Sankey diagram

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Example of a Sankey diagram Sankeysteam.png
Example of a Sankey diagram
Sankey's original 1898 diagram showing energy efficiency of a steam engine JIE Sankey V5 Fig1.png
Sankey's original 1898 diagram showing energy efficiency of a steam engine

Sankey diagrams are a data visualisation technique or flow diagram that emphasizes flow/movement/change from one state to another or one time to another, [1] in which the width of the arrows is proportional to the flow rate of the depicted extensive property.

Contents

Sankey diagrams can also visualize the energy accounts, material flow accounts on a regional or national level, and cost breakdowns. [2] The diagrams are often used in the visualization of material flow analysis.

Sankey diagrams emphasize the major transfers or flows within a system. They help locate the most important contributions to a flow. They often show conserved quantities within defined system boundaries.

History

Sankey diagrams are named after Irish Captain Matthew Henry Phineas Riall Sankey, who used this type of diagram in 1898 in a classic figure [3] (see diagram) showing the energy efficiency of a steam engine. The original charts in black and white displayed just one type of flow (e.g. steam); using colors for different types of flows lets the diagram express additional variables.

Over time, it became a standard model used in science and engineering to represent heat balance, energy flows, material flows, and since the 1990s this visual model has been used in life-cycle assessment of products. [4]

Minard's classic diagram of Napoleon's invasion of Russia, using the feature now named after Sankey Minard.png
Minard's classic diagram of Napoleon's invasion of Russia, using the feature now named after Sankey

One of the most famous Sankey diagrams is Charles Minard's Map of Napoleon's Russian Campaign of 1812. [5] It is a flow map, overlaying a Sankey diagram onto a geographical map. It was created in 1869, predating Sankey's first Sankey diagram of 1898.

Science

Earth's energy budget - line thickness is linearly proportional to relative amount of energy Earth heat balance Sankey diagram.svg
Earth's energy budget line thickness is linearly proportional to relative amount of energy

Sankey diagrams are often used in fields of science, especially physics. They are used to represent energy inputs, useful output, and wasted output.

Active examples

The United States Energy Information Administration (EIA) produces numerous Sankey diagrams annually in its Annual Energy Review [6] which illustrate the production and consumption of various forms of energy.

The US Department of Energy's Lawrence Livermore Laboratory maintains a site of Sankey diagrams, including US energy flow and carbon flow. [7]

Eurostat, the Statistical Office of the European Union, has developed an interactive Sankey web tool to visualise energy data by means of flow diagrams. [8] The tool allows the building and customisation of diagrams by playing with different options (country, year, fuel, level of detail).

The International Energy Agency (IEA) created an interactive Sankey web application that details the flow of energy for the entire planet. [9] Users can select specific countries, points of time back to 1973, and modify the arrangement of various flows within the Sankey diagram.

An illustration on how single transferable vote works Single Transferrable Vote example.png
An illustration on how single transferable vote works

See also

Related Research Articles

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<span class="mw-page-title-main">Information design</span> Communication and graphic design

Information design is the practice of presenting information in a way that fosters an efficient and effective understanding of the information. The term has come to be used for a specific area of graphic design related to displaying information effectively, rather than just attractively or for artistic expression. Information design is closely related to the field of data visualization and is often taught as part of graphic design courses. The broad applications of information design along with its close connections to other fields of design and communication practices have created some overlap in the definitions of communication design, data visualization, and information architecture.

<span class="mw-page-title-main">Cooling tower</span> Device which rejects waste heat to the atmosphere through the cooling of a water stream

A cooling tower is a device that rejects waste heat to the atmosphere through the cooling of a coolant stream, usually a water stream, to a lower temperature. Cooling towers may either use the evaporation of water to remove heat and cool the working fluid to near the wet-bulb air temperature or, in the case of dry cooling towers, rely solely on air to cool the working fluid to near the dry-bulb air temperature using radiators.

A superheater is a device used to convert saturated steam or wet steam into superheated steam or dry steam. Superheated steam is used in steam turbines for electricity generation, in some steam engines, and in processes such as steam reforming. There are three types of superheaters: radiant, convection, and separately fired. A superheater can vary in size from a few tens of feet to several hundred feet.

<span class="mw-page-title-main">Flow diagram</span> Chart of the interactions in a system

Flow diagram is a collective term for a diagram representing a flow or set of dynamic relationships in a system. The term flow diagram is also used as a synonym for flowchart, and sometimes as a counterpart of the flowchart.

<span class="mw-page-title-main">Data and information visualization</span> Visual representation of data

Data and information visualization is the practice of designing and creating easy-to-communicate and easy-to-understand graphic or visual representations of a large amount of complex quantitative and qualitative data and information with the help of static, dynamic or interactive visual items. Typically based on data and information collected from a certain domain of expertise, these visualizations are intended for a broader audience to help them visually explore and discover, quickly understand, interpret and gain important insights into otherwise difficult-to-identify structures, relationships, correlations, local and global patterns, trends, variations, constancy, clusters, outliers and unusual groupings within data. When intended for the general public to convey a concise version of known, specific information in a clear and engaging manner, it is typically called information graphics.

<span class="mw-page-title-main">Charles Joseph Minard</span> French civil engineer (1781–1870)

Charles Joseph Minard was a French civil engineer recognized for his significant contribution in the field of information graphics in civil engineering and statistics. Minard was, among other things, noted for his representation of numerical data on geographic maps, especially his flow maps.

Cleaner production is a preventive, company-specific environmental protection initiative. It is intended to minimize waste and emissions and maximize product output. By analysing the flow of materials and energy in a company, one tries to identify options to minimize waste and emissions out of industrial processes through source reduction strategies. Improvements of organisation and technology help to reduce or suggest better choices in use of materials and energy, and to avoid waste, waste water generation, and gaseous emissions, and also waste heat and noise.

Material flow analysis (MFA), also referred to as substance flow analysis (SFA), is an analytical method to quantify flows and stocks of materials or substances in a well-defined system. MFA is an important tool to study the bio-physical aspects of human activity on different spatial and temporal scales. It is considered a core method of industrial ecology or anthropogenic, urban, social and industrial metabolism. MFA is used to study material, substance, or product flows across different industrial sectors or within ecosystems. MFA can also be applied to a single industrial installation, for example, for tracking nutrient flows through a waste water treatment plant. When combined with an assessment of the costs associated with material flows this business-oriented application of MFA is called material flow cost accounting. MFA is an important tool to study the circular economy and to devise material flow management. Since the 1990s, the number of publications related to material flow analysis has grown steadily. Peer-reviewed journals that publish MFA-related work include the Journal of Industrial Ecology, Ecological Economics, Environmental Science and Technology, and Resources, Conservation, and Recycling.

<span class="mw-page-title-main">Life-cycle engineering</span>

Life-cycle engineering (LCE) is a sustainability-oriented engineering methodology that takes into account the comprehensive technical, environmental, and economic impacts of decisions within the product life cycle. Alternatively it can be defined as “sustainability-oriented product development activities within the scope of one to several product life cycles.” LCE requires analysis to quantify sustainability, setting appropriate targets for environmental impact. The application of complementary methodologies and technologies enables engineers to apply LCE to fulfill environmental objectives.

<span class="mw-page-title-main">Material flow management</span>

Material flow management (MFM) is an economic focused method of analysis and reformation of goods production and subsequent waste through the lens of material flows, incorporating themes of sustainability and the theory of a circular economy. It is used in social, medical, and urban contexts. However, MFM has grown in the field of industrial ecology, combining both technical and economic approaches to minimize waste that impacts economic prosperity and the environment. It has been heavily utilized by the country of Germany, but it has been applied to the industries of various other countries. The material flow management process utilizes the Sankey Diagram, and echoes the circular economy model, while being represented in media environments as a business model which may help lower the costs of production and waste.

<span class="mw-page-title-main">Industrial symbiosis</span>

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<span class="mw-page-title-main">Matthew Henry Phineas Riall Sankey</span> Irish engineer (1853–1925)

Matthew Henry Phineas Riall Sankey was an Irish engineer and captain in the Royal Engineers, known as the creator of the Sankey diagram.

<span class="mw-page-title-main">Flow map</span> Thematic map visualizing linear flow

A flow map is a type of thematic map that uses linear symbols to represent movement between locations. It may thus be considered a hybrid of a map and a flow diagram. The movement being mapped may be that of anything, including people, highway traffic, trade goods, water, ideas, telecommunications data, etc. The wide variety of moving material, and the variety of geographic networks through they move, has led to many different design strategies. Some cartographers have expanded this term to any thematic map of a linear network, while others restrict its use to maps that specifically show movement of some kind.

<span class="mw-page-title-main">Alluvial diagram</span> Flow diagram showing change over time

Alluvial diagrams are a type of flow diagram originally developed to represent changes in network structure over time. In allusion to both their visual appearance and their emphasis on flow, alluvial diagrams are named after alluvial fans that are naturally formed by the soil deposited from streaming water.

Material flow cost accounting (MFCA) is a management tool that assists organizations in better understanding the potential environmental and financial consequences of their material and energy practices and seeks to improve them via changes in those practices. It does so by assessing the physical material flows in a company or a supply chain and assign adequate associated costs to these flows.

<span class="mw-page-title-main">Energy system</span> All components related to production, conversion, delivery, and use of energy

An energy system is a system primarily designed to supply energy-services to end-users. The intent behind energy systems is to minimise energy losses to a negligible level, as well as to ensure the efficient use of energy. The IPCC Fifth Assessment Report defines an energy system as "all components related to the production, conversion, delivery, and use of energy".

Techno-economic assessment or techno-economic analysis is a method of analyzing the economic performance of an industrial process, product, or service. It typically uses software modeling to estimate capital cost, operating cost, and revenue based on technical and financial input parameters. One desired outcome is to summarize results in a concise and visually coherent form, using visualization tools such as tornado diagrams and sensitivity analysis graphs.

<span class="mw-page-title-main">World energy supply and consumption</span> Global production and usage of energy

World energy supply and consumption refers to the global supply of energy resources and its consumption. The system of global energy supply consists of the energy development, refinement, and trade of energy. Energy supplies may exist in various forms such as raw resources or more processed and refined forms of energy. The raw energy resources include for example coal, unprocessed oil & gas, uranium. In comparison, the refined forms of energy include for example refined oil that becomes fuel and electricity. Energy resources may be used in various different ways, depending on the specific resource, and intended end use. Energy production and consumption play a significant role in the global economy. It is needed in industry and global transportation. The total energy supply chain, from production to final consumption, involves many activities that cause a loss of useful energy.

Stefan Bringezu is a German environmental scientist. He has conducted pioneering research in the field of material flow analysis and derived policy-relevant indicators of resource use, which contributed to statistical standards in the EU, OECD, and UNEP and environmental footprinting across scales. He had been selected as inaugural member of the International Panel for Sustainable Resource Management and lead-coordinated in three of their reports. He was scientific director of the Center for Environmental Systems Research at Kassel University, Germany.

References

  1. Otto, Ethan; Culakova, Eva; Meng, Sixu; Zhang, Zhihong; Xu, Huiwen; Mohile, Supriya; Flannery, Marie (2022-05-13). "Overview of Sankey Flow Diagrams: Focusing on Symptom Trajectories in Older Adults with Advanced Cancer". Journal of Geriatric Oncology. 13 (5): 742–746. doi:10.1016/j.jgo.2021.12.017. PMC   9232856 . PMID   35000890.
  2. Schmidt, Mario (2008). "The Sankey Diagram in Energy and Material Flow Management - Part II: Methodology and Current Applications". Journal of Industrial Ecology. 12 (2): 173–185. doi:10.1111/j.1530-9290.2008.00015.x. ISSN   1530-9290.
  3. Kennedy, Alex B. W.; Sankey, H. Riall (1898). "The Thermal Efficiency Of Steam Engines". Minutes of the Proceedings of the Institution of Civil Engineers. 134 (1898): 278–312. doi:10.1680/imotp.1898.19100.
  4. Schmidt, Mario (2008). "The Sankey Diagram in Energy and Material Flow Management - Part I: History". Journal of Industrial Ecology. 12 (1): 82–94. doi: 10.1111/j.1530-9290.2008.00004.x . S2CID   154150190.
  5. Corbett, John. "Charles Joseph Minard: Mapping Napoleon's March, 1861". Center for Spatially Integrated Social Science. Archived from the original on 12 March 2017. Retrieved 21 May 2023.
  6. "Annual Energy Review". Energy Information Administration. Retrieved 15 December 2017.
  7. "LLNL Flow Charts". Lawrence Livermore National Laboratory. Retrieved 15 December 2017.
  8. "Energy balance flow for European Union (28 countries) 2015". Eurostat. Retrieved 15 December 2017.
  9. "World Balance (2015)". International Energy Agency (IEA). Retrieved 15 December 2017.