{"query_echo":{"q":"","filters":{"organization":["RMI"]},"warnings":[]},"total":{"value":1110,"relation":"eq"},"page":35,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=rmi&page=35","next":"https://climateinsightsdirectory.org/api/v1/search?organization=rmi&page=36","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"rmi-000022","url":"https://climateinsightsdirectory.org/document/rmi-000022","title":"Prospects for Gas Pipelines in the Era of Clean Energy","publisher":{"name":"RMI","organization":"rmi"},"document_type":"briefing","language":"en","date_published":"2019-03-07","source_url":"https://rmi.org/resources/prospects-for-gas-pipelines-in-the-era-of-clean-energy/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"RMI research indicates that clean energy portfolios are now cost-competitive with new natural gas power plants. Consequently, over $70 billion in planned gas-fired power plant construction and $30 billion in new interstate pipelines face significant stranded cost risks, as these assets may become uneconomic by 2035 and lead to increased gas delivery costs.","ai_generated":true,"unit":"rmi-000022#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Clean energy portfolios (CEPs) consisting of wind, solar, and energy storage are now cost-competitive with new natural gas power plants and can provide equivalent grid reliability services.","ai_generated":true,"unit":"rmi-000022#insight-1","date_modified":"2026-10-23"},{"text":"Of the more than $70 billion planned for new gas-fired power plant construction through 2025, 90% of the proposed capacity is more expensive than equivalent CEPs. These plants risk becoming uneconomic to operate by 2035, potentially locking in 100 million tons of annual CO2 emissions and creating stranded cost risks.","ai_generated":true,"unit":"rmi-000022#insight-2","date_modified":"2026-10-23"},{"text":"Planned investments of $30 billion in new interstate pipelines through 2024 face declining utilization as the economic case for gas power plants weakens. This drop in utilization is projected to increase the average cost of delivered gas by 30%–140% relative to expected levels.","ai_generated":true,"unit":"rmi-000022#insight-3","date_modified":"2026-10-23"}],"climate_tags":["natural gas","gas-fired power station","renewable energy commercialization","wind power","solar energy","energy storage","stranded asset","carbon dioxide emissions","Power system reliability"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["economic assessment","risk analysis"]},{"id":"rmi-000664","url":"https://climateinsightsdirectory.org/document/rmi-000664","title":"Successfully Shaping the Clean Energy Transition","publisher":{"name":"RMI","organization":"rmi"},"document_type":"briefing","language":"en","date_published":"2019-02-25","source_url":"https://rmi.org/resources/successfully-shaping-the-clean-energy-transition/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing outlines the transformational shifts in the US energy landscape as of 2018, highlighting the move toward 100 percent clean energy goals by states and utilities. It identifies six critical areas requiring urgent attention: the revision of grid and resource planning to accommodate new technologies, the reform of utility business models, the integration of beneficial electrification for heating and cooling, the proper valuation of distributed energy resources (DERs), the assurance of equity for low- and moderate-income customers, and the financial management of uneconomic fossil fuel assets, particularly coal.","ai_generated":true,"unit":"rmi-000664#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The US energy landscape is seeing a surge in 100 percent clean energy commitments from both government and corporate entities, with several states including New York, New Jersey, and Washington advancing such proposals, and Xcel Energy becoming the first multistate investor-owned utility to commit to \"100 percent carbon-free electricity\".","ai_generated":true,"unit":"rmi-000664#insight-1","date_modified":"2026-10-23"},{"text":"The transition to a clean energy economy requires reforming utility business models to address flat energy demand and the rise of customer-sited technologies like battery storage and rooftop solar, with some regions like Hawaii implementing a \"new regulatory compact between the energy industry and customers\".","ai_generated":true,"unit":"rmi-000664#insight-2","date_modified":"2026-10-23"},{"text":"Beneficial electrification of building heating and cooling is becoming more cost-competitive and could make \"obsolete much of the gas distribution system\", though this necessitates integrating electricity and gas resource planning.","ai_generated":true,"unit":"rmi-000664#insight-3","date_modified":"2026-10-23"},{"text":"Coal generation is rapidly declining in the US, with 16 gigawatts of plants retired in 2018 and total capacity falling by one-third since 2010. To manage the exit of these \"uneconomic assets\", some state legislatures, such as New Mexico's, are considering securitization to pool assets and sell them as private securities to fund plant retirement and clean energy investment.","ai_generated":true,"unit":"rmi-000664#insight-4","date_modified":"2026-10-23"},{"text":"There is a critical need to ensure energy equity, as approximately one-quarter of US households qualify for federal energy assistance and often face \"elevated energy burdens and detrimental health and environmental impacts from power generation\".","ai_generated":true,"unit":"rmi-000664#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy transition","Grid modernization","distributed generation","Utility business model","Coal phase-out","energy justice","Renewable portfolio standard","renewable electricity"],"geography_discussed":["New York","New Jersey","Washington","Hawaii","New Mexico"],"frame_perspective":[],"analysis_type":["policy analysis","strategic briefing"]},{"id":"rmi-000690","url":"https://climateinsightsdirectory.org/document/rmi-000690","title":"Ushering In New Mobility With User-Centered Design","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2019-02-14","source_url":"https://rmi.org/resources/ushering-in-new-mobility/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document argues that the slow adoption of new mobility—driven by autonomy, shared ride platforms, and electric powertrains—is due to imperfect technology and incomplete service packages. It suggests that integrating design thinking and mass customization into the development of physical vehicles and service offerings can unlock market potential and reduce reliance on personal vehicle ownership.","ai_generated":true,"unit":"rmi-000690#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The slow adoption of new mobility technologies, specifically autonomy, shared ride platforms, and electric powertrains, is attributed to two factors: the technologies are not yet fully perfected or available for public use, and the services do not provide a complete mobility package.","ai_generated":true,"unit":"rmi-000690#insight-1","date_modified":"2026-10-23"},{"text":"To accelerate the reduction of personal-vehicle ownership at scale, the report advocates for the use of design thinking in the creation of service offerings and physical vehicles, as well as the implementation of mass customization.","ai_generated":true,"unit":"rmi-000690#insight-2","date_modified":"2026-10-23"}],"climate_tags":["autonomous vehicle"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["strategic framework"]},{"id":"rmi-000388","url":"https://climateinsightsdirectory.org/document/rmi-000388","title":"Process for Purpose","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2019-02-06","source_url":"https://rmi.org/resources/process-for-purpose/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document argues that the design of the process used to implement utility regulatory reforms is as critical as the technical and economic details of the reforms themselves. It identifies four stages of successful reform: initiation, communication of vision, conduction, and delivery of outcomes. The paper emphasizes the central role of utility regulators in driving these efforts and the necessity of a guiding vision to prevent reforms from becoming mired in adversarial debates.","ai_generated":true,"unit":"rmi-000388#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The design of the reform process is often overlooked in favor of technical and economic details, which can lead to adversarial debates and suboptimal outcomes.","ai_generated":true,"unit":"rmi-000388#insight-1","date_modified":"2026-10-23"},{"text":"Successful regulatory reform processes consist of four distinct stages: initiating the process, communicating the vision, conducting the process, and delivering outcomes.","ai_generated":true,"unit":"rmi-000388#insight-2","date_modified":"2026-10-23"},{"text":"While various stakeholders can start the process, utility regulators are particularly important because they are generally responsible for ensuring reforms reach their policy outcomes.","ai_generated":true,"unit":"rmi-000388#insight-3","date_modified":"2026-10-23"},{"text":"Regulatory processes should be guided by a vision that defines the opportunity, the benefits to customers and the grid, the expected outputs, and how regulators will use those outputs.","ai_generated":true,"unit":"rmi-000388#insight-4","date_modified":"2026-10-23"},{"text":"Regulatory processes are categorized as either investigatory, which explore needs and options, or decisional, which aim to adopt new programs or rules.","ai_generated":true,"unit":"rmi-000388#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Utility business model","public policy"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["review"]},{"id":"rmi-000803","url":"https://climateinsightsdirectory.org/document/rmi-000803","title":"Process for Purpose","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2019-02","source_url":"https://rmi.org/app/uploads/2019/02/rmi-process-for-purpose.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that traditional quasi-judicial regulatory processes are inadequate for the scale of current electricity system transformations and proposes a four-stage framework—initiation, vision communication, conduction, and delivery of outcomes—to achieve more successful reforms.","ai_generated":true,"unit":"rmi-000803#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Successful utility regulatory reform typically follows a four-stage sequence: initiating the reform process, communicating the vision for reform, conducting the reform process, and delivering reform outcomes.","ai_generated":true,"unit":"rmi-000803#insight-1","date_modified":"2026-10-23"},{"text":"Regulatory processes are categorized as either investigatory, which explore grid needs and reform options without immediate rule changes, or decisional, which aim to adopt new programs or rules.","ai_generated":true,"unit":"rmi-000803#insight-2","date_modified":"2026-10-23"},{"text":"The initiation of reform can be driven by various actors, including utility regulators, legislatures, governors, stakeholders, or utilities, but public utilities commissions are typically where the final details are deliberated and the scope of regulations is set.","ai_generated":true,"unit":"rmi-000803#insight-3","date_modified":"2026-10-23"},{"text":"Regulators' willingness to initiate reform is influenced by their perceived statutory authority and political feasibility; in the absence of specific clean energy mandates, they often justify reform using traditional mandates like safety, reliability, and just and reasonable rates.","ai_generated":true,"unit":"rmi-000803#insight-4","date_modified":"2026-10-23"},{"text":"A guiding vision is essential for reform and should articulate the opportunity, the benefits to customers and the grid, the expected outputs, and how those outputs will inform future policy implementation.","ai_generated":true,"unit":"rmi-000803#insight-5","date_modified":"2026-10-23"},{"text":"While nondocketed processes can be more accessible and open, docketed proceedings provide greater transparency, credibility, and a formal record that prevents skewed perspectives from ex parte communications.","ai_generated":true,"unit":"rmi-000803#insight-6","date_modified":"2026-10-23"},{"text":"Rulemaking proceedings are generally viewed as the most effective decisional tool for holistic reform, whereas rate cases are often too time-constrained and utility-driven to allow for ambitious systemic change.","ai_generated":true,"unit":"rmi-000803#insight-7","date_modified":"2026-10-23"},{"text":"To bridge the gap between investigation and full-scale reform, regulators can use pilots as regulatory test beds to experiment with new ideas, provided they are tied to future decisions and a broader vision.","ai_generated":true,"unit":"rmi-000803#insight-8","date_modified":"2026-10-23"}],"climate_tags":["distributed generation","Performance-based regulation","Grid modernization"],"geography_discussed":["Arkansas","California","Hawaii","Illinois","Michigan","Minnesota","New York","Ohio","Oregon","Rhode Island"],"frame_perspective":[],"analysis_type":["process analysis","comparative case study"]},{"id":"rmi-000557","url":"https://climateinsightsdirectory.org/document/rmi-000557","title":"A Radical New Plan for Aviation","publisher":{"name":"RMI","organization":"rmi"},"document_type":"briefing","language":"en","date_published":"2019-01-25","source_url":"https://rmi.org/resources/a-radical-new-plan-for-aviation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The briefing asserts that aviation emissions are exceeding forecasts and that the Carbon Offsetting and Reduction Scheme for International Aviation (CORSIA) is inadequate for achieving climate stability targets.","ai_generated":true,"unit":"rmi-000557#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Aviation emissions are increasing more rapidly than previously predicted, with carbon dioxide emissions expected to reach 1 gigaton per year by 2020, representing between 3% and 9% of annual global emissions.","ai_generated":true,"unit":"rmi-000557#insight-1","date_modified":"2026-10-23"},{"text":"The Carbon Offsetting and Reduction Scheme for International Aviation (CORSIA), which covers 75% of flights, is insufficient to meet established goals or climate stability targets.","ai_generated":true,"unit":"rmi-000557#insight-2","date_modified":"2026-10-23"}],"climate_tags":["aviation","greenhouse gas emissions","carbon offset"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy assessment"]},{"id":"rmi-000799","url":"https://climateinsightsdirectory.org/document/rmi-000799","title":"A CORPORATE PURCHASER’S GUIDE TO RISK MITIGATION","publisher":{"name":"RMI","organization":"rmi"},"document_type":"executive summary","language":"en","date_published":"2019-01","source_url":"https://rmi.org/app/uploads/2018/12/rmi-brc-risk-mitigation-guide-executive-summary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The US corporate renewable energy market has expanded rapidly, with over 6 GW of announcements in 2018 alone, yet risk mitigation tools have not kept pace. The document identifies five key risks unfamiliar to corporate buyers—price, basis, shape, volume, and operational risk—and proposes a \"many-sizes-for-all\" approach. It outlines eight specific mitigation solutions, including five within the virtual power purchase agreement (VPPA) construct (hub-settled VPPAs, floors and collars, proxy generation, volume firming agreements, and fixed volume swaps) and three outside it (long-term REC agreements, project tranches, and contract tranches).","ai_generated":true,"unit":"rmi-000799#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Corporate procurement has become a significant part of the US electricity system, accounting for more than 12% of all utility-scale wind and solar installed in the country as of the report's date.","ai_generated":true,"unit":"rmi-000799#insight-1","date_modified":"2026-10-23"},{"text":"The US corporate renewables market experienced substantial growth in 2018, with over 6 GW of renewable energy announcements, representing a 70% increase in transaction volume compared to 2017.","ai_generated":true,"unit":"rmi-000799#insight-2","date_modified":"2026-10-23"},{"text":"The buyer market is diversifying beyond the IT sector; in 2018, more than 50% of procured capacity came from other industries, including healthcare, manufacturing, retail, and telecommunications.","ai_generated":true,"unit":"rmi-000799#insight-3","date_modified":"2026-10-23"},{"text":"Risk mitigation solutions have failed to evolve at the same rate as market expansion, resulting in a \"one-size-fits-all\" approach centered on the Power Purchase Agreement (PPA), which may not align with the varying risk appetites of a diversifying buyer base.","ai_generated":true,"unit":"rmi-000799#insight-4","date_modified":"2026-10-23"},{"text":"Corporate buyers face five primary risks that are often unfamiliar to them and can lead to significant financial losses: price, basis, shape, volume, and operational risk.","ai_generated":true,"unit":"rmi-000799#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies eight specific risk mitigation strategies: five within the VPPA construct (hub-settled VPPAs, floors and collars, proxy generation, volume firming agreements, and fixed volume swaps) and three outside it (long-term REC agreements, project tranches, and contract tranches).","ai_generated":true,"unit":"rmi-000799#insight-6","date_modified":"2026-10-23"}],"climate_tags":["wind power","solar energy","risk reduction","climate target"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["market analysis","risk assessment","policy and strategy guide"]},{"id":"rmi-000800","url":"https://climateinsightsdirectory.org/document/rmi-000800","title":"EFFICIENT URBAN FREIGHT BEST PRACTICES","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2019","source_url":"https://rmi.org/wp-content/uploads/2019/07/rmi-efficient-urban-freight.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a systemic approach to urban freight management, combining a set of Key Performance Indicators (KPIs) with a library of global best practices. It argues that urban logistics efficiency is driven by a combination of land-use planning, infrastructure investment, and regulatory flexibility. Key strategies discussed include the use of ring roads to divert through-freight, the implementation of urban consolidation centers, and the transition to zero-emissions vehicles. The report emphasizes the necessity of data-driven decision-making through GPS logs and stakeholder engagement via Freight Quality Partnerships to reduce the high costs of the 'final mile' and improve city livability.","ai_generated":true,"unit":"rmi-000800#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'final mile' of delivery is disproportionately expensive, with costs in some e-commerce supply chains exceeding 50% of the total cost of moving goods from production to consumption.","ai_generated":true,"unit":"rmi-000800#insight-1","date_modified":"2026-10-23"},{"text":"Strategic land-use planning, such as the 'Vision 2040' plan in the Seattle metro region, can maintain industrial vitality by designating Manufacturing Industrial Centers (MICs) outside dense residential areas to keep heavy truck traffic off urban roads.","ai_generated":true,"unit":"rmi-000800#insight-2","date_modified":"2026-10-23"},{"text":"Modal shifts from truck to rail or water can significantly reduce urban congestion; for example, the Alameda Corridor in Los Angeles eliminated up to 12 million truck trips per year by replacing at-grade branch lines with a high-capacity below-grade rail line.","ai_generated":true,"unit":"rmi-000800#insight-3","date_modified":"2026-10-23"},{"text":"Urban Consolidation Centers (UCCs) can improve weight-based load factors and reduce vehicle travel, as seen in Freiburg, Germany, where load factors rose from 45% to 70% and truck trips to the city center fell by 33%.","ai_generated":true,"unit":"rmi-000800#insight-4","date_modified":"2026-10-23"},{"text":"Night-time delivery schemes can drastically reduce truck dwell times and increase travel speeds; in New York City, median travel speeds for night deliveries were 50% to 130% higher than during the day.","ai_generated":true,"unit":"rmi-000800#insight-5","date_modified":"2026-10-23"},{"text":"Congestion pricing in London led to a 20% drop in overall traffic in the congestion zone, while commercial vehicle travel volume remained relatively constant, increasing its share of total traffic from 17% to 20%.","ai_generated":true,"unit":"rmi-000800#insight-6","date_modified":"2026-10-23"},{"text":"Low-emission zones (LEZs) encourage the adoption of zero-emissions vehicles, but compliance costs can be high; upgrading from Euro III to Euro IV standards in London cost approximately $4,100, while Euro VI cost approximately $7,000.","ai_generated":true,"unit":"rmi-000800#insight-7","date_modified":"2026-10-23"},{"text":"The Government of India approved an investment of INR 2 lakh crore to develop 34 multimodal logistics parks to act as freight aggregators and distribution hubs.","ai_generated":true,"unit":"rmi-000800#insight-8","date_modified":"2026-10-23"},{"text":"Intelligent Transportation Systems (ITS) can mitigate unpredictable congestion, which causes 60% of all congestion globally, by enabling real-time route optimization.","ai_generated":true,"unit":"rmi-000800#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Urban freight distribution","zero-emissions vehicle","greenhouse gas emissions","air pollution","land-use planning"],"geography_discussed":["Seattle","Delhi","Mumbai","Los Angeles","Rotterdam","Barcelona","Paris","London","Shenzhen","New York City","Chicago"],"frame_perspective":[],"analysis_type":["policy framework","best practices report","performance measurement guide"]},{"id":"rmi-000967","url":"https://climateinsightsdirectory.org/document/rmi-000967","title":"THE ECONOMICS OF ZERO-ENERGY HOMES","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2019","source_url":"https://rmi.org/app/uploads/2018/10/RMI_Economics_of_Zero_Energy_Homes_2018.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that the incremental cost of building ZER homes is modest, averaging 1.8%, while ZE homes average a 7.3% premium. These costs often fall below consumer willingness-to-pay and mortgage-savings thresholds. The analysis identifies heat pumps, LED lighting, and ENERGY STAR appliances as cost-optimal measures and projects that ZE incremental costs will drop to 3.1%–5.5% by 2030 due to declining solar PV costs and efficiency gains. It emphasizes the need for skilled labor training and supportive policy frameworks to accelerate adoption across various US climate zones.","ai_generated":true,"unit":"rmi-000967#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The incremental cost to build zero-energy (ZE) homes is between 6.7% and 8.1%, while zero-energy ready (ZER) homes have a significantly lower incremental cost of 0.9% to 2.5%.","ai_generated":true,"unit":"rmi-000967#insight-1","date_modified":"2026-10-23"},{"text":"ZER homes generally meet the mortgage, resale, and consumer willingness-to-pay (WTP) thresholds in most US markets, and they are close to achieving first-cost parity with code-compliant homes.","ai_generated":true,"unit":"rmi-000967#insight-2","date_modified":"2026-10-23"},{"text":"ZE homes consistently pass the mortgage threshold and are nearing the resale threshold, aided by the federal solar Investment Tax Credit (ITC).","ai_generated":true,"unit":"rmi-000967#insight-3","date_modified":"2026-10-23"},{"text":"Heat pumps are identified as an essential component for ZE and ZER homes, with modern units capable of operating in temperatures as low as -12°F, making them viable even in cold climates like Chicago.","ai_generated":true,"unit":"rmi-000967#insight-4","date_modified":"2026-10-23"},{"text":"The use of ENERGY STAR-certified appliances, LED lighting, and EPA WaterSense-certified fixtures is cost-optimal across all modeled locations and can reduce the required solar PV system size by 1.5 kW to 1.9 kW.","ai_generated":true,"unit":"rmi-000967#insight-5","date_modified":"2026-10-23"},{"text":"Incremental costs for ZE homes are projected to decrease to between 3.1% and 5.5% by 2030, primarily driven by declining solar PV costs and improved equipment efficiency.","ai_generated":true,"unit":"rmi-000967#insight-6","date_modified":"2026-10-23"},{"text":"A shortage of skilled construction labor, particularly for specialty subcontractors, is a significant barrier that increases costs and requires targeted training programs.","ai_generated":true,"unit":"rmi-000967#insight-7","date_modified":"2026-10-23"},{"text":"In cold climates (zones 6 and 7), ZE and ZER homes still meet mortgage and resale thresholds, though they require maximizing south-facing solar capacity and may need supplemental electric resistance heating.","ai_generated":true,"unit":"rmi-000967#insight-8","date_modified":"2026-10-23"},{"text":"The EPA Indoor airPLUS program, required for DOE ZERH certification, adds approximately $1,000 to the incremental cost of a home.","ai_generated":true,"unit":"rmi-000967#insight-9","date_modified":"2026-10-23"}],"climate_tags":["building performance","photovoltaics","heat pump","Building electrification","building envelope","energy modeling","greenhouse gas emissions","energy storage","indoor air quality"],"geography_discussed":["Houston","Atlanta","Baltimore","Chicago","Bozeman","Duluth","California","Arizona"],"frame_perspective":[],"analysis_type":["techno-economic analysis","cost-benefit analysis","policy assessment"]},{"id":"rmi-000563","url":"https://climateinsightsdirectory.org/document/rmi-000563","title":"Cities Designed to Shape and Enable New Mobility","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2018-12-19","source_url":"https://rmi.org/resources/cities-designed-to-shape-and-enable-new-mobility/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"RMI proposes the creation of MOD Cities—modular and modifiable mobility-oriented developments—as collaborative test sites where municipal governments, developers, and the vehicle-service industry can co-innovate. These sites aim to integrate urban design with new mobility services to improve people's health and livelihoods while allowing policymakers to test flexible zoning and land use codes.","ai_generated":true,"unit":"rmi-000563#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"MOD Cities are envisioned as collaborative living test sites involving municipal governments, developers, financiers, the vehicle-service industry, and urban designers to innovate at the intersection of urban design, vehicles, and new mobility services.","ai_generated":true,"unit":"rmi-000563#insight-1","date_modified":"2026-10-23"},{"text":"The MOD Cities framework intends to provide a space for the built environment and vehicle-service industries to develop ground-tested expertise and for policymakers to observe the effects of revising zoning practices and land use codes.","ai_generated":true,"unit":"rmi-000563#insight-2","date_modified":"2026-10-23"}],"climate_tags":["urban design"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["conceptual framework"]},{"id":"rmi-000233","url":"https://climateinsightsdirectory.org/document/rmi-000233","title":"Urban Mobility Lab Pune","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2018-12-07","source_url":"https://rmi.org/resources/urban-mobility-lab-pune/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Urban Mobility Lab in Pune, hosted by the Pune Municipal Corporation and Rocky Mountain Institute in October 2018, served as a collaborative platform for government, industry, and civil society to design integrated mobility solutions. This initiative follows the 'Lighthouse City' concept proposed by NITI Aayog and RMI to create test-beds for transformative mobility in India, aiming to shift the country toward a shared, clean, and people-centric mobility future.","ai_generated":true,"unit":"rmi-000233#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Pune, Maharashtra was designated as India's first 'Lighthouse City' in June 2018, a concept introduced by NITI Aayog and RMI in May 2017 to create geographies that act as test-beds for implementing integrated urban mobility solutions.","ai_generated":true,"unit":"rmi-000233#insight-1","date_modified":"2026-10-23"},{"text":"The Urban Mobility Lab took place from 15–17 October 2018, bringing together leaders from government, industry, and civil society to collaboratively design mobility solutions for implementation in Pune.","ai_generated":true,"unit":"rmi-000233#insight-2","date_modified":"2026-10-23"}],"climate_tags":["urban transport","shared transport"],"geography_discussed":["Maharashtra"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"rmi-001016","url":"https://climateinsightsdirectory.org/document/rmi-001016","title":"MINIGRIDS IN THE MONEY","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2018-12","source_url":"https://rmi.org/app/uploads/2018/12/rmi-seeds-minigrid-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies that the typical LCOE for well-run minigrids is at least $0.60 per kWh, which is too expensive for widespread use. It proposes six cost-reduction pathways—hardware standardization, demand stimulation, customer engagement, clustered project development, low-cost financing, and regulatory reform—to bring the LCOE down to $0.25 per kWh by 2020. The document also provides an investment roadmap to transition from grant funding to commercial debt.","ai_generated":true,"unit":"rmi-001016#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The current levelized cost of energy (LCOE) for a well-run minigrid is at least $0.60 per kWh, making it unaffordable for widespread use without subsidies.","ai_generated":true,"unit":"rmi-001016#insight-1","date_modified":"2026-10-23"},{"text":"Up-front costs account for 60% of the cost of service from minigrids, while ongoing costs make up the remaining 40%.","ai_generated":true,"unit":"rmi-001016#insight-2","date_modified":"2026-10-23"},{"text":"The report identifies a pathway to reduce minigrid LCOE by 60%, targeting a cost of $0.25 per kWh by 2020.","ai_generated":true,"unit":"rmi-001016#insight-3","date_modified":"2026-10-23"},{"text":"Hardware costs can be reduced through the use of standardized 'minigrid-in-a-box' designs, bulk purchasing, and leveraging global cost declines in solar PV and inverters.","ai_generated":true,"unit":"rmi-001016#insight-4","date_modified":"2026-10-23"},{"text":"Underutilization of power is a major cost driver; LCOE can be lowered by $0.08 per kWh by locating minigrids near 'anchor' loads like grain mills and stimulating productive use of energy.","ai_generated":true,"unit":"rmi-001016#insight-5","date_modified":"2026-10-23"},{"text":"Building minigrids in closely spaced clusters rather than isolated sites can reduce overhead costs by up to 60% and overall power costs by $0.05 per kWh.","ai_generated":true,"unit":"rmi-001016#insight-6","date_modified":"2026-10-23"},{"text":"High commercial debt rates in sub-Saharan Africa, typically 15% to 20%, hinder scaling; reducing the cost of capital by 4% could save $0.03 per kWh.","ai_generated":true,"unit":"rmi-001016#insight-7","date_modified":"2026-10-23"},{"text":"Regulatory barriers, including customs duties and VAT, can add nearly 50% to total hardware costs; supportive policies could reduce LCOE by $0.03 per kWh.","ai_generated":true,"unit":"rmi-001016#insight-8","date_modified":"2026-10-23"},{"text":"An investment roadmap is proposed to transition minigrid funding from grants ($3–$10M for 3–10 projects) to impact investors, venture capital, and eventually private equity and commercial debt.","ai_generated":true,"unit":"rmi-001016#insight-9","date_modified":"2026-10-23"}],"climate_tags":["photovoltaics","Mini-grids","rural electrification","Levelized cost of energy","climate finance","energy access","energy policy","battery energy storage system","distributed generation"],"geography_discussed":["Nigeria","Kenya","Sierra Leone","India","Rwanda","Uganda","Ethiopia","Benin"],"frame_perspective":[],"analysis_type":["economic analysis","policy assessment","financial modeling"]},{"id":"rmi-000275","url":"https://climateinsightsdirectory.org/document/rmi-000275","title":"Under the Grid","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2018-11-19","source_url":"https://rmi.org/resources/under-the-grid/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report introduces 'undergrid minigrids' as a solution for communities in sub-Saharan Africa that are within distribution company territories but remain underserved due to unreliable or nonexistent power. It outlines a five-step implementation pathway—awareness, business model development, pilot projects, market scaling, and benefit evaluation—to improve economics and reliability for customers, distribution companies, and developers, with a primary focus on Nigeria.","ai_generated":true,"unit":"rmi-000275#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Many communities in sub-Saharan Africa are 'undergrid,' meaning they are located within the territory of a distribution company (DisCo) but suffer from low-quality, inconsistent, or completely absent electricity service.","ai_generated":true,"unit":"rmi-000275#insight-1","date_modified":"2026-10-23"},{"text":"The report proposes 'undergrid minigrids'—systems that integrate distributed energy resources and existing distribution infrastructure—as a means to better serve these underserved populations.","ai_generated":true,"unit":"rmi-000275#insight-2","date_modified":"2026-10-23"},{"text":"The proposed pathway for deploying undergrid minigrids consists of five stages: promoting awareness, developing business models, implementing pilots, enabling market growth and scaling, and evaluating benefits.","ai_generated":true,"unit":"rmi-000275#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Mini-grids","distributed generation","rural electrification","electricity distribution"],"geography_discussed":["sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["policy proposal","strategic framework"]},{"id":"rmi-000798","url":"https://climateinsightsdirectory.org/document/rmi-000798","title":"INTRODUCTION TO THE VIRTUAL POWER PURCHASE AGREEMENT","publisher":{"name":"RMI","organization":"rmi"},"document_type":"guide","language":"en","date_published":"2018-11","source_url":"https://rmi.org/app/uploads/2018/12/rmi-brc-intro-vppa.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document defines the virtual power purchase agreement (VPPA) as a purely financial transaction where a corporate buyer guarantees a fixed price for renewable energy generation in exchange for renewable energy certificates (RECs) and a floating market price. Unlike physical PPAs, VPPAs do not involve the buyer taking ownership of physical electrons, allowing companies with distributed loads or those in regulated markets to meet sustainability goals without changing their retail utility relationship. The guide highlights that VPPAs are the fastest-growing transaction structure in the US corporate renewable energy market because they are scalable and accessible to buyers without energy trading expertise.","ai_generated":true,"unit":"rmi-000798#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Virtual PPAs differ from physical PPAs in that the buyer does not own the electricity produced; instead, the VPPA is a financial swap of a fixed-price cash flow for a variable-priced cash flow and renewable energy certificates (RECs).","ai_generated":true,"unit":"rmi-000798#insight-1","date_modified":"2026-10-23"},{"text":"VPPAs have become the fastest-growing transaction structure for corporate renewable energy in the US, enabling smaller companies and those lacking energy trading expertise to achieve sustainability goals efficiently.","ai_generated":true,"unit":"rmi-000798#insight-2","date_modified":"2026-10-23"},{"text":"A VPPA functions as a 'contract for differences' where the buyer pays a fixed price to the developer and receives the floating market price from the sale of the electricity into a deregulated wholesale market, along with the associated RECs.","ai_generated":true,"unit":"rmi-000798#insight-3","date_modified":"2026-10-23"},{"text":"The financial risk for the buyer in a VPPA is influenced by where the contract is 'settled'—either at a 'node' (a specific pricing point on the grid) or a 'hub' (a virtual aggregation of nodes), which affects the volatility of the market price.","ai_generated":true,"unit":"rmi-000798#insight-4","date_modified":"2026-10-23"}],"climate_tags":["wind power","solar energy"],"geography_discussed":["New York","Texas"],"frame_perspective":[],"analysis_type":["guide"]},{"id":"rmi-001000","url":"https://climateinsightsdirectory.org/document/rmi-001000","title":"Solving the Global Cooling Challenge","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2018-11","source_url":"https://rmi.org/app/uploads/2018/11/Global_Cooling_Challenge_Report_2018.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report warns that room air conditioner (RAC) stock could grow from 1.2 billion to 4.5 billion units by 2050, potentially increasing global temperatures by 0.5°C by 2100. It argues that conventional efficiency improvements and the Kigali Amendment are insufficient to offset this growth. The authors propose a '5X solution'—technology with five times less climate impact than current standards—which could prevent 100 gigatons of CO2e emissions by 2050 and save US$1.4 trillion in power generation capital costs.","ai_generated":true,"unit":"rmi-001000#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global room air conditioner (RAC) stock is projected to increase from 1.2 billion units today to 4.5 billion units by 2050, with developing countries experiencing a five-fold increase in demand.","ai_generated":true,"unit":"rmi-001000#insight-1","date_modified":"2026-10-23"},{"text":"The growth of RACs poses a significant risk to global temperature goals, with the potential to cause an increase of over 0.5°C in global surface temperatures by 2100.","ai_generated":true,"unit":"rmi-001000#insight-2","date_modified":"2026-10-23"},{"text":"Under a business-as-usual Reference Scenario, global electricity consumption for RACs is projected to rise from 2,300 terawatt hours (TWh) in 2016 to 7,700 TWh in 2050.","ai_generated":true,"unit":"rmi-001000#insight-3","date_modified":"2026-10-23"},{"text":"Meeting the peak demand from RAC growth by 2050 would require 2,000 gigawatts (GW) of new generation capacity, representing an estimated US$1.2 trillion in capital spending.","ai_generated":true,"unit":"rmi-001000#insight-4","date_modified":"2026-10-23"},{"text":"Cumulative emissions from RACs are estimated at 132 gigatons by 2050 in the Reference Scenario, and up to 167 gigatons if the grid emission factor remains constant.","ai_generated":true,"unit":"rmi-001000#insight-5","date_modified":"2026-10-23"},{"text":"The Kigali Amendment is expected to reduce cumulative CO2e emissions by 23 gigatons by 2050, but it primarily addresses direct refrigerant emissions rather than the larger indirect emissions from electricity.","ai_generated":true,"unit":"rmi-001000#insight-6","date_modified":"2026-10-23"},{"text":"Conventional strategies, including building codes and incremental efficiency gains, are insufficient, providing only about 40 gigatons of emission reductions by 2050, which is roughly half of the 75 gigatons needed to neutralize RAC growth impacts.","ai_generated":true,"unit":"rmi-001000#insight-7","date_modified":"2026-10-23"},{"text":"The proposed '5X solution'—technology with five times less climate impact than current standards—could prevent up to 100 gigatons of CO2e emissions by 2050 and mitigate up to 0.5°C of global warming by 2100.","ai_generated":true,"unit":"rmi-001000#insight-8","date_modified":"2026-10-23"},{"text":"Adopting the 5X solution could eliminate the need for 2,000 GW of new power generation capacity, saving approximately US$1.4 trillion in capital investments.","ai_generated":true,"unit":"rmi-001000#insight-9","date_modified":"2026-10-23"},{"text":"A 5X efficiency level is technically achievable by combining vapor compression enhancements, free cooling, advanced dehumidification, and solar PV integration with low-GWP refrigerants.","ai_generated":true,"unit":"rmi-001000#insight-10","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","climate finance","refrigerant","hydrofluorocarbon","Paris Agreement","electric energy consumption"],"geography_discussed":["India","People's Republic of China","Indonesia","Brazil","Mexico","United States","European Union","Japan","South Korea","Africa"],"frame_perspective":[],"analysis_type":["quantitative projection","scenario analysis","policy assessment"]},{"id":"rmi-000514","url":"https://climateinsightsdirectory.org/document/rmi-000514","title":"Heavy Industry Goes Renewable","publisher":{"name":"RMI","organization":"rmi"},"document_type":"case study","language":"en","date_published":"2018-10-03","source_url":"https://rmi.org/resources/heavy-industry-goes-renewable/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In August 2017, Cummins signed a 15-year virtual power purchase agreement (VPPA) with EDP Renewables (EDPR) North America for 75 megawatts (MW) of wind capacity to expand the Meadow Lake Wind Farm in Northwest Indiana. The deal is designed to avoid 165,000 tCO2e per year starting January 1, 2019, representing a significant scale-up from Cummins' existing 8 MW of solar capacity. To secure internal buy-in, Cummins utilized Monte Carlo simulations on historical price data to assess financial risk and validated the deal's value through the Business Renewables Center and Schneider Electric. The project emphasizes 'additionality' by adding new capacity to the grid and focuses on local community benefits in Benton and White Counties, Indiana.","ai_generated":true,"unit":"rmi-000514#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Cummins signed a 15-year virtual power purchase agreement (VPPA) in August 2017 for 75 MW of wind capacity, which is significantly more scalable than on-site options; the company calculated that achieving the same energy volume via on-site solar would require one square mile of panels costing approximately $380 million.","ai_generated":true,"unit":"rmi-000514#insight-1","date_modified":"2026-10-23"},{"text":"The VPPA will expand an existing 600 MW wind farm in Northwest Indiana by 75 MW, producing electricity that covers about 50 percent of Cummins' US usage and 28 percent of its global usage, while avoiding 165,000 tCO2e annually starting around January 1, 2019.","ai_generated":true,"unit":"rmi-000514#insight-2","date_modified":"2026-10-23"},{"text":"To overcome internal skepticism regarding energy price projections and financial risk, Cummins employed Monte Carlo simulations on historical price data and engaged external advisors, including Schneider Electric and the Business Renewables Center, to validate the investment's value.","ai_generated":true,"unit":"rmi-000514#insight-3","date_modified":"2026-10-23"},{"text":"The project, located in Benton and White Counties, focuses on community benefit and environmental stewardship, with EDPR working with the US Fish and Wildlife Service on a habitat conservation plan.","ai_generated":true,"unit":"rmi-000514#insight-4","date_modified":"2026-10-23"}],"climate_tags":["wind power","greenhouse gas emissions reduction","solar energy","energy efficiency","carbon footprint"],"geography_discussed":["Benton County","White County","United States"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"rmi-000092","url":"https://climateinsightsdirectory.org/document/rmi-000092","title":"How a Loading Zone Can Facilitate Personal Mobility Services and Promote Safety","publisher":{"name":"RMI","organization":"rmi"},"document_type":"case study","language":"en","date_published":"2018-10-01","source_url":"https://rmi.org/resources/personal-mobility-and-safety/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"RMI and the Austin Transportation Department conducted a 45-day pilot at West 6th Street and Nueces Street, converting four parking spaces into a loading zone to facilitate ride-hailing services and reduce personal vehicle use. The pilot demonstrated that designated loading zones improve pedestrian safety by reducing the need for passengers to board or exit vehicles in travel lanes. However, the study identified challenges in user awareness, the need for better signage, and the potential for 'evening loading zones' to balance mobility needs with parking revenue.","ai_generated":true,"unit":"rmi-000092#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The loading zone improved safety by providing a designated curbside area for pick-ups and drop-offs, contrasting with the dangerous practice of passengers boarding or exiting in the middle of travel lanes.","ai_generated":true,"unit":"rmi-000092#insight-1","date_modified":"2026-10-23"},{"text":"Converting metered parking to a loading zone successfully shifted the duration of curb sessions from long-term parking (over 30 minutes) to short-term loading (under 5 minutes).","ai_generated":true,"unit":"rmi-000092#insight-2","date_modified":"2026-10-23"},{"text":"Low user awareness hindered the pilot's effectiveness, with 76% of end-of-demonstration survey respondents unaware of the zone's existence due to limited signage and the covering of a nearby pay station.","ai_generated":true,"unit":"rmi-000092#insight-3","date_modified":"2026-10-23"},{"text":"The study suggests that 'evening loading zones'—where parking spaces are designated as loading zones only during peak evening hours—could increase ride-hail usage while preserving city parking revenue.","ai_generated":true,"unit":"rmi-000092#insight-4","date_modified":"2026-10-23"}],"climate_tags":["urban design","greenhouse gas emissions","public health"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["case study","pilot program evaluation"]},{"id":"rmi-000797","url":"https://climateinsightsdirectory.org/document/rmi-000797","title":"STATE OF THE MARKET 2018 : CORPORATE RENEWABLE PROCUREMENT IN CHINA","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2018-10","source_url":"https://rmi.org/app/uploads/2018/12/rmi-brc-china-state-of-the-market-2018.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the evolving landscape of corporate renewable energy procurement in China, highlighting a shift from government-led feed-in-tariffs (FiT) toward a Renewable Portfolio Standard (RPS) and a national Renewable Energy Certificate (REC) market. While on-site solar and direct investments are currently the most viable paths for corporations, the report notes that large-scale transaction mechanisms remain limited and dependent on provincial-level implementation. It identifies key drivers for corporate adoption, such as supply chain sustainability and market leadership, and details the barriers to interprovincial and intraprovincial direct power purchase agreements.","ai_generated":true,"unit":"rmi-000797#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"China is transitioning its renewable energy support from a feed-in-tariff (FiT) system to a Renewable Portfolio Standard (RPS), with the goal of reaching grid parity. This shift includes reducing FiT levels and limiting new projects to encourage more efficient technology.","ai_generated":true,"unit":"rmi-000797#insight-1","date_modified":"2026-10-23"},{"text":"A national Renewable Energy Certificate (REC) market is being established to track RPS compliance and enable more active market transactions for renewable energy across all provinces.","ai_generated":true,"unit":"rmi-000797#insight-2","date_modified":"2026-10-23"},{"text":"Corporate procurement of renewable energy is primarily driven by on-site installations, though motivations include a desire to be a market leader and the need to support sustainable supply chains.","ai_generated":true,"unit":"rmi-000797#insight-3","date_modified":"2026-10-23"},{"text":"Several procurement mechanisms are currently available, but their scalability varies. Green Electricity Certificates (GECs) are easy to access but expensive; direct investment is available but requires significant capital; and on-site solar is common but limited by a 10 GW national quota reached in 2018.","ai_generated":true,"unit":"rmi-000797#insight-4","date_modified":"2026-10-23"},{"text":"Direct power purchase agreements (DPP) are limited by geography. Intraprovincial deals occur mainly in provinces with high curtailment or rich hydro resources, while the first interprovincial transaction occurred in January 2018 between a company in Shandong and a developer in Shanxi.","ai_generated":true,"unit":"rmi-000797#insight-5","date_modified":"2026-10-23"},{"text":"National wind curtailment rates improved from 17% in 2016 to 12% in 2017, aided by better system operations, a spot market for curtailed energy, and a piloted ancillary market.","ai_generated":true,"unit":"rmi-000797#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","feed-in tariff","Renewable portfolio standard"],"geography_discussed":["Shandong","Shanxi","Fujian","Xinjiang","Gansu"],"frame_perspective":[],"analysis_type":["market assessment","policy analysis"]},{"id":"rmi-001104","url":"https://climateinsightsdirectory.org/document/rmi-001104","title":"CLOSING THE CIRCUIT","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2018-10","source_url":"https://rmi.org/app/uploads/2018/10/SEED-Demand-Stimulation-Report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights that rural electrification often fails when supply is expanded without addressing the barriers to end-use demand, such as high equipment costs and lack of financing. It provides evidence from historical US programs and modern sub-Saharan African minigrids to show that stimulating productive use improves system capacity utilization and financial viability. The authors recommend that development partners implement financing mechanisms, support the private sector in equipment sales, and update national policies to include end-use targets.","ai_generated":true,"unit":"rmi-001104#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Electrification programs in developing nations disproportionately prioritize supply over demand; for instance, World Bank energy access investments from 2000 to 2008 allocated nearly half of funds to supply expansion but only 0.7% to productive use.","ai_generated":true,"unit":"rmi-001104#insight-1","date_modified":"2026-10-23"},{"text":"Stimulating end-use demand is critical for the financial sustainability of electricity systems because it increases capacity utilization, which lowers per-unit energy costs, improves cost recovery, and reduces the need for subsidies.","ai_generated":true,"unit":"rmi-001104#insight-2","date_modified":"2026-10-23"},{"text":"Failure to stimulate demand can lead to a 'downward spiral' where low capacity utilization forces developers to raise tariffs to recover costs, which in turn causes more customers to disconnect.","ai_generated":true,"unit":"rmi-001104#insight-3","date_modified":"2026-10-23"},{"text":"Significant barriers prevent rural end users in sub-Saharan Africa from adopting electricity-powered equipment, including high upfront costs (irrigation pumps can cost 13% to over 300% of average annual farming income), lack of credit histories, and high micro-finance interest rates (28%–35% from 2004 to 2011).","ai_generated":true,"unit":"rmi-001104#insight-4","date_modified":"2026-10-23"},{"text":"High electricity tariffs in sub-Saharan Africa further discourage productive use; minigrid costs can exceed $0.50/kWh, and the threshold for unaffordability is generally 6% of a household's income.","ai_generated":true,"unit":"rmi-001104#insight-5","date_modified":"2026-10-23"},{"text":"The use of energy-efficient and 'soft-start' motors can lower system costs by reducing peak load and allowing for smaller, less expensive installed capacities.","ai_generated":true,"unit":"rmi-001104#insight-6","date_modified":"2026-10-23"},{"text":"To ensure sustainable electrification, national strategies should move beyond measuring success by the number of connections or megawatts installed and instead include indicators such as disaggregated consumption per capita and service levels.","ai_generated":true,"unit":"rmi-001104#insight-7","date_modified":"2026-10-23"}],"climate_tags":["rural electrification","Mini-grids","energy access","climate finance","energy efficiency","solar energy","hydroelectricity"],"geography_discussed":["United States","Tanzania","Uganda","Sierra Leone","Kenya","India"],"frame_perspective":[],"analysis_type":["policy analysis","case study","economic assessment"]},{"id":"rmi-000307","url":"https://climateinsightsdirectory.org/document/rmi-000307","title":"Best Practices for Achieving Zero Over Time for Building Portfolios","publisher":{"name":"RMI","organization":"rmi"},"document_type":"guide","language":"en","date_published":"2018-09-12","source_url":"https://rmi.org/resources/zero-over-time-for-building-portfolios/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Existing commercial buildings in the United States account for 36% of electricity consumption and over $190 billion in annual energy costs. Globally, the current energy retrofit rate of approximately 1% per year is insufficient to meet the 3.2% annual rate required to limit global warming to two degrees Celsius by 2040. The Zero Over Time (ZOT) approach is proposed to help managers synchronize energy efficiency and renewable energy projects with building life-cycle events.","ai_generated":true,"unit":"rmi-000307#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Commercial buildings in the United States consume 36% of the country's total electricity and incur annual energy costs exceeding $190 billion.","ai_generated":true,"unit":"rmi-000307#insight-1","date_modified":"2026-10-23"},{"text":"To meet the two degree Celsius increase target by 2040 established at COP21, the global annual rate of energy retrofits for existing buildings must increase from approximately 1% to around 3.2%.","ai_generated":true,"unit":"rmi-000307#insight-2","date_modified":"2026-10-23"},{"text":"The Zero Over Time (ZOT) approach enables portfolio managers to coordinate investments in energy storage, renewable energy, and deep energy efficiency with specific life-cycle event triggers.","ai_generated":true,"unit":"rmi-000307#insight-3","date_modified":"2026-10-23"}],"climate_tags":["commercial building","energy efficiency","renewable energy","energy storage","Deep energy retrofit"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["policy guide"]}]}