Energy Modelling for Policy Support (EMoPS) is more than simply an analytical activity — it affects and involves communities. Including those involved in real time in the EMoPS proces, and those outside of the EMoPS process, who may be affected by its outcomes at some later time.
Communities in focus include those involved in the analytical and policy formulation work itself, subsequent (energy dependent) service users, those locally and internationally who are impacted by the uptake of energy system development, as well as project developers and financiers. Energy is not an end in and of itself, but a means to supply — in the context of financial and non-monetary costs — energy services. Energy demands are thus driven by other sectors and determine wider production possibilities.
With its policy impact EMoPS, which can influence energy system configuration and service costs — influences key aspects of societal development, and its constituencies. For these reasons, EMoPS should be held accountable through adherence to good governance as well as rigorous scientific practice.
The significance of integrated modelling
EMoPS is in part an analytical activity that, via mathematical abstractions programmed into computer models, projects internally consistent scenarios of energy system development. As an academic activity, it requires scientific rigour. Its analytical components include links with scientific bodies of knowledge and analysts often interact with specialists from other domains.
EMoPS scenarios (one of several modelling artifacts 1,2 noted in the supplementary online material (SOM)) typically provide directly, or with additional analysis, explicit quantitative pictures of: technology and infrastructure configurations; energy security and trade levels; direct and secondary market implications and investment provisions; emissions trajectories; revenue and public subsidy requirements; and life-style implications. Scenarios enable a ‘thought-experiment space’ that allows one to run through various futures that may be driven by new policies and evaluate the effect of sets of policies. One common practice is to develop aspirational end-points for those scenarios and then model to investigate normative scenarios of how one might get there — a technique known as backcasting.3
Aspects of scenarios have relevance to large sets of communities. They can also be translated into a ‘language’ that is understood by each community — though they are often domain specific. Scenarios can also be loaded with tacit judgments that are not necessarily made explicit.4
No existing guidelines govern the identification of the relevant communities, the identification of the scenario elements and aspirations of importance to those communities, their active translation and appropriate interface of that community with an EMoPS process. Neither are the costs nor benefits of potential guidelines articulated, should they indeed be adopted. This despite widespread, often tacit agreement of the value of scenarios for those communities.5
The communities affected
Aside from those that will later be potentially affected, all specific communities associated with the EMoPS ecosystem of activities and scenarios produced need support for the health of the activity. These may include: the energy modelling team and broader energy modelling community; energy policy analysts that bridge the policy process with EMoPS; a (formal or informal) coordination group that enables strategic intelligence and manages information flows with key external communities; a coordination group of a broader participation process; and, the funders that support the EMoPS process. The latter might arise from dedicated government budgets or external support agencies.
From EMoPS scenarios, the implications and ‘underpinning goals’ of different futures are articulated, and their implications for affected communities sketched (Table 1). The communities that are represented (or can be represented in those sketches) include various policy organs; direct energy industry suppliers and indirect (energy) service users; civil society and international actors. Here, internationals are at least divided into business, development, environment, and energy(‑system) trading partners. Consider for example, multinational energy companies, the UNFCCC, countries with electricity and gas interconnectors, respectively as examples.
Table 1: Affected communities across domains (to the right), ending in those that control infrastructure spend, and actors (descending)
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)
Four critical observations arise
- Opaque analysis: even when deeply domain specific, despite a growth of efforts to combat this, the modelling process often remains a ‘black box’.6 That means that it is often impossible to develop sensible knowledge management within a national modelling team. When active knowledge management is missing due to opacity, it is not feasible to create an ecosystem with institutions and research centres that could increase national competence and capacity. That results in continuous wasted effort. In developing country contexts, wasted resources and negative consequences are reported.7
- Community cooperation: the level of involvement of socio-economic actors is necessarily constrained as resource, time, and other factors create impractical overheads. The benefits of competent cooperation and co-creation are well known, including the potential for increased accountability 8 and ownership.9 But various levels of cooperation with the modelling team are possible. A stylised representation is given by in figure 1.10 Yet many EMoPS activities are without appropriately defined analytical and organisational workflows. They have no explicit interface for community participation. As such even ‘light’ cooperation can be difficult.
- Downstream matters: the impact of the resulting energy policy from EMoPS is not trivial. And the continuum from EMoPS to implementation is often broken. This can range from the translation of energy model results into energy policy to energy policy that is incoherent and contradictory to policy in other areas. A common example of the former is the implementation of non-market mechanisms to proxy the output of a market model, creating inaccuracies. A common example of the latter is the dependence on indirect fossil fuel taxes for national development revenue, while efforts are made to reduce fossil fuel consumption for reasons of GHG mitigation.
- Appropriate answerability: accountability for related national development financing (as it relates to EMoPS and its output) is lacking. Money might be directly wasted 7 as there may be no simple knowledge management process in the analytical team. As its insights might not be scrutinizable, the resulting (much larger indirect) investments and the broader development they drive are at risk as a result. (That is not to say that an ‘exemplary’ EMoPS will produce scenarios that perfectly ‘predict’ future needs. Although it might be built on the best available information, it is still imperfect knowledge.12 However, if its outputs and process cannot be scrutinized and built upon, it is not possible to know if due diligence was applied.)