{"id":"W3113557157","doi":"10.18280/mmep.070408","title":"Feasibility Study of Grid-Connected PV System for Peak Demand Reduction of a Residential Building in Tehran, Iran","year":2020,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fossil fuel; Renewable energy; Grid; Photovoltaic system; Environmental economics; Automotive engineering; Capital cost; Battery (electricity); Environmental science; Energy storage; Computer science; Reliability engineering; Engineering; Electrical engineering; Economics; Power (physics); Waste management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005776632,0.0004526385,0.0004471869,0.0003683761,0.0005376657,0.0007599294,0.0007670373,0.0004844317,0.002526702],"category_scores_gemma":[0.0005189565,0.0002575299,0.0006143416,0.0002887867,0.0002581147,0.0005709523,0.0003278189,0.0004002284,0.0002415506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008440173,"about_ca_system_score_gemma":0.0008558693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009998342,"about_ca_topic_score_gemma":0.0129705,"domain_scores_codex":[0.9997219,0.0001078702,0.0000100149,0.00003021645,0.00007961065,0.00005028278],"domain_scores_gemma":[0.9996235,0.0001633174,0.00003173161,0.00001757192,0.0001327567,0.00003109458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001364266,0.001469156,0.02962984,0.0007491767,0.0001713469,0.004355156,0.000518964,0.8802488,0.04545043,0.004411501,0.003552926,0.02807842],"study_design_scores_gemma":[0.0001737814,0.001690228,0.02298415,0.00002408497,0.0001269347,0.0002908447,0.001416221,0.9576509,0.01257315,0.00134428,0.001693943,0.00003151047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887227,0.00008266437,0.004498984,0.0001824329,0.00001706364,0.00009273955,0.0001499044,0.00006517611,0.006188215],"genre_scores_gemma":[0.9986457,0.00003097666,0.0008110433,0.000004903467,0.000001884767,0.000009465248,0.00003731683,0.000003430227,0.0004552206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009998342,"threshold_uncertainty_score":0.01988029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276391316363128,"score_gpt":0.2256273021917727,"score_spread":0.1828633890281414,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}