moisture level affects parameters such as boiler efficiency, power required to drive the fluidizing air fan, other station service power needed for fans and pulverizers, net unit heat rate, thermal energy rejected by the cooling tower, and stack emissions.

Water Intake, Wastewater Production and Treatment, and Air Pollution Control in Coal-fired Steam-electric Power Generating Stations

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Publisher : [Hull, Quebec] : The Service
ISBN 13 :
Total Pages : 164 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Water Intake, Wastewater Production and Treatment, and Air Pollution Control in Coal-fired Steam-electric Power Generating Stations by : CH2M Hill Canada Ltd

Download or read book Water Intake, Wastewater Production and Treatment, and Air Pollution Control in Coal-fired Steam-electric Power Generating Stations written by CH2M Hill Canada Ltd and published by [Hull, Quebec] : The Service. This book was released on 1980 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Basic air and water emission requirements, and power plant design and operating characteristics are defined. Air pollution control particulate removal devices and a variety of flue gas desulphurization (FGD) alternatives are compared in terms of economic and technical applicability, water requirements, water consumption, and liquid and solid wastes production during power station operation with different types of coal. Three possible station water management systems (once-through, recirculation with limited discharge, and zero discharge) are evaluated under selected conditions, and their impacts on water intake, consumption and wastewater treatment are compared in detail. Coal type is shown to have a strong influence on the quantities of wastes produced and type of air pollution control devices which may be used. In turn, the types of control devices selected are also shown to affect the nature of subsequent wastewater and solid wastes problems. Wastewater recirculation and re-use designs incorporated into station water use related to air pollution controls are found useful in reducing water consumption and wastewater production and treatment requirements.

Fossil Energy Update

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Publisher :
ISBN 13 :
Total Pages : 886 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Fossil Energy Update by :

Download or read book Fossil Energy Update written by and published by . This book was released on 1981 with total page 886 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Energy Storage in Energy Markets

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Publisher : Academic Press
ISBN 13 : 0128203838
Total Pages : 452 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Energy Storage in Energy Markets by : Behnam Mohammadi-Ivatloo

Download or read book Energy Storage in Energy Markets written by Behnam Mohammadi-Ivatloo and published by Academic Press. This book was released on 2021-04-30 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy Storage in Energy Markets reviews the modeling, design, analysis, optimization and impact of energy storage systems in energy markets in a way that is ideal for an audience of researchers and practitioners. The book provides deep insights on potential benefits and revenues, economic evaluation, investment challenges, risk analysis, technical requirements, and the impacts of energy storage integration. Heavily referenced and easily accessible to policymakers, developers, engineer, researchers and students alike, this comprehensive resource aims to fill the gap in the role of energy storage in pool/local energy/ancillary service markets and other multi-market commerce. Chapters elaborate on energy market fundamentals, operations, energy storage fundamentals, components, and the role and impact of storage systems on energy systems from different aspects, such as environmental, technical and economics, the role of storage devices in uncertainty handling in energy systems and their contributions in resiliency and reliability improvement. Provides integrated techno-economic analysis of energy storage systems and the energy markets Reviews impacts of electric vehicles as moving energy storage and loads on the electricity market Analyzes the role and impact of energy storage systems in the energy, ancillary, reserve and regulatory multi-market business Applies advanced methods to the economic integration of large-scale energy storage systems Develops an evaluation framework for energy market storage systems

Interdisciplinary Research on Climate and Energy Decision Making

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Publisher : Taylor & Francis
ISBN 13 : 1000810933
Total Pages : 368 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Interdisciplinary Research on Climate and Energy Decision Making by : M. Granger Morgan

Download or read book Interdisciplinary Research on Climate and Energy Decision Making written by M. Granger Morgan and published by Taylor & Francis. This book was released on 2022-12-16 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the role and importance of interdisciplinary research in addressing key issues in climate and energy decision making. For over 30 years, an interdisciplinary team of faculty and students anchored at Carnegie Mellon University, joined by investigators and students from a number of other collaborating institutions across North America, Europe, and Australia, have worked together to better understand the global changes that are being caused by both human activities and natural causes. This book tells the story of their successful interdisciplinary work. With each chapter written in the first person, the authors have three key objectives: (1) to document and provide an accessible account of how they have framed and addressed a range of the key problems that are posed by the human dimensions of global change; (2) to illustrate how investigators and graduate students have worked together productively across different disciplines and locations on common problems; and (3) to encourage funders and scholars across the world to undertake similar large- scale interdisciplinary research activities to meet the world’s largest challenges. Exploring topics such as energy efficiency, public health, and climate adaptation, and with a final chapter dedicated to lessons learned, this innovative volume will be of great interest to students and scholars of climate change, energy transitions and environmental studies more broadly.

Energy Research Abstracts

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Publisher :
ISBN 13 :
Total Pages : 616 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Energy Research Abstracts by :

Download or read book Energy Research Abstracts written by and published by . This book was released on 1986 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Coal

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Publisher : National Academies Press
ISBN 13 : 0309052327
Total Pages : 303 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Coal by : National Research Council

Download or read book Coal written by National Research Council and published by National Academies Press. This book was released on 1995-06-13 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: The U.S. Department of Energy (DOE) was given a mandate in the 1992 Energy Policy Act (EPACT) to pursue strategies in coal technology that promote a more competitive economy, a cleaner environment, and increased energy security. Coal evaluates DOE's performance and recommends priorities in updating its coal program and responding to EPACT. This volume provides a picture of likely future coal use and associated technology requirements through the year 2040. Based on near-, mid-, and long-term scenarios, the committee presents a framework for DOE to use in identifying R&D strategies and in making detailed assessments of specific programs. Coal offers an overview of coal-related programs and recent budget trends and explores principal issues in future U.S. and foreign coal use. The volume evaluates DOE Fossil Energy R&D programs in such key areas as electric power generation and conversion of coal to clean fuels. Coal will be important to energy policymakers, executives in the power industry and related trade associations, environmental organizations, and researchers.

The Water Footprint Assessment Manual

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Publisher : Routledge
ISBN 13 : 1136538526
Total Pages : 224 pages
Book Rating : 4.1/5 (365 download)

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Book Synopsis The Water Footprint Assessment Manual by : Maite M. Aldaya

Download or read book The Water Footprint Assessment Manual written by Maite M. Aldaya and published by Routledge. This book was released on 2012-08-21 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: People use lots of water for drinking, cooking and washing, but significantly more for producing things such as food, paper and cotton clothes. The water footprint is an indicator of water use that looks at both direct and indirect water use of a consumer or producer. Indirect use refers to the 'virtual water' embedded in tradable goods and commodities, such as cereals, sugar or cotton. The water footprint of an individual, community or business is defined as the total volume of freshwater that is used to produce the goods and services consumed by the individual or community or produced by the business. This book offers a complete and up-to-date overview of the global standard on water footprint assessment as developed by the Water Footprint Network. More specifically it: o Provides a comprehensive set of methods for water footprint assessment o Shows how water footprints can be calculated for individual processes and products, as well as for consumers, nations and businesses o Contains detailed worked examples of how to calculate green, blue and grey water footprints o Describes how to assess the sustainability of the aggregated water footprint within a river basin or the water footprint of a specific product o Includes an extensive library of possible measures that can contribute to water footprint reduction