Searcharxiv⌕ Search

arXiv · 2610.40650

When Does Storage Complement Solar? Investment and Cost Recovery under Advanced Net Metering

Abstract

We examine the joint PV and storage operational and investment decisions of a prosumer under net energy metering (NEM) and peak/off-peak tariffs. Legacy NEM compensates net exports at the retail rate over a netting period, typically under time-invariant pricing. To better reflect system costs, tariff features are being reconsidered, with many U.S. states adopting time-varying prices and export compensation below the retail price. We formulate the prosumer decision problem as a cost minimization problem with charge/discharge, PV investment, and storage investment decisions. We analytically derive the optimal decisions based on the tariff's membership in one of six regions that partition the tariff space. Using these solutions, we examine the relationship between PV and storage, identifying when they are complements or substitutes. Furthermore, we identify the relationship between private DER incentives and the distribution utility's (DU's) net cost of serving the prosumer. For both storage and PV, when investment costs are greater than the costs of serving the customer, there is no tariff where investment in PV and storage decrease non-adopter bills. Under the same conditions, complementarity between PV and storage decreases DU cost recovery for a given tariff. In a Massachusetts-based case study, we validate our theoretical findings by connecting tariff design features to DER interaction, the DU's net cost, and DER adoption in a stochastic, multi-prosumer, and multi-period setting.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Nathan Engelman Lado, Ahmed Alahmed, Audun Botterud, Saurabh Amin. 2026-10-29. When Does Storage Complement Solar? Investment and Cost Recovery under Advanced Net Metering. https://arxiv.org/abs/2610.40650

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related papers

The Costs of Early-career Disciplinary Pivots: Evidence from Ph.D. Admissions

Science often advances when researchers pivot from one discipline to another and import new ideas. However, for established researchers, such pivots are associated with fewer publications and citations. Here, we investigate pivoting at the beginning of a research career--doctoral admissions--when the benefits of importing ideas might outweigh the switching costs. Analyzing 171,347 PhD applications at a large research university from 2013 to 2023, we measured the semantic distance between each applicant's prior degree and target program. Applicants who pivot further had lower undergraduate grades and, controlling for academic and demographic predictors, lower admission chances: the average pivot corresponds to a 5.3% lower admission probability (0.80 percentage points). Among enrollees, the average pivoter takes longer to graduate than non-pivoters, with a 10.7% lower graduation hazard, and similar publication and citation counts on average and at the tails. Our results suggest that pivoting at the outset of research careers, even if it benefits research communities, comes with significant costs to individuals.

econ.GN↗

How Firms Export: An Assignment Theory of Export Organization

This paper develops a model in which direct exporters, indirect exporters, pure intermediaries, and hybrid exporters emerge endogenously from the assignment of products to export platforms. Firms differ in manufacturing and commercial capabilities. Manufacturing capability determines a product's potential profitability, while commercial capability determines how effectively a platform can sell it abroad. Manufacturing activation and product assignments are jointly determined, subject to fixed manufacturing costs, contracting frictions, and increasing organizational costs. Complementarity between manufacturing and commercial capabilities generates positive assortative matching, while organizational diseconomies shape platform scope. Equilibrium allocations can feature manufacturers exporting through their own platforms or those of other firms, specialized intermediaries exporting products they do not manufacture, and hybrid firms exporting their own products alongside those manufactured by other firms. The model characterizes how contracting costs, foreign-market attractiveness, and organizational diseconomies affect equilibrium assignments.

econ.GN↗

The missing price feedback: Why studies overstate local grid peaks from synchronized home batteries under real-time pricing

Existing studies consistently find that home batteries optimized against real-time electricity prices create new load peaks in local distribution grids. This is because all assets respond to the same price signal in sync. However, most of these studies are simulations, and they all treat wholesale prices as exogenous, i.e., unaffected by the battery dispatch. This paper argues that assuming prices to be non-responsive biases the result: in reality, charging in low-price hours raises the wholesale price, which dampens the incentive to charge. In equilibrium, charging is spread out across hours. I test this by simulating households with rooftop solar and home batteries under a spot-based retail tariff with a model of equilibrium wholesale prices, calibrated to German data for 2025. With exogenous prices, my results confirm the literature findings: synchronous charging pushes the coincident import peak of the local grid to 83 % above its no-battery level. With endogenous prices, the same fleet leaves the peak 6 % below the no-battery benchmark. This finding is robust across alternative price functions and exogenous price paths, different measures of the coincident peak, 22 scenario variations and three historical years. I conclude that while new local peaks remain possible, particularly in grids that contain local clusters of home batteries, the risk and magnitude are considerably smaller than the existing literature suggests.

econ.GN↗