{"query_echo":{"q":"","filters":{"analysis_type":["energy assessment"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'energy assessment' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":4,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=energy+assessment","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-000942","url":"https://climateinsightsdirectory.org/document/rmi-000942","title":"Energy Retrofit Guide for Caribbean Hospitals","publisher":{"name":"RMI","organization":"rmi"},"document_type":"guide","language":"en","date_published":"2015-08","source_url":"https://rmi.org/app/uploads/2017/05/RMI_Document_Repository_Public-Reprts_RMI_2015_CaribbeanHospitalRetrofitGuide.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Energy Retrofit Guide for Caribbean Hospitals outlines a three-step process—Find, Finance, and Follow-through—to help healthcare facilities reduce energy consumption. It highlights the high cost of electricity in the Caribbean (averaging $0.38/kWh) as a primary driver for deep energy retrofits, which can reduce energy costs by over 50%. The guide introduces a free online tool for benchmarking and identifying energy efficiency measures (EEMs), and provides a framework for securing financing and managing the technical implementation of retrofit projects.","ai_generated":true,"unit":"rmi-000942#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Energy costs in the Caribbean are significantly higher than in other regions, with an average cost of $0.38 per kilowatt-hour compared to approximately $0.12 in the United States.","ai_generated":true,"unit":"rmi-000942#insight-1","date_modified":"2026-10-23"},{"text":"Deep energy retrofits are defined as whole-building processes that can achieve energy cost savings exceeding 50%, which is substantially more than individual efficiency retrofits.","ai_generated":true,"unit":"rmi-000942#insight-2","date_modified":"2026-10-23"},{"text":"The guide proposes a three-step implementation process: 'Find' (identifying opportunities via benchmarking and audits), 'Finance' (securing capital through various funding sources), and 'Follow-through' (designing and installing measures with qualified professionals).","ai_generated":true,"unit":"rmi-000942#insight-3","date_modified":"2026-10-23"},{"text":"Analysis of 118 healthcare facilities across more than 20 Caribbean islands revealed an average facility age of over 40 years and an average energy use intensity (EUI) of approximately 156 kWh/m2-year.","ai_generated":true,"unit":"rmi-000942#insight-4","date_modified":"2026-10-23"},{"text":"Financial viability is demonstrated by specific examples, such as a hospital that recouped a $25,000 investment in high-efficiency variable speed drives for water pumps within two years.","ai_generated":true,"unit":"rmi-000942#insight-5","date_modified":"2026-10-23"},{"text":"Potential funding sources for retrofits include owner-financing, third-party options (commercial banks, institutional investors, philanthropy), and various international development funds such as the World Bank, USAID, and the European Union.","ai_generated":true,"unit":"rmi-000942#insight-6","date_modified":"2026-10-23"},{"text":"The guide identifies several categories of energy efficiency measures (EEMs), including building envelope improvements (e.g., reflective roof coverings), lighting upgrades (e.g., LED installation), and HVAC optimizations (e.g., variable speed drives on pumps).","ai_generated":true,"unit":"rmi-000942#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Deep energy retrofit","energy efficiency","climate resilience","renewable energy","climate finance","building envelope","heating, ventilation, and air conditioning"],"geography_discussed":["Aruba","Grenada","Barbados","Columbia"],"frame_perspective":[],"analysis_type":["technical guide","financial framework","energy assessment"]},{"id":"rmi-000911","url":"https://climateinsightsdirectory.org/document/rmi-000911","title":"KITCHEN APPLIANCES","publisher":{"name":"RMI","organization":"rmi"},"document_type":"briefing","language":"en","date_published":"2004","source_url":"https://rmi.org/app/uploads/2017/05/RMI_Document_Repository_Public-Reprts_HEB8KitchenApps.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document outlines strategies for reducing the energy footprint of the kitchen, focusing on the life cycle of food and the efficiency of appliances. It highlights that refrigerator energy use has dropped over 60 percent in twenty years due to technology and standards, though older models remain costly. For cooking, it argues that habits are more impactful than technology, recommending smaller appliances like microwaves and toaster ovens over conventional ovens. It also emphasizes the environmental benefits of buying local, organic food and implementing composting and recycling to reduce the millions of tons of food and packaging waste entering U.S. landfills.","ai_generated":true,"unit":"rmi-000911#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Food procurement choices significantly impact energy and emissions; locally sourced foods require four to seventeen times less fuel for transport and produce four to seventeen times less carbon dioxide than nationally distributed foods, while imported foods use four times the energy and cause four times the carbon dioxide emissions of domestic foods.","ai_generated":true,"unit":"rmi-000911#insight-1","date_modified":"2026-10-23"},{"text":"Refrigerator efficiency has improved by over 60 percent over the last twenty years, but models from before 1993 can cost up to $140 per year in electricity, and those from 1993 to 2001 may cost $60 per year.","ai_generated":true,"unit":"rmi-000911#insight-2","date_modified":"2026-10-23"},{"text":"Specific refrigerator features and types affect energy consumption: side-by-side models use about 10 percent more energy than freezer-on-top models, automatic icemakers increase use by 10 to 20 percent, and chest freezers are 10–25 percent more efficient than upright models.","ai_generated":true,"unit":"rmi-000911#insight-3","date_modified":"2026-10-23"},{"text":"Cooking habits offer greater energy saving potential than technology, as some individuals use 50 percent more energy than others to prepare the same meal.","ai_generated":true,"unit":"rmi-000911#insight-4","date_modified":"2026-10-23"},{"text":"Gas cooking appliances are more energy-efficient than electric ones because fuel is delivered and used directly; those with electric ignition instead of pilot lights cost less than half as much to operate.","ai_generated":true,"unit":"rmi-000911#insight-5","date_modified":"2026-10-23"},{"text":"Alternative cooking methods can drastically reduce energy use: pressure cookers can cut energy use by 50–75 percent, and microwave ovens use up to two-thirds less electricity than conventional electric ovens.","ai_generated":true,"unit":"rmi-000911#insight-6","date_modified":"2026-10-23"},{"text":"U.S. landfills receive significant amounts of food-related waste, with food scraps accounting for 26 million tons in 2001 and food packaging (glass and plastic) accounting for 38 million tons.","ai_generated":true,"unit":"rmi-000911#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","food waste","carbon dioxide emissions","recycling"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["consumer guidance","energy assessment"]},{"id":"seforall-000203","url":"https://climateinsightsdirectory.org/document/seforall-000203","title":"EFFICIENCY OPPORTUNITIES IN THAILAND’S DAIRY COLD CHAIN","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.seforall.org/system/files/2025-11/SEforALL_Dairy-Cold-Chain-in-Thailand.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies significant energy efficiency opportunities in Thailand's dairy cold chain, particularly in pasteurised milk processing, where best practices could save up to 30% of energy. It highlights that refrigerated transport consumes over 19 million litres of diesel annually and suggests transitioning to electric trucks and optimising load weights. Additionally, ice-making for non-refrigerated distribution presents a 37% energy saving potential. While some facilities have adopted solar PV, the report notes that cold chain data remains fragmented, hindering systematic planning and monitoring.","ai_generated":true,"unit":"seforall-000203#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Pasteurised milk processing in Thailand has the potential to achieve energy savings of up to 30% through the adoption of best practices and the integration of renewable energy.","ai_generated":true,"unit":"seforall-000203#insight-1","date_modified":"2026-10-23"},{"text":"Refrigerated transport for the dairy sector is highly energy-intensive, consuming more than 19 million litres of diesel annually, with opportunities for improvement through electrification and the optimisation of the goods-to-load weight ratio.","ai_generated":true,"unit":"seforall-000203#insight-2","date_modified":"2026-10-23"},{"text":"The use of ice-making for non-refrigerated distribution of pasteurised milk could be improved by 37% through energy efficiency practices, or further reduced by switching to refrigerated vehicles.","ai_generated":true,"unit":"seforall-000203#insight-3","date_modified":"2026-10-23"},{"text":"While some dairy processing plants have implemented rooftop and floating solar PV systems, energy efficiency measures are not yet systematically applied across the sector.","ai_generated":true,"unit":"seforall-000203#insight-4","date_modified":"2026-10-23"},{"text":"Data regarding cold chain operations in Thailand is fragmented and lacks a central database, which limits the ability to perform effective monitoring and planning.","ai_generated":true,"unit":"seforall-000203#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy efficiency","photovoltaics","greenhouse gas emissions"],"geography_discussed":["Samut Prakan","Chon Buri","Phra Nakhon Si Ayutthaya"],"frame_perspective":[],"analysis_type":["energy assessment","technical review"]},{"id":"wri-000517","url":"https://climateinsightsdirectory.org/document/wri-000517","title":"Sludge to Energy: An Environment-Energy-Economic Assessment of Methane Capture from Sludge in Xiangyang City, Hubei Province","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/sludge-energy-environment-energy-economic-assessment-methane-capture-sludge-xiangyang-city","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The World Resources Institute (WRI) evaluated a sludge-to-energy project in Xiangyang City, China, which utilizes high-temperature thermal hydrolysis and anaerobic digestion. The project achieves significant environmental gains, including the recovery of 96% of nitrogen and 99% of phosphorous, and the reduction of greenhouse gas emissions by 95% to 98% compared to landfilling and incineration. Over a 21-year period, the project is expected to produce 45.4 million m3 of natural gas, replacing 60,000 m3 of gasoline and further reducing CO2e emissions by 140,000 metric tons. Economically, the project's success is attributed to a 'government-bank-enterprise' partnership involving the municipal government, KfW Bankengruppe of Germany, and the Export-Import Bank of China, alongside a market-oriented design focusing on the sale of compressed natural gas (CNG) and biochar.","ai_generated":true,"unit":"wri-000517#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project delivers substantial environmental benefits through nutrient recovery and greenhouse gas (GHG) mitigation. Specifically, 96% of nitrogen and 99% of phosphorous are recovered via struvite sediments. Over a 21-year operational period, the co-digestion of 2.3 million metric tons of sludge and kitchen waste will emit only 13,000 metric tons of CO2e, representing a reduction of 95% to 98% compared to landfill and incineration. Additionally, the use of produced biochar for 4.54 million saplings is expected to sequester 15.75 million metric tons of CO2e.","ai_generated":true,"unit":"wri-000517#insight-1","date_modified":"2026-10-23"},{"text":"The project generates renewable energy by producing 45.4 million m3 of natural gas (NG) over 21 years. This gas can be converted into compressed natural gas (CNG), which is estimated to replace 60,000 m3 of gasoline and reduce CO2e emissions by an additional 140,000 metric tons.","ai_generated":true,"unit":"wri-000517#insight-2","date_modified":"2026-10-23"},{"text":"Economic viability was secured through a 'government-bank-enterprise' partnership and a public-private partnership (PPP) using a build-operate-own (BOO) arrangement. Financial support was provided by the municipal government, the Export-Import Bank of China, and Germany's KfW Bankengruppe via low-interest loans. The project's sustainability is further supported by a market-oriented design that ensures a flow of capital through the sale of recovered products, specifically CNG and biochar.","ai_generated":true,"unit":"wri-000517#insight-3","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions reduction","biochar","compressed natural gas","renewable energy","circular economy","public–private partnership","climate finance"],"geography_discussed":["Germany"],"frame_perspective":[],"analysis_type":["environmental assessment","economic assessment","energy assessment"]}]}