A review of multi-criteria decision-making methods for bioenergy systems

Bioenergy schemes are multi-faceted and complex by nature, with many available raw material supplies and technical options and a diverse set of stakeholders holding a raft of conflicting opinions. To develop and operate a successful scheme there are many requirements that should be considered and satisfied. This paper provides a review of those academic works attempting to deal with problems arising within the bioenergy sector using multi-criteria decision-making (MCDM) methods. These methods are particularly suitable to bioenergy given its multi-faceted nature but could be equally relevant to other energy conversion technologies. Related articles appearing in the international journals from 2000 to 2010 are gathered and analysed so that the following two questions can be answered. (i) Which methods are the most popular? (ii) Which problems attract the most attention? The review finds that optimisation methods are most popular with methods choosing between few alternatives being used in 44% of reviewed papers and methods choosing between many alternatives being used in 28%. The most popular application area was to technology selection with 27% of reviewed papers followed by policy decisions with 18%.

[1]  Savvas A. Tassou,et al.  The use of multiple criteria decision making methodologies for the promotion of RES through funding schemes in Cyprus, A review , 2010 .

[2]  Prasanta Kumar Dey,et al.  Strategic sourcing in the UK bioenergy industry , 2013 .

[3]  Serge Kokot,et al.  Selection of hydrothermal pre-treatment conditions of waste sludge destruction using multicriteria decision-making. , 2005, Journal of environmental management.

[4]  Heracles Polatidis,et al.  Renewable energy projects: structuring a multi-criteria group decision-making framework , 2003 .

[5]  Eva Heiskanen,et al.  Modulating societal acceptance in new energy projects: Towards a toolkit methodology for project managers , 2009 .

[6]  Danae Diakoulaki,et al.  Multi-criteria decision analysis and cost–benefit analysis of alternative scenarios for the power generation sector in Greece , 2007 .

[7]  Vladimir Strezov,et al.  Sustainability considerations for electricity generation from biomass , 2010 .

[8]  Jiangjiang Wang,et al.  Review on multi-criteria decision analysis aid in sustainable energy decision-making , 2009 .

[9]  Lynne M. Westphal,et al.  How to build multifunctional agricultural landscapes in the U.S. Corn Belt: Add perennials and partnerships , 2010 .

[10]  J. Mingers,et al.  Rational analysis for a problematic world revisited : problem structuring methods for complexity, uncertainty and conflict , 1989 .

[11]  Ruud Kempener,et al.  A complex systems approach to planning, optimization and decision making for energy networks , 2008 .

[12]  François Maréchal,et al.  Thermo-economic optimisation of the integration of electrolysis in synthetic natural gas production from wood , 2008 .

[13]  Timo Tahvanainen,et al.  Supply chain cost analysis of long-distance transportation of energy wood in Finland , 2011 .

[14]  Timothy A. Volk,et al.  Multi criteria analysis for bioenergy systems assessments , 2009 .

[15]  Vukman Bakić,et al.  Sustainability estimation of energy system options that use gas and renewable resources for domestic , 2011 .

[16]  S. Jebaraja,et al.  A review of energy models , 2006 .

[17]  G Perkoulidis,et al.  A multi-criteria ranking of different technologies for the anaerobic digestion for energy recovery of the organic fraction of municipal solid wastes. , 2009, Bioresource technology.

[18]  Carly McLachlan,et al.  Trade-offs in assessing different energy futures: a regional multi-criteria assessment of the role of carbon dioxide capture and storage , 2006 .

[19]  François Maréchal,et al.  Methodology for the optimal thermo-economic, multi-objective design of thermochemical fuel production from biomass , 2009, Comput. Chem. Eng..

[20]  Naim Afgan,et al.  MULTI-CRITERIA ASSESSMENT OF NEW AND RENEWABLE ENERGY POWER PLANTS , 2002 .

[21]  R. Clift,et al.  Developing a sustainability framework for the assessment of bioenergy systems , 2007 .

[22]  Patricia Thornley.  Increasing biomass based power generation in the UK , 2006 .

[23]  L. Suganthi,et al.  Renewable energy in India — a modelling study for 2020–2021 , 2000 .

[24]  Malcolm Eames,et al.  Towards a sustainable hydrogen economy: A multi-criteria sustainability appraisal of competing hydrogen futures , 2007 .

[25]  Lucy Bastin,et al.  Comparing transport emissions and impacts for energy recovery from domestic waste (EfW): Centralised and distributed disposal options for two UK Counties , 2009, Comput. Environ. Urban Syst..

[26]  Hongbo Ren,et al.  Multi-criteria evaluation for the optimal adoption of distributed residential energy systems in Japan , 2009 .

[27]  T. Buchholz,et al.  A participatory systems approach to modeling social, economic, and ecological components of bioenergy , 2007 .

[28]  Paul Upham,et al.  Local public opinion of a proposed 21.5 MW(e) biomass gasifier in Devon: questionnaire survey results. , 2007 .

[29]  Chris T. Kiranoudis,et al.  Short-cut design of wind farms , 2001 .

[30]  Jutta Geldermann,et al.  Modified PROMETHEE approach for assessing energy technologies , 2010 .

[31]  Saul I. Gass,et al.  AN ANNOTATED TIMELINE OF OPERATIONS RESEARCH: AN INFORMAL HISTORY , 2006, Volume 31, Number 6, December 2004.

[32]  Paul Upham,et al.  Public and stakeholder perceptions of 2030 bioenergy scenarios for the Yorkshire and Humber region , 2007 .

[33]  Naim Afgan,et al.  Sustainability assessment tool for the decision making in selection of energy system—Bosnian case , 2007 .

[34]  Kes McCormick,et al.  Key barriers for bioenergy in Europe: Economic conditions, know-how and institutional capacity, and supply chain co-ordination , 2007 .

[35]  Manfred J. Lexer,et al.  Multi-criteria evaluation of multi-purpose stand treatment programmes for Finnish boreal forests under changing climate , 2008 .

[36]  Ilias P. Tatsiopoulos,et al.  Logistics issues of biomass: The storage problem and the multi-biomass supply chain , 2009 .

[37]  B. W. Ang,et al.  Decision analysis in energy and environmental modeling: An update , 2006 .

[38]  S. Rozakis,et al.  Integrated micro-economic modelling and multi-criteria methodology to support public decision-making: the case of liquid bio-fuels in France , 2001 .

[39]  Lorraine Warren,et al.  Rational analysis for a problematic world revisited: problem structuring methods for complexity, uncertainty and conflict, 2nd edition. Edited by Jonathan Rosenhead and John Mingers. Published by Wiley, Chichester, 2001, 366 pp., ISBN 0 471 49523 9, £22.50 , 2002 .

[40]  Nilay Shah,et al.  Biomass to Heat Supply Chains: Applications of Process Optimization , 2007 .

[41]  Mustapha Ouhimmou,et al.  Furniture supply chain tactical planning optimization using a time decomposition approach , 2008, Eur. J. Oper. Res..

[42]  Cengiz Kahraman,et al.  Multicriteria renewable energy planning using an integrated fuzzy VIKOR & AHP methodology: The case of Istanbul , 2010 .

[43]  Mladen Stanojević,et al.  Green accounting for greener energy , 2010 .

[44]  John Psarras,et al.  Supporting sustainable electricity technologies in Greece using MCDM , 2006 .

[45]  Mikael Rönnqvist,et al.  Supply chain management in forestry--case studies at Södra Cell AB , 2005, Eur. J. Oper. Res..

[46]  Marie Münster,et al.  Comparing Waste-to-Energy technologies by applying energy system analysis. , 2010, Waste management.

[47]  Berna Haktanırlar Ulutaş,et al.  Determination of the appropriate energy policy for Turkey , 2005 .

[48]  Peter J. G. Pearson,et al.  The potential demand for bioenergy in residential heating applications (bio-heat) in the UK based on a market segment analysis , 2008 .

[49]  Jun Zhang,et al.  Stochastic optimization of a multi-feedstock lignocellulosic-based bioethanol supply chain under multiple uncertainties , 2013 .

[50]  Enzo Tiezzi,et al.  A multi-criteria assessment of six energy conversion processes for H2 production , 2009 .

[51]  W. A. Marvin,et al.  Economic Optimization of a Lignocellulosic Biomass-to-Ethanol Supply Chain , 2012 .

[52]  Toshihiko Nakata,et al.  Renewable technologies for rural electrification in Colombia: a multiple objective approach , 2008 .

[53]  Stelios Rozakis,et al.  Bio-fuel production system in France: an Economic Analysis ☆ , 2001 .

[54]  Mir-Bahador Aryanezhad,et al.  A multi-objective robust optimization model for multi-product multi-site aggregate production planning in a supply chain under uncertainty , 2011 .

[55]  Yueyue Fan,et al.  Multistage Optimization of the Supply Chains of Biofuels , 2010 .

[56]  Patricia Jaramillo,et al.  Energy supply for sustainable rural livelihoods. A multi-criteria decision-support system , 2007 .

[57]  Ilias P. Tatsiopoulos,et al.  An optimization model for multi-biomass tri-generation energy supply , 2009 .

[58]  Omar Masera,et al.  Spatial analysis of residential fuelwood supply and demand patterns in Mexico using the WISDOM approach. , 2007 .

[59]  T. Sowlati,et al.  Value chain optimization of forest biomass for bioenergy production: A review , 2013 .

[60]  Nain H. Afgan,et al.  Sustainability assessment of a hybrid energy system , 2008 .

[61]  G. Almonacid,et al.  Regional energy planning through SWOT analysis and strategic planning tools.: Impact on renewables development , 2007 .

[62]  Stefan Seuring,et al.  Supply chain and logistics issues of bio-energy production. , 2011 .

[63]  Pedro Pérez-Higueras,et al.  Proposal for a combined methodology for renewable energy planning. Application to a Spanish region , 2009 .

[64]  Edgard Gnansounou,et al.  Assessing the sustainability of biofuels: a logic-based model. , 2011 .

[65]  Paul Ekins,et al.  The Tyndall decarbonisation scenarios--Part II: Scenarios for a 60% CO2 reduction in the UK , 2008 .

[66]  Mahmoud M. El-Halwagi,et al.  A multi-criteria approach to screening alternatives for converting sewage sludge to biodiesel , 2010 .

[67]  Omar Masera,et al.  A GIS-based methodology for highlighting fuelwood supply/demand imbalances at the local level: A case study for Central Mexico , 2009 .

[68]  Amit Kumar,et al.  Development of a multi-criteria assessment model for ranking of renewable and non-renewable transportation fuel vehicles , 2009 .

[69]  A Karagiannidis,et al.  Waste biomass-to-energy supply chain management: a critical synthesis. , 2010, Waste management.

[70]  Efraim Turban,et al.  Decision support systems and intelligent systems , 1997 .

[71]  Reinhard Madlener,et al.  New ways for the integrated appraisal of national energy scenarios: The case of renewable energy use in Austria , 2007 .

[72]  Alev Taskin Gumus,et al.  A Combined Fuzzy-AHP and Fuzzy-GRA Methodology for Hydrogen Energy Storage Method Selection in Turkey , 2013 .

[73]  David J. Browne,et al.  Use of multi-criteria decision analysis to explore alternative domestic energy and electricity policy scenarios in an Irish city-region , 2010 .

[74]  Maurizio Cellura,et al.  Decision-making in energy planning. Application of the Electre method at regional level for the diffusion of renewable energy technology , 2003 .

[75]  Nicolás Ruiz-Reyes,et al.  A Honey Bee Foraging approach for optimal location of a biomass power plant , 2010 .

[76]  Murat Akcin,et al.  A closed-loop energy price controlling method for real-time energy balancing in a smart grid energy market , 2013 .

[77]  Hongbo Ren,et al.  Integrated design and evaluation of biomass energy system taking into consideration demand side characteristics , 2010 .

[78]  Paul Ekins,et al.  The Tyndall decarbonisation scenarios—Part I: Development of a backcasting methodology with stakeholder participation , 2008 .

[79]  Lucy Bastin,et al.  Distributed or centralised energy-from-waste policy? Implications of technology and scale at municipal level , 2007 .

[80]  Hiroya Seki,et al.  Evolutionary algorithms approach for integrated bioenergy supply chains optimization , 2009 .

[81]  Hua Jiang,et al.  Life cycle sustainability assessment of fuels , 2007 .

[82]  Tetsuo Fuchino,et al.  Thermo-economic analysis for the optimal conceptual design of biomass gasification energy conversion systems , 2009 .