Multi-Criteria Analysis of Electricity Generation Scenarios for Sustainable Energy Planning in Pakistan

The now over a decade-long electricity crisis in Pakistan has adversely affected the socio-economic development of the country. This situation is mainly due to a lack of sustainable energy planning and policy formulation. In this context, energy models can be of great help but only a handful of such efforts have been undertaken in Pakistan. Two key shortcomings pertaining to energy models lead to their low utilization in developing countries. First, the models do not effectively make decisions, but rather provide a set of alternatives based on modeling parameters; and secondly, the complexity of these models is often poorly understood by the decision makers. As such, in this study, the Analytical Hierarchy Process (AHP) methodology of Multi-Criteria Decision-Making (MCDM) has been used for the sustainability assessment of energy modeling results for long-term electricity planning. The four scenario alternatives developed in the energy modeling effort, Reference (REF), Renewable Energy Technologies (RET), Clean Coal Maximum (CCM) and Energy Efficiency and Conservation (EEC), have been ranked using the Expert Choice® tool based on the AHP methodology. The AHP decision support framework of this study revealed the EEC scenario as the most favorable electricity generation scenario followed by the REF, RET and CCM scenarios. Besides that, this study proposes policy recommendations to undertake integrated energy modeling and decision analysis for sustainable energy planning in Pakistan.

[1]  Christos A. Damalas,et al.  Selecting strategies for rice stem borer management using the Analytic Hierarchy Process (AHP) , 2016 .

[2]  Tugrul U. Daim,et al.  Evaluating alternative fuels in USA: a proposed forecasting framework using AHP and scenarios , 2007 .

[3]  P. Nallagownden,et al.  Long Term Sustainable Energy Planning for Malaysia: A Modelling and Decision Aid Framework , 2013 .

[4]  C. Hwang,et al.  Fuzzy Multiple Objective Decision Making: Methods And Applications , 1996 .

[5]  Aumnad Phdungsilp,et al.  Energy and Carbon Modeling with Multi-Criteria Decision-Making towards Sustainable Industrial Sector Development in Thailand , 2011 .

[6]  Jeferson Borghetti Soares,et al.  Energy in Brazil: Toward sustainable development? , 2008 .

[7]  C. Potolias,et al.  A multi-criteria methodology for energy planning and developing renewable energy sources at a regional level: A case study Thassos, Greece , 2013 .

[8]  Muhammad Aslam Uqaili,et al.  Overcoming electricity crisis in Pakistan: A review of sustainable electricity options , 2017 .

[9]  Marc Roubens,et al.  Multiple criteria decision making , 1994 .

[10]  Birol Kılkış,et al.  An energy source policy assessment using analytical hierarchy process , 2012 .

[11]  Requirement analysis for multicriteria analysis in NEEDS RS2b , .

[12]  Petros A. Pilavachi,et al.  Objective and subjective evaluation of power plants and their non-radioactive emissions using the analytic hierarchy process , 2007 .

[13]  Muhammad Aslam Uqaili,et al.  Assessment of Renewable Energy for Electricity Generation: Using Pakistan TIMES Energy Model , 2016 .

[14]  Aumnad Phdungsilp,et al.  Analyses of the decarbonizing Thailand's energy system toward low-carbon futures , 2013 .

[15]  A. Toossi,et al.  Developing an AHP based decision model for energy systems policy making , 2013, 2013 IEEE International Conference on Industrial Technology (ICIT).

[16]  M. A. Uqaili,et al.  A Review of Energy and Power Planning and Policies of Pakistan , 2017 .

[17]  Annika Kangas,et al.  Outranking methods as tools in strategic natural resources planning , 2001 .

[18]  Thomas L. Saaty,et al.  Optimization in Integers and Related Extremal Problems , 1970 .

[19]  Monjur Mourshed,et al.  Challenges and gaps for energy planning models in the developing-world context , 2018 .

[20]  Theodor J. Stewart,et al.  Integrating multicriteria decision analysis and scenario planning—Review and extension , 2013 .

[21]  Amy H. I. Lee,et al.  Multi-criteria decision making on strategic selection of wind farms , 2009 .

[22]  Ching-Lai Hwang,et al.  Multiple attribute decision making : an introduction , 1995 .

[23]  E. Løken Use of multicriteria decision analysis methods for energy planning problems , 2007 .

[24]  Xiaosu Ma Long-term planning strategies for an integrated land use and transport system , 2011 .

[25]  Kamphol Promjiraprawat,et al.  Multi-objective and multi-criteria optimization for power generation expansion planning with CO 2 mitigation in Thailand , 2011 .

[26]  Munawar A. Sheikh,et al.  Renewable energy resource potential in Pakistan , 2009 .

[27]  Theocharis Tsoutsos,et al.  Sustainable power planning for the island of Crete , 2009 .

[28]  K. A. Nigim,et al.  Pre-feasibility MCDM tools to aid communities in prioritizing local viable renewable energy sources , 2004 .

[29]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[30]  F. Elkarmi,et al.  Increasing the utilization of solar energy technologies (SET) in Jordan: Analytic hierarchy process , 1993 .

[31]  Brett Cohen,et al.  Ranking and selection of power expansion alternatives for multiple objectives under uncertainty , 2007 .

[32]  L. Phillips,et al.  Multi-criteria analysis: a manual , 2009 .

[33]  Hayri Baraçli,et al.  A fuzzy multi-criteria decision making methodology based upon the interval type-2 fuzzy sets for evaluating renewable energy alternatives in Turkey , 2015 .

[34]  T. Daim,et al.  Selection of Renewable Energy Technologies for a Developing County: A Case of Pakistan , 2011 .

[35]  Mohd Shahir Liew,et al.  Criteria for the selection of sustainable onsite construction equipment , 2014 .

[36]  Brian Vad Mathiesen,et al.  A review of computer tools for analysing the integration of renewable energy into various energy systems , 2010 .

[37]  S Kafandaris ELECTRE and Decision Support: Methods and Applications in Engineering and Infrastructure Investment , 2002, J. Oper. Res. Soc..

[38]  Luis G. Vargas An overview of the analytic hierarchy process and its applications , 1990 .

[39]  Mukhtar Hussain Sahir Energy System Modeling and Analysis of Long Term Sustainable Energy Alternatives for Pakistan. , 2007 .

[40]  C. Potolias,et al.  Evaluation of Renewable Energy Sources Exploitation at remote regions, using Computing Model and Multi-Criteria Analysis: A Case-Study in Samothrace, Greece , 2012 .

[41]  K. Harijan,et al.  Wind energy development in Pakistan , 2007 .

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

[43]  R. Quijano,et al.  Integrated Model Platform for Sustainable Energy Planning. Colombian case. , 2008 .

[44]  C. Radhakrishna,et al.  Sustainable Energy Future by AD2030 - India Case Study , 2008, 2008 IEEE Energy 2030 Conference.

[45]  Ralph L. Keeney,et al.  Decisions with multiple objectives: preferences and value tradeoffs , 1976 .

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

[47]  Maria Madalena Teixeira de Araújo,et al.  Evaluating future scenarios for the power generation sector using a Multi-Criteria Decision Analysis (MCDA) tool: The Portuguese case , 2013 .

[48]  K. Soma,et al.  How to involve stakeholders in fisheries management : a country case study in Trinidad and Tobago , 2003 .

[49]  Ernst Worrell,et al.  Towards increased policy relevance in energy modeling , 2003 .

[50]  Selcuk Cebi,et al.  A comparative analysis for multiattribute selection among renewable energy alternatives using fuzzy axiomatic design and fuzzy analytic hierarchy process , 2009 .

[51]  Tugrul U. Daim,et al.  Technology assessment for clean energy technologies: The case of the Pacific Northwest , 2009 .

[52]  Renata Stasiak-Betlejewska,et al.  DSS for rural domestic energy planning – case study of a block in central India , 2014 .

[53]  Yadollah Saboohi,et al.  Model of sustainable development of energy system, case of Hamedan , 2017 .

[54]  Cengiz Kahraman,et al.  A fuzzy multicriteria methodology for selection among energy alternatives , 2010, Expert Syst. Appl..

[55]  Luis G. Vargas,et al.  Uncertainty and rank order in the analytic hierarchy process , 1987 .

[56]  Oluwole Peter Akadiri Development of a multi-criteria approach for the selection of sustainable materials for building projects , 2011 .

[57]  G. Colson,et al.  Editorial: Models and methods in multiple objectives decision making , 1989 .

[58]  Maria Madalena Teixeira de Araújo,et al.  An integrated framework to support sustainable electricity planning , 2012 .